Mcp Servers Hub
Discover interesting MCP Servers and Clients.
What is Mcp Servers Hub
mcp-servers-hub is a platform designed to discover interesting MCP Servers and Clients, facilitating automation and integration across various applications.
Use cases
Use cases include automating browser tasks with Playwright, downloading YouTube video transcripts, and integrating with Google Gsuite products.
How to use
Users can explore various MCP Servers and Clients listed in the hub, access their repositories, and implement them in their projects for automation and integration tasks.
Key features
Key features include a diverse collection of MCP Servers for browser automation, tools integrations, and easy access to repositories with detailed descriptions and star ratings.
Where to use
mcp-servers-hub can be used in software development, automation testing, video processing, and any field requiring integration with external APIs or services.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
View More MCP Clients
Overview
What is Mcp Servers Hub
mcp-servers-hub is a platform designed to discover interesting MCP Servers and Clients, facilitating automation and integration across various applications.
Use cases
Use cases include automating browser tasks with Playwright, downloading YouTube video transcripts, and integrating with Google Gsuite products.
How to use
Users can explore various MCP Servers and Clients listed in the hub, access their repositories, and implement them in their projects for automation and integration tasks.
Key features
Key features include a diverse collection of MCP Servers for browser automation, tools integrations, and easy access to repositories with detailed descriptions and star ratings.
Where to use
mcp-servers-hub can be used in software development, automation testing, video processing, and any field requiring integration with external APIs or services.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
View More MCP Clients
Content
Explore MCP Servers and Clients
This platform is your centralized gateway to exploring, implementing, and innovating with the Model Context Protocol (MCP).
Your Platform to Discover Indie Hacker Tools & Products.
MCP Clients
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| llm-context-py | cyberchitta | Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining. | 204 | LLM, automation |
| eechat | Lucassssss | 🚀 Powerful Local AI Chat Application - Mcp, Secure, Efficient, Personalized 本地化部署的大模型客户端 | 83 | AI, Chat |
| AIaW | NitroRCr | AI as Workspace - A better AI (LLM) client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP 更好的 AI 客户端 | 987 | AI, LLM |
| chainlit | Chainlit | Build Conversational AI in minutes ⚡️ | 9489 | AI, Chatbot |
| chatmcp | daodao97 | ChatMCP is an AI chat client implementing the Model Context Protocol (MCP). | 1449 | AI, chat |
| cherry-studio | CherryHQ | 🍒 Cherry Studio is a desktop client that supports for multiple LLM providers. | 25334 | LLM, desktop |
| cline | cline | Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way. | 42372 | IDE, Automation |
| console-chat-gpt | amidabuddha | Python CLI for AI Chat API | 119 | Python, CLI |
| cursor | getcursor | The AI Code Editor | 29634 | AI, Editor |
| continue | continuedev | ⏩ Create, share, and use custom AI code assistants with our open-source IDE extensions and hub of models, rules, prompts, docs, and other building blocks | 25982 | AI, IDE |
| deepchat | ThinkInAIXYZ | 🐬DeepChat - A smart assistant that connects powerful AI to your personal world | 2147 | AI, assistant |
| dolphin-mcp | cognitivecomputations | dolphin mcp | 371 | dolphin |
| FLUJO | mario-andreschak | MCP-Hub and -Inspector, Multi-Model Workflow and Chat Interface | 375 | Workflow, Chat |
| goose | block | an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM | 12226 | AI, LLM |
| HyperChat | BigSweetPotatoStudio | HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol. | 545 | Chat, LLM |
| kibitz | nick1udwig | The coding agent for professionals | 67 | coding, agent |
| LibreChat | danny-avila | Enhanced ChatGPT Clone: Features Agents, DeepSeek, Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active project. | 25101 | AI, Chatbot |
| mcp-chatbot | 3choff | A simple CLI chatbot that demonstrates the integration of the Model Context Protocol (MCP). | 155 | CLI, chatbot |
| mcp-client-cli | adhikasp | A simple CLI to run LLM prompt and implement MCP client. | 433 | CLI, LLM |
| mcp-client-slackbot | sooperset | Simple Slackbot MCP Client | 72 | Slackbot, Client |
| nerve | evilsocket | The Simple Agent Development Kit. | 1029 | Agent, Development |
| NextChat | ChatGPTNextWeb | ✨ Light and Fast AI Assistant. Support: Web | iOS | MacOS |
| oterm | ggozad | the terminal client for Ollama | 1726 | Terminal, Ollama |
| superinterface | supercorp-ai | Superinterface is an AI assistants library for building AI capabilities into your app or website. You use React components and hooks to build AI-first assistants-based interfaces like chats and wizards. | 198 | React, AI |
| seekchat | seekrays | ✨ A Sleek and Powerful AI Desktop Assistant that supports MCP integration✨ | 23 | AI, Desktop |
| tester-mcp-client | apify | Model Context Protocol (MCP) Client for Apify’s Actors | 53 | Apify, Client |
| tome | runebookai | A magical tool for using local LLMs with MCP servers. | 52 | LLM, local |
| vscode | microsoft | Visual Studio Code | 170620 | Editor, IDE |
| witsy | nbonamy | Witsy: desktop AI assistant | 977 | AI, desktop |
| y-cli | luohy15 | A Tiny Terminal Chat App for AI Models with MCP Client Support | 117 | Terminal, Chat |
| zed | zed-industries | Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter. | 57830 | Editor, Multiplayer |
Automation and Workflow
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| mcp-playwright | executeautomation | Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌 | 2953 | Playwright, Automation |
| ClaudeDesktopCommander | wonderwhy-er | This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities | 1746 | Claude, terminal |
| GhidraMCP | LaurieWired | MCP Server for Ghidra | 4137 | Ghidra |
| unity-mcp | justinpbarnett | A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions. | 1609 | Unity, Automation |
| mcp-installer | anaisbetts | An MCP server that installs other MCP servers for you | 962 | automation, deployment |
| supergateway | supercorp-ai | Run MCP stdio servers over SSE and SSE over stdio. AI gateway. | 874 | SSE, gateway |
| mcp-server-browserbase | browserbase | Allow LLMs to control a browser with Browserbase and Stagehand | 858 | LLM, Browser |
| ollama-mcp-bridge | patruff | Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools | 599 | Ollama, LLM |
| mcp-jetbrains | JetBrains | A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio | 509 | IDE, JetBrains |
| mcpadapt | grll | Unlock 650+ MCP servers tools in your favorite agentic framework. | 295 | framework, tools |
| mcp-proxy | sparfenyuk | Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server using the MCP Proxy server. | 508 | SSE, Proxy |
| lyraios | GalaxyLLMCI | LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA,ETH,BSC,etc.) | 217 | AI, blockchain |
| linear-mcp-server | jerhadf | A server that integrates Linear’s project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear. | 257 | Integration, LLM |
| mcp-server-docker | ckreiling | MCP server for Docker | 302 | Docker |
| docker-mcp | QuantGeekDev | A docker MCP Server (modelcontextprotocol) | 228 | docker, protocol |
| mcp-manager | zueai | simple web ui to manage mcp (model context protocol) servers in the claude app | 187 | web, management |
| ableton-live-mcp-server | Simon-Kansara | MCP Server implementation for Ableton Live OSC control | 208 | OSC, Ableton |
| n8n-workflow-builder | makafeli | MCP server for programmatically creating and managing n8n workflows | 158 | n8n, automation |
| applescript-mcp | joshrutkowski | A macOS AppleScript MCP server | 135 | macOS, AppleScript |
| atlas-mcp-server | cyanheads | A Model Context Protocol server built in TypeScript that leverages Neo4j’s graph database, delivers intelligent project and task management while empowering LLM agents with seamless collaboration and guidance. | 125 | TypeScript, Neo4j |
| mcp-client-server | willccbb | An MCP Server that’s also an MCP Client. Useful for letting Claude develop and test MCPs without needing to reset the application. | 115 | Claude, testing |
| win-cli-mcp-server | SimonB97 | Model Context Protocol server for secure command-line interactions on Windows systems | 139 | Windows, CLI |
| mcp-server-apple-shortcuts | recursechat | mcp server apple shortcuts | 132 | shortcuts, automation |
| xcode-mcp-server | r-huijts | MCP Server implementation for Xcode integration | 158 | Xcode, integration |
| todoist-mcp-server | abhiz123 | MCP server for Todoist integration enabling natural language task management with Claude | 146 | Todoist, Claude |
| mcp-server-commands | g0t4 | Model Context Protocol server to run commands | 102 | Protocol, Commands |
| mcp-server-siri-shortcuts | dvcrn | MCP for calling Siri Shorcuts from LLMs | 105 | Siri, LLMs |
| browser-use-mcp-server | co-browser | Browse the web, directly from Cursor etc. | 319 | browser, web |
| ida-mcp-server | MxIris-Reverse-Engineering | A Model Context Protocol server for IDA | 413 | IDA, Protocol |
| MCP-Server-Playwright | Automata-Labs-team | MCP server for browser automation using Playwright | 148 | Playwright, automation |
| ios-simulator-mcp | joshuayoes | MCP server for interacting with the iOS simulator | 189 | iOS, simulator |
| mcp-sequentialthinking-tools | spences10 | 🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage. | 94 | recommendation, tool |
| livebook_tools | thmsmlr | Powertools for livebook.dev — AI Code Editing, MCP Servers, and Running Livebooks from the CLI | 63 | Livebook, CLI |
| Rootly-MCP-server | Rootly-AI-Labs | Rootly MCP server | 63 | Rootly |
| mcpm | MCP-Club | A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers | 69 | CLI, management |
| cli-mcp-server | MladenSU | Command line interface for MCP clients with secure execution and customizable security policies | 70 | CLI, security |
| n8n-mcp-server | illuminaresolutions | MCP server implementation for n8n workflow automation | 74 | n8n, automation |
| n8n-mcp-server | leonardsellem | MCP server that provides tools and resources for interacting with n8n API | 153 | n8n, API |
| website-downloader | pskill9 | MCP server to download entire websites | 76 | web, downloader |
| MCPhoenix | jmanhype | A simplified implementation of the Model Context Protocol (MCP) server using Elixir’s Phoenix Framework. | 50 | Elixir, Phoenix |
| mcp-shell-server | tumf | mcp shell server | 65 | shell |
| all-in-one-model-context-protocol | nguyenvanduocit | 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows | 58 | AI, RAG |
| dify-mcp-client | 3dify-project | MCP Client as an Agent Strategy Plugin. Dify is not MCP Server but MCP Host. | 90 | Client, Plugin |
| modex | theronic | Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client. | 67 | Clojure, AI |
| linear-mcp | cline | a private MCP server for accessing Linear | 65 | Linear, private |
| mcp-server-aidd | skydeckai | mcp server aidd | 52 | aidd |
| clickup-mcp-server | TaazKareem | ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol | 72 | ClickUp, AI |
| claude-mcp-setup | patruff | Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows | 40 | Windows, Claude |
| postman-mcp-server | delano | An MCP server that provides access to Postman. | 69 | Postman |
| mcp-windows-desktop-automation | mario-andreschak | A Model Context Protocol (MCP) server for Windows desktop automation using AutoIt. | 53 | AutoIt, Windows |
| Jira-MCP-Server | George5562 | MCP server that allows interaction with Jira using natural language | 39 | Jira, NLP |
| ida-mcp-server-plugin | taida957789 | IDA Pro Plugin for serving MCP SSE server for cursor / claude | 112 | Plugin, SSE |
| GooseTeam | cliffhall | Look, a flock of geese! An MCP server and protocol for Goose agent collaboration. | 37 | Goose, protocol |
| make-mcp-server | integromat | Make MCP Server | 69 | Build |
| jvm-mcp-server | xzq-xu | This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to better interact with the Java ecosystem. | 49 | JVM, AI |
| passport-mcp | JoshMayerr | Build MCP servers for any website with automatic browser auth syncing | 31 | automation, browser |
| mcp-server-asana | roychri | mcp server asana | 55 | asana |
| Homeassistant-server-mcp | hekmon8 | A Model Context Protocol (MCP) server for interacting with Home Assistant. This server provides tools to control and monitor your Home Assistant devices through MCP-enabled applications. | 34 | Home-Assistant, automation |
| mcp-difyworkflow-server | gotoolkits | mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows. | 40 | Dify, workflow |
| editor-mcp-server | playcanvas | MCP Server for AI automation of the PlayCanvas Editor | 38 | PlayCanvas, Automation |
| jupyter-mcp-server | datalayer | 🪐 ✨ Jupyter Model Context Protocol (MCP) Server. | 191 | Jupyter, Protocol |
| mcp-guardian | eqtylab | Manage / Proxy / Secure your MCP Servers | 49 | Management, Proxy |
| steel-mcp-server | steel-dev | MCP Server for interacting with a Steel web browser | 31 | Steel, browser |
| davinci-resolve-mcp | samuelgursky | MCP server integration for DaVinci Resolve | 124 | integration, DaVinci |
| package-json | ITVlad99 | Create all MCP Servers at startup | 27 | startup |
| gomcptest | owulveryck | A proof-of-concept demonstrating a custom-built host implementing an OpenAI-compatible API with Google Vertex AI, function calling, and interaction with MCP servers. | 29 | OpenAI, VertexAI |
| mcp-postman | shannonlal | MCP Server for running Postman Collections with Newman | 43 | Postman, Newman |
| android-mcp-server | minhalvp | An MCP server that provides control over Android devices via adb | 275 | Android, ADB |
| deepseek-thinker-mcp | ruixingshi | A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek’s CoT from the Deepseek API service or a local Ollama server. | 40 | Deepseek, Ollama |
| chronulus-mcp | ChronulusAI | MCP Server for Chronulus AI Forecasting and Prediction Agents | 50 | AI, Forecasting |
| mcp-rest-api | dkmaker | A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment. | 32 | TypeScript, REST |
| mcp-browser-use | JovaniPink | FastAPI server implementing MCP protocol Browser automation via browser-use library. | 32 | FastAPI, automation |
| dart-mcp-server | its-dart | Dart AI Model Context Protocol (MCP) server | 40 | Dart, AI |
| mcptools | f | A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport. | 385 | CLI, HTTP |
| superargs | supercorp-ai | Provide AI MCP server args during runtime. | 35 | AI, runtime |
| linear-mcp | cosmix | A Model Context Protocol server for Linear. | 26 | Protocol |
| ClaudeMCPServer | syedazharmbnr1 | MCP Server implementation for Claude | 24 | Claude |
| vibe-eyes | monteslu | description: "An MCP server that enables LLMs to ‘see’ what’s happening in browser-based games and applications through vectorized canvas visualization and debug information. | 23 | visualization, debugging |
| web-browser-mcp-server | blazickjp | A Minimum Control Program (MCP) server implementation for web browsing capabilities using BeautifulSoup4 | 25 | webscraping, BeautifulSoup |
| mythic_mcp | xpn | A simple POC to expose Mythic as a MCP server | 55 | Mythic, POC |
| servicenow-mcp | osomai | MCP Server for ServiceNow | 43 | ServiceNow |
| hass-mcp | voska | Home Assistant MCP Server | 50 | automation, IoT |
| mcp-server-simulator-ios-idb | InditexTech | A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands. | 53 | iOS, LLM |
| dify-mcp-server | AI-FE | A Model Context Protocol server for Dify | 33 | Dify, Protocol |
| vercel-mcp-server | Quegenx | vercel mcp server | 26 | vercel |
| frontend-review-mcp | zueai | MCP server that visually reviews your agent’s design edits | 23 | visual, design |
| mcp-powershell-exec | dfinke | MCP Server for executing PowerShell scripts | 29 | PowerShell, Automation |
| mermaid-mcp-server | peng-shawn | A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images | 36 | Mermaid, PNG |
| command-executor-mcp-server | Sunwood-ai-labs | Model Context Protocol Server for Safely Executing Pre-approved Commands | 18 | Protocol, Security |
| n8n-AI-agent-DVM-MCP-client | r0d8lsh0p | An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network. | 19 | AI, n8n |
| git-mcp-server | cyanheads | A Model Context Protocol (MCP) server to provide git tools for LLM Agents | 36 | git, LLM |
| jigsawstack-mcp-server | JigsawStack | Model Context Protocol Server that allows AI models to interact with JigsawStack models! | 18 | AI, Protocol |
| mcp-vercel | nganiet | MCP server connecting Claude to Vercel | 26 | Claude, Vercel |
| enterprise-mcp-server | crewAIInc | MCP Server for kicking off and getting status of your crew deployments | 30 | deployment, automation |
| mcp-server-apple-reminders | FradSer | mcp server apple reminders | 34 | reminders, apple |
| mcpagentai | mcpagents-ai | Python SDK designed to simplify interactions with MCP (Model Context Protocol) servers. It provides an easy-to-use interface for connecting to MCP servers, reading resources, and calling tools | 17 | Python, SDK |
| modes-mcp-server | ccc0168 | MCP server for managing Roo’s custom operational modes | 22 | management, custom |
| mcp-logic | angrysky56 | Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc | 20 | Python, AI |
| rhinoMcpServer | always-tinkering | RhinoMCP connects Rhino to Claude AI through the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and architectural design. | 28 | Rhino, Claude |
| locallama-mcp | Heratiki | An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs. | 23 | Optimization, Routing |
| MCP-timeserver | SecretiveShell | A simple MCP server that exposes datetime information to agentic systems and chat REPLs | 24 | datetime, API |
| chrome-debug-mcp | robertheadley | An MCP server to allow you to debug webpages using LLMs | 22 | debugging, LLM |
| mcp-zenml | zenml-io | MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines | 16 | ZenML, MLOps |
| glif-mcp-server | glifxyz | Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app | 17 | AI, multimedia |
| mcp-server-monday | sakce | MCP Server to interact with Monday.com boards and items | 21 | Monday.com, API |
| orchestrator-server | mokafari | small MCP server for orchestrating tasks across LLM instances | 15 | orchestration, LLM |
| Sketch-Context-MCP | jshmllr | MCP server to provide Sketch layout information to AI coding agents like Cursor | 25 | AI, Sketch |
| thingspanel-mcp | ThingsPanel | This MCP server integrates ThingsPanel IoT platform with AI models like Claude, GPT, and others that support the Model Context Protocol. | 18 | IoT, AI |
| agentify-components | anvosio | These are the components that a user can download to create MCP servers on the fly | 13 | components, download |
| mcp-pentest | allsmog | An MCP server for pentesting. Contributors wanted! | 17 | pentesting, security |
| mcp-3D-printer-server | DMontgomery40 | Connects MCP to major 3D printer APIs (OctoPrint, Klipper, Duet, Repetier, Bambu, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. Includes slicing and visualization. | 20 | 3DPrinting, API |
| mcp-light-control | ykhli | MCP server to control Philips Hue lights, including sending Morse code through them | 13 | Hue, Morse |
| mcp-server-datadog | winor30 | mcp server datadog | 28 | datadog |
| mcp-ollama-agent | ausboss | A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP) servers. This project provides an interactive command-line interface for an AI agent that can utilize the tools from multiple MCP Servers… | 14 | TypeScript, CLI |
| todoist-mcp-server-extended | Chrusic | Todoist MCP Server Extended - Enabling natural language management of todoist via Claude, MCP and todoist REST APIv2. Featuring LLM optimized Tools including batch operations and robust error handling. | 14 | Todoist, Claude |
| mcp-server-auto-commit | jatinsandilya | An mcp server that auto commits changes and creates commit message in the form of conventional commits (https://www.conventionalcommits.org/en/v1.0.0/) | 13 | automation, git |
| kicad-mcp | lamaalrajih | Model Context Protocol server for KiCad on Mac, Windows, and Linux | 56 | KiCad, Protocol |
| mcp-gitee | oschina | mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee’s API, allowing AI assistants to manage repository, issues, pull requests, etc. | 19 | Gitee, API |
| mcp-server-trello | delorenj | A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards. | 23 | Trello, API |
| things-mcp | hald | Things.app MCP Server | 19 | Things, macOS |
| mcp-server-ios-simulator | atom2ueki | Model Context Protocol (MCP) implementation for iOS simulators | 18 | iOS, Protocol |
| mcp-client-agent | shane-kercheval | CLI that uses DSPy to interact with MCP servers. | 16 | CLI, DSPy |
| keycloak-model-context-protocol | ChristophEnglisch | MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations. | 18 | Keycloak, AI |
| mcp-sap-gui | mario-andreschak | MCP server that allows simple SAP GUI interaction for LLM models using simulated mouse clicks and keyboard input. | 18 | automation, SAP |
| mcp-server-ssh | shaike1 | mcp server ssh | 19 | ssh |
| fastapi_mcp_sse | panz2018 | A working example to create a FastAPI server with SSE-based MCP support | 29 | FastAPI, SSE |
| mcp-linear | tacticlaunch | MCP server that enables AI assistants to interact with Linear project management system through natural language, allowing users to retrieve, create, and update issues, projects, and teams. | 45 | AI, Linear |
| advanced-homeassistant-mcp | jango-blockchained | An advanced MCP server for Home Assistant. 🔋 Batteries included. | 14 | HomeAssistant, automation |
| aider-mcp-server | sengokudaikon | aider mcp server | 22 | aider |
| agent_construct | batteryshark | A multi-tool MCP server implementation for agent tool management. | 11 | multi-tool, agent |
| CMD-MCP-Server | PhialsBasement | MCP server for executing CMD commands. Can be hooked to claude for additional agentics. | 9 | CMD, Claude |
| puppeteer-mcp-server | merajmehrabi | This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows. | 17 | Puppeteer, automation |
| mcp-github-issue | sammcj | An MCP server that provides LLMs with the ability to use GitHub issues as tasks | 9 | GitHub, LLMs |
| deno2-playwright-mcp-server | jakedahn | A Model Context Protocol server that provides browser automation capabilities using Playwright and Deno 2. | 11 | Playwright, Deno |
| shell-mcp-server | blazickjp | Secure shell command execution MCP server for Claude AI. Enables controlled shell access within specified directories. | 9 | Shell, Security |
| scrapybara-mcp | Scrapybara | A Model Context Protocol server for Scrapybara | 10 | Scrapybara, Protocol |
| atlassian-dc-mcp | b1ff | MCP servers for the Atlassian products (Bitbucket, Confluence, JIRA) of the Data Center version | 16 | Atlassian, DataCenter |
| Pandoras-Shell | Zelaron | MCP server enabling AI assistants to execute terminal commands through a secure shell interface | 11 | AI, SSH |
| code-reviewer-fixer-agent | gokborayilmaz | This AI agent analyzes code repositories, detects potential security vulnerabilities, reviews code quality, and suggests fixes based on Sentry error logs using Sentry and GitHub MCP servers! | 10 | security, code |
| ticktick-mcp | jacepark12 | MCP server that interacts with TickTick via the TickTick Open API | 22 | TickTick, API |
| mcp-config-editor | kaichen | A simple GUI for managing MCP servers, for easy toggle mcp servers. | 8 | GUI, management |
| mcp-client-x | RGGH | Python MCP client + server example | 12 | Python, client |
| mcp_server_notify | Cactusinhand | Send system notification when Agent task is done | 11 | Notification, Automation |
| mcp-devtools | DXHeroes | MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants to interact with developer tools and services | 8 | DevTools, AI |
| user-feedback-mcp | mrexodia | Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. | 20 | workflow, human-in-the-loop |
| puzzlebox | cliffhall | An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes. | 10 | FSM, dynamic |
| mcp-jira-server | 1broseidon | mcp jira server | 7 | jira |
| azure-devops-mcp | Tiberriver256 | An MCP server for Azure DevOps | 82 | Azure, DevOps |
| mcp-server-postman-tool-generation | giovannicocco | mcp server postman tool generation | 9 | Postman, generation |
| MCP-server-Qwen_Max | 66julienmartin | MCP server for Qwen Max model | 12 | Qwen, Max |
| manus-mcp | huyouare | MCP server that provides Manus-like capabilities | 12 | Manus |
| vibe-check-mcp-server | PV-Bhat | The definitive Vibe Coder’s sanity check MCP server: Prevent cascading errors in AI workflows by implementing strategic pattern interrupts. Uses tool call “Vibe Check” with LearnLM 1.5 Pro (Gemini API), fine-tuned for pedagogy and metacognition to enhance complex workflow strategy, and prevents tunnel vision errors. | 35 | AI, Workflow |
| Jira-Context-MCP | rahulthedevil | MCP server to provide Jira Tickets information to AI coding agents like Cursor | 13 | Jira, AI |
| mcp-manager | MediaPublishing | A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claude and Cursor | 9 | GUI, web |
| mcp | screenshotone | A simple implementation of an MCP server for the ScreenshotOne API | 15 | API, Screenshot |
| ctf-mcp-server | Tokeii0 | ctf mcp server | 10 | ctf |
| plane-mcp-server | kelvin6365 | plane mcp server | 13 | plane |
| tasker-mcp | dceluis | An MCP server for Android’s Tasker automation app. | 10 | Android, Automation |
| mcp-server-ssh-rails-runner | tadasant | MCP server that facilitates an SSH connection to a deployed Rails app so you can run Rails REPL commands | 7 | Rails, SSH |
| mcp-bear | jkawamoto | A MCP server for interacting with Bear note-taking software. | 9 | Bear, API |
| mcp-mermaid-validator | rtuin | A Model Context Protocol server that validates and renders Mermaid diagrams. | 11 | Mermaid, Validation |
| mcp_omni_connect | Abiorh001 | MCPOmni Connect is a versatile command-line interface (CLI) client designed to connect to various Model Context Protocol (MCP) servers using stdio transport. It provides seamless integration with OpenAI models and supports dynamic tool and resource management across multiple servers. | 26 | CLI, OpenAI |
| CursorMCPMonitor | willibrandon | Real-time monitoring tool for Model Context Protocol (MCP) interactions in Cursor AI editor. Track, analyze, and debug AI context exchanges between LLM clients and servers. Supports log rotation, pattern matching, and color-coded event visualization. | 8 | monitoring, debugging |
| gaia-x | YFGaia | Gaia-X 基于AI新范式的下一代企业级AI应用平台。Gaia-X旨在实现类人脑的、针对企业办公业务场景的AI化赋能，包括一系列新颖而稳定的企业级AI功能，包括不限于：企业级管理功能、MCP Server支持（且支持将企业内部系统API转换为MCP Server提供服务）、支持自然语言驱动的RPA（大模型操作电脑）、划词分析和悬浮球等。 | 13 | AI, Enterprise |
| mcp-sentry | MCP-100 | A Model Context Protocol server for retrieving and analyzing issues from Sentry.io | 13 | Sentry, analytics |
| github-actions-mcp-server | ko1ynnky | GitHub Actions Model Context Protocol Server | 20 | GitHub, Actions |
| Zonos-TTS-MCP | PhialsBasement | MCP server that allows Claude to have a voice. | 7 | Voice, Claude |
| mcp-jira | Warzuponus | JIRA integration server for Model Context Protocol (MCP) - enables LLMs to interact with JIRA tasks and workflows | 6 | JIRA, integration |
| openhue-mcp-server | lsemenenko | openhue mcp server | 8 | openhue, hue |
| Mcp-Reasoning-Server | AzDeltaQQ | This is a very basic implementation of an Mcp-Reasoning-Server for Cursor AI . | 7 | AI, Reasoning |
| terminal-controller-mcp | GongRzhe | A Model Context Protocol (MCP) server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. | 24 | Protocol, Terminal |
| aio-mcp | athapong | 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows. Folk from https://github.com/nguyenvanduocit/all-in-one-model-context-protocol | 8 | AI, integration |
| clickup-mcp-server | Nazruden | A Model Context Protocol server implementation for ClickUp integration, enabling AI assistants to interact with ClickUp workspaces. | 6 | ClickUp, AI |
| stealth-browser-mcp | newbeb | A MCP Server that provides browser access through playwright with “stealth mode” enabled. | 9 | playwright, stealth |
| mcp-wasm | beekmarks | A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment. | 16 | WASM, browser |
| n8n_MCP_server_complete | dopehunter | Complete MCP server for n8n workflow management in Cursor | 7 | n8n, Cursor |
| mcp-n8n-workflow-builder | salacoste | MCP server for Claude / Cursor building n8n workflow | 15 | n8n, workflow |
| CAD-MCP | daobataotie | CAD MCP Server | 35 | CAD |
| mcp-linkedin-server | alinaqi | LinkedIn MCP Server for local automation | 16 | LinkedIn, automation |
| mcphost | mark3labs | A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). | 600 | CLI, LLM |
| mcp-miro | evalstate | mcp miro | 36 | miro |
| claude-debugs-for-you | jasonjmcghee | Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension | 282 | LLM, debugging |
| Upsonic | Upsonic | The most reliable AI agent framework that supports MCP. | 7323 | AI, framework |
| inoyu-mcp-unomi-server | sergehuber | An implementation of Anthropic’s Model Context Protocol for the Apache Unomi CDP | 4 | Anthropic, Unomi |
| notion_mcp | danhilse | A simple MCP integration that allows Claude to read and manage a personal Notion todo list | 158 | Notion, integration |
| MCP-Backup-Server | hexitex | A Model Context Protocol (MCP) server implementation that provides file backup and restoration capabilities | 2 | backup, restore |
| omniparser-autogui-mcp | NON906 | Automatic operation of on-screen GUI. | 28 | GUI, automation |
| langchain-mcp | rectalogic | Model Context Protocol tool support for LangChain | 173 | LangChain, Protocol |
| screenpipe | mediar-ai | AI app store powered by 24/7 desktop history. open source | 100% local | dev friendly |
| everything | modelcontextprotocol | This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities. | 0 | testing, protocol |
| puppeteer | modelcontextprotocol | A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment. | 0 | Puppeteer, Automation |
| git | modelcontextprotocol | A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models. | 0 | Git, LLM |
| time | modelcontextprotocol | A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection. | 0 | Timezone, Protocol |
| sequentialthinking | modelcontextprotocol | An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process. | 0 | reflective, problem-solving |
Database Integration
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| supabase-mcp-server | alexander-zuev | Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more. | 643 | Supabase, chat |
| mcp-server-qdrant | qdrant | Qdrant Model Context Protocol (MCP) server | 452 | Qdrant, Protocol |
| mcp-swift-sdk | loopwork-ai | Swift SDK for Model Context Protocol servers and clients | 366 | Swift, SDK |
| mysql_mcp_server | designcomputer | A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases | 333 | MySQL, security |
| mcp-alchemy | runekaagaard | A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL. | 157 | database, LLM |
| memory-bank-mcp | alioshr | A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank. | 160 | memory, protocol |
| mcp-server-mysql | benborla | A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries. | 244 | MySQL, LLM |
| mcp-supabase | supabase-community | A collection of MCP servers that connect LLMs to Supabase | 1193 | Supabase, LLMs |
| mcp-server-aws | rishikavikondala | A Model Context Protocol server implementation for operations on AWS resources | 101 | AWS, Protocol |
| mcp-server-duckdb | ktanaka101 | A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities | 100 | DuckDB, database |
| airtable-mcp-server | domdomegg | 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases | 111 | Airtable, AI |
| dbhub | bytebase | Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, SQLite, and etc. | 247 | database, universal |
| mongo-mcp | QuantGeekDev | A mongo db server for the model context protocol (MCP) | 109 | MongoDB, database |
| mcp-mongo-server | kiliczsh | A Model Context Protocol Server for MongoDB | 143 | MongoDB, Protocol |
| notion-mcp | ccabanillas | A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion’s API. | 94 | Notion, API |
| meilisearch-mcp | meilisearch | A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. | 72 | Meilisearch, LLM |
| quarkus-mcp-servers | quarkiverse | Model Context Protocol Servers in Quarkus | 96 | Quarkus, Protocol |
| mcp-server-motherduck | motherduckdb | MCP server for MotherDuck and local DuckDB | 95 | DuckDB, MotherDuck |
| mcp-package-version | sammcj | An MCP server that provides LLMs with the latest stable package versions when coding | 75 | LLM, packages |
| quarkus-mcp-server | quarkiverse | This extension enables developers to implement the MCP server features easily. | 83 | extension, development |
| daipendency-mcp | daipendency | Model Context Protocol server for Daipendency | 53 | Protocol, Dependency |
| mcp-graphql | blurrah | Model Context Protocol server for GraphQL | 91 | GraphQL, Protocol |
| mcp-server-llamacloud | run-llama | A MCP server connecting to managed indexes on LlamaCloud | 72 | LlamaCloud, index |
| rails-mcp-server | maquina-app | A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol. | 80 | Ruby, Rails |
| mcp-openapi-server | ivo-toby | MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource | 65 | OpenAPI, Protocol |
| mcp-server-milvus | zilliztech | Model Context Protocol Servers for Milvus | 75 | Milvus, Protocol |
| db-mcp-server | FreePeak | db mcp server | 122 | database |
| excel-mcp-server | negokaz | An MCP server that reads and writes spreadsheet data to MS Excel file | 102 | Excel, spreadsheet |
| mcp-server-bigquery | LucasHild | A Model Context Protocol server that provides access to BigQuery | 62 | BigQuery, Protocol |
| awesome-crypto-mcp-servers | badkk | A collection of crypto MCP servers. | 60 | crypto, servers |
| mcp-kafka | kanapuli | A Model Context Protocol Server to perform Kafka client operations | 40 | Kafka, Protocol |
| mcp-odoo | tuanle96 | MCP Server for Odoo | 77 | Odoo |
| supabase-mcp-server | JoshuaRileyDev | supabase mcp server | 35 | supabase |
| mcp | appwrite | Appwrite’s MCP server. Operating your backend has never been easier. | 35 | Backend, Appwrite |
| MCP-Salesforce | smn2gnt | MCP Salesforce connector | 46 | Salesforce, connector |
| mcp-mysql-server | f4ww4z | A Model Context Protocol server for MySQL database operations | 52 | MySQL, Protocol |
| evm-mcp-server | mcpdotdirect | MCP server that provides LLM with tools for interacting with EVM networks | 187 | EVM, LLM |
| xiyan_mcp_server | XGenerationLab | A Model Context Protocol (MCP) server that enables natural language queries to databases | 68 | database, NLP |
| mssql_mcp_server | RichardHan | A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and structure. | 60 | SQL, database |
| mcp-server-axiom | axiomhq | Axiom Model Context Protocol Server | 32 | Axiom, Protocol |
| mcp-server-drupal | Omedia | TS based companion MCP server for the Drupal MCP module that works with the STDIO transport. | 34 | TypeScript, Drupal |
| mcp-server-opendal | Xuanwo | Model Context Protocol Server for Apache OpenDAL™ | 27 | Protocol, OpenDAL |
| chroma-mcp | chroma-core | A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma | 92 | database, Chroma |
| mcp-bigquery-server | ergut | A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface. | 49 | BigQuery, LLM |
| mcp-neo4j-server | da-okazaki | mcp-neo4j-server | 35 | Neo4j |
| mcp-server | upstash | Upstash Model Context Server | 27 | Upstash, Context |
| pocketbase-mcp-server | DynamicEndpoints | pocketbase-mcp-server | 31 | pocketbase, backend |
| sqlite-explorer-fastmcp-mcp-server | hannesrudolph | An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. | 39 | SQLite, FastMCP |
| mcp-snowflake-server | isaacwasserman | mcp snowflake server | 46 | snowflake |
| prometheus_mcp_server | CaesarYangs | A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes. | 25 | Prometheus, LLM |
| mysql-mcp-server | Mineru98 | A server application designed on top of MCP to interact with Cursor and MySQL. | 23 | MySQL, Cursor |
| algorand-mcp | GoPlausible | Algorand Model Context Protocol (Server & Client) | 27 | Algorand, Protocol |
| mongodb-lens | furey | 🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases | 89 | MongoDB, Database |
| mcp-server-collector | chatmcp | A MCP Server used to collect MCP Servers over the internet. | 18 | monitoring, network |
| mcp-snowflake-service | datawiz168 | MCP server implementation for Snowflake integration | 26 | Snowflake, integration |
| solana-mcp-server | openSVM | solana mcp sever to enable solana rpc methods | 21 | Solana, RPC |
| solana-mcp-server | aldrin-labs | solana mcp sever to enable solana rpc methods | 19 | Solana, RPC |
| mcp-mysql-server | enemyrr | mcp mysql server | 19 | MySQL, database |
| notion-mcp-server | orbit-logistics | MCP server for Notion integration | 18 | Notion, Integration |
| app-store-connect-mcp-server | JoshuaRileyDev | app store connect mcp server | 35 | appstore, connect |
| bitcoin-mcp | AbdelStark | Bitcoin & Lightning Network MCP Server. | 31 | Bitcoin, Lightning |
| netbox-mcp-server | netboxlabs | Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs | 26 | NetBox, LLMs |
| REDIS-MCP-Server | GongRzhe | A Redis Model Context Protocol (MCP) server implementation for interacting with Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools. | 23 | Redis, LLM |
| mcp-server-any-openapi | baryhuang | mcp server any openapi | 25 | openapi |
| azure-cosmos-mcp-server | AzureCosmosDB | A Model Context Protocol (MCP) server that provides secure access to Azure Cosmos DB datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface. | 50 | Azure, LLM |
| swagger-mcp | dcolley | Swagger to MCP server | 42 | Swagger, API |
| nile-mcp-server | niledatabase | MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs | 14 | Database, LLM |
| salesforce-mcp-server | kablewy | Model Context Protocol server for Salesforce REST API integration | 21 | Salesforce, REST |
| mcp-database-server | fireproof-storage | Store and load JSON documents from LLM tool use | 15 | JSON, LLM |
| nebulagraph-mcp-server | PsiACE | Model Context Protocol Server for NebulaGraph 3.x | 16 | NebulaGraph, Protocol |
| mcp-dbs | cuongtl1992 | The MCP Server support your LLMs integrate with SQL Database (SQLite, SQL Server, Postgres SQL) | 17 | LLM, SQL |
| dvmcp | gzuuus | DVMCP is a bridge implementation that connects Model Context Protocol (MCP) servers to Nostr’s Data Vending Machine (DVM) ecosystem | 17 | bridge, Nostr |
| jira-mcp | cosmix | A Model Context Protocol server for Jira. | 18 | Jira, Protocol |
| heurist-mesh-mcp-server | heurist-network | heurist mesh mcp server | 40 | mesh, heurist |
| mcp-server-elasticsearch | elastic | Elasticsearch Model Context Protocol (MCP) server | 107 | Elasticsearch, Protocol |
| metabase-server | imlewc | mcp metabase | 19 | metabase |
| story-mcp-hub | piplabs | An MCP server for the Story SDK and Storyscan Block Explorer | 11 | SDK, Blockchain |
| mcp-server-salesforce | tsmztech | Salesforce MCP Server | 16 | Salesforce |
| mcp-server | Chakra-Network | Native integration with Anthropic’s Model Context Protocol. | 10 | Anthropic, Integration |
| supabase-mcp-server | Quegenx | supabase mcp server | 11 | supabase |
| cursor-db-mcp | jbdamask | Model Context Protocol server for querying Cursor chat history | 12 | Protocol, Chat |
| mcp-sqlite-bun-server | jacksteamdev | mcp sqlite bun server | 14 | SQLite, Bun |
| mssql-mcp | daobataotie | mssql mcp server | 23 | mssql, sql |
| mcp-server | event-catalog | MCP server for EventCatalog | 13 | EventCatalog |
| ai-agents-mcp-pg | vignesh-codes | This repo is an extension of PostgreSQL MCP Server providing functionalities to create tables, insert entries, update entries, delete entries, and drop tables. | 15 | PostgreSQL, Database |
| greptimedb-mcp-server | GreptimeTeam | A Model Context Protocol (MCP) server implementation for GreptimeDB | 12 | GreptimeDB, Protocol |
| starknet-mcp | milancermak | Model context protocol server for Starknet RPC | 9 | Starknet, RPC |
| mcp-server-arangodb | ravenwits | This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline! | 15 | TypeScript, ArangoDB |
| adx-mcp-server | pab1it0 | A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. | 26 | Azure, AI |
| mcp-databricks-server | JordiNeil | MCP Server for Databricks | 17 | Databricks |
| mcp-servers-schemas | oslook | This document provides a list of different MCP servers. For each server, we provide a schema definition that includes the latest basic information and tool definitions. | 9 | documentation, schema |
| mcp-server-redis | prajwalnayak7 | MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate | 17 | Redis, caching |
| alibabacloud-hologres-mcp-server | aliyun | alibabacloud hologres mcp server | 16 | alibabacloud, hologres |
| woocommerce-mcp-server | techspawn | A WooCommerce (MCP) Model Context Protocol server | 16 | WooCommerce, Protocol |
| mcp-server-firebase | gemini-dk | mcp server firebase | 10 | firebase |
| mcp-server-trino | Dataring-engineering | MCP Server for Trino | 13 | Trino |
| astra-db-mcp | datastax | An MCP server for Astra DB workloads | 15 | Astra, DB |
| shopify-mcp-server | amir-bengherbi | MCP Server for Shopify API | 6 | Shopify, API |
| mcp-semantic-scholar-server | benhaotang | MCP server for Semantic Scholar to search for papers | 11 | Semantic, Search |
| Gitingest-MCP | puravparab | mcp server for gitingest | 14 | git, ingest |
| mcp-server-starrocks | StarRocks | StarRocks MCP (Model Context Protocol) Server | 14 | StarRocks, Protocol |
| mcp-server-tidb | c4pt0r | mcp server for tidb | 17 | TiDB, database |
| notionMCP | Sjotie | Node based Notion MCP server | 8 | Node, Notion |
| server-hyperliquid | mektigboy | MCP Hyperliquid (https://app.hyperliquid.xyz) server | 10 | Hyperliquid, DeFi |
| mcp-openapi-schema | hannesj | OpenAPI Schema Model Context Protocol Server | 20 | OpenAPI, Schema |
| mcp-go-example | masacento | Model Context Protocol server example using Go | 9 | Go, Protocol |
| mcpeserver | IamToqst | Minecraft: PE Server | API 2.0.0 | PocketMine MP installer for Termux. |
| mcp-registry | ARadRareness | A central registry and HTTP interface for coordinating Model Context Protocol (MCP) servers. | 15 | registry, HTTP |
| postgresql-mcp-server | nahmanmate | postgresql mcp server | 10 | PostgreSQL, Database |
| mssql_mcp_server | JexinSam | A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases. | 13 | MSSQL, secure |
| mcp-server-unitycatalog | ognis1205 | Unity Catalog AI Model Context Protocol Server | 12 | Unity, AI |
| bybit-mcp | sammcj | Ollama MCP server for bybit | 7 | Ollama, Bybit |
| dexscreener-mcp-server | openSVM | dexscreener mcp server | 10 | DeFi, analytics |
| mcp-db-context | danielmeppiel | MCP Server for working with large Oracle databases | 22 | Oracle, database |
| ethereum-rpc-mpc | Phillip-Kemper | A TypeScript MCP server that leverages the MCP SDK to support all Ethereum JSON-RPC calls, enabling AI models to interact with blockchain data. | 10 | TypeScript, Ethereum |
| gel-mcp-server | christian561 | MCP Server enabling LLM Agents to interact with Gel databases | 8 | LLM, Gel |
| mcp-server-runner | yonaka15 | A WebSocket server implementation for running Model Context Protocol (MCP) servers. This application enables MCP servers to be accessed via WebSocket connections, facilitating integration with web applications and other network-enabled clients. | 11 | WebSocket, protocol |
| mongodb-mcp-server | mongodb-developer | mongodb mcp server | 20 | mongodb |
| mcp-doris | morningman | An MCP server for Apache Doris & VeloDB | 11 | Doris, VeloDB |
| dicom-mcp | ChristianHinge | Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.) | 23 | DICOM, protocol |
| datomic-mcp | theronic | Datomic MCP Server so your AI model can query your database (uses Modex MCP library) | 11 | Datomic, AI |
| LibreChatMCPServers | wally-kroeker | Instructions for setting up SuperGateway MCP servers in docker containers for docker deployments of LibreChat | 9 | docker, LibreChat |
| mssql-mcp-server | c0h1b4 | mssql mcp server | 8 | mssql, sql |
| mcp_server_demo | xiehust | mcp_server_demo | 5 | demo |
| glide-api-mcp-server | knmurphy | Model Context Protocol (MCP) server for @glideapps API | 5 | API, Protocol |
| dynamodb-mcp-server | imankamyabi | Model Context Protocol server for managing Amazon DynamoDB resources | 6 | DynamoDB, Protocol |
| mongo-mcp | 1RB | MCP server that provide tools to LLMs such as claude in cursor to interact with MongoDB | 7 | MongoDB, LLM |
| mcp-server-kintone | macrat | MCP server for kintone | 9 | kintone, API |
| mysql-mcp-server | xiangma9712 | mcp server accessing MySQL database | 5 | MySQL, database |
| mcp-server-rabbitmq | kenliao94 | MCP server for interacting with RabbitMQ | 13 | RabbitMQ, messaging |
| ens-mcp-server | JustaName-id | ens mcp server | 5 | ens |
| mcp-server-sqlite | santos-404 | Implementation of an MCP (Model Context Protocol) Server for SQLite. It provides an AI model with context and the ability to execute SQL queries. | 6 | SQLite, AI |
| shotgrid-mcp-server | loonghao | A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities. | 6 | ShotGrid, CRUD |
| mcp-server-sql-analyzer | j4c0bs | MCP server for SQL static analysis. | 12 | SQL, analysis |
| box-mcp-server | hmk | A Box model context protocol server to search, read and access files | 6 | protocol, files |
| mcp-dbutils | donghao1393 | DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of connections in a secured way (like SSL). | 56 | database, AI |
| mcp-clickhouse | ClickHouse | mcp clickhouse | 167 | clickhouse, database |
| mcp-go | mark3labs | A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. | 3383 | Go, MCP |
| mcp-get | michaellatman | mcp get | 370 | utility, command |
| Clojars-MCP-Server | Bigsy | A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars, the Clojure community’s artifact repository. | 4 | Clojure, Dependency |
| mcp-timeplus | jovezhong | mcp timeplus | 7 | timeplus, monitoring |
| mcp-server-iaptic | iaptic | Model Context Protocol server for interacting with iaptic | 3 | Protocol, iaptic |
| vikingdb-mcp-server | KashiwaByte | a mcp server for vikingdb store and search | 2 | vikingdb, search |
| postgres | modelcontextprotocol | A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries. | 0 | PostgreSQL, LLM |
| redis | modelcontextprotocol | A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools. | 0 | Redis, LLM |
| sqlite | modelcontextprotocol | A Model Context Protocol (MCP) server implementation that provides database interaction and business intelligence capabilities through SQLite. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos. | 0 | SQLite, BI |
| github | modelcontextprotocol | MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more. | 0 | GitHub, API |
Cloud Integration
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| Figma-Context-MCP | GLips | MCP server to provide Figma layout information to AI coding agents like Cursor | 5357 | Figma, AI |
| mcp-server-cloudflare | cloudflare | mcp server cloudflare | 1323 | cloudflare |
| mcp-marketplace | cline | This is the official repository for submitting MCP servers to be included in Cline’s MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here. | 521 | Marketplace, Submissions |
| mcp-atlassian | sooperset | MCP server that integrates Confluence and Jira | 959 | Integration, Atlassian |
| mcp-notion-server | suekou | mcp notion server | 602 | notion |
| nuxt-mcp | antfu | MCP server helping models to understand your Vite/Nuxt app better. | 470 | Vite, Nuxt |
| mcp-llm-bridge | bartolli | MCP implementation that enables communication between MCP servers and OpenAI-compatible LLMs | 288 | LLM, OpenAI |
| aws-mcp | RafalWilinski | Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative. | 241 | AWS, Claude |
| mcp-server-kubernetes | Flux159 | MCP Server for kubernetes management commands | 396 | kubernetes, management |
| copilot-mcp | VikashLoomba | A powerful VSCode extension that enables MCP server usage in Copilot, giving it access to MCP tools, resources, and more. | 309 | VSCode, Copilot |
| mcprouter | chatmcp | api router for MCP Servers | 234 | API, router |
| uber-eats-mcp-server | ericzakariasson | uber eats mcp server | 156 | UberEats |
| deepseek-mcp-server | DMontgomery40 | Model Context Protocol server for DeepSeek’s advanced language models | 202 | Protocol, Language |
| dify-mcp-server | YanxingLiu | Model Context Protocol (MCP) Server for dify workflows | 186 | Protocol, Workflow |
| mcp-k8s-go | strowk | MCP server connecting to Kubernetes | 246 | Kubernetes |
| mcp-server-neon | neondatabase-labs | MCP server for interacting with Neon Management API and databases | 184 | Neon, API |
| mcp-sse | sidharthrajaram | A working pattern for SSE-based MCP clients and servers | 188 | SSE, pattern |
| MCP-connect | EvalsOne | Enables cloud-based AI services to access local Stdio based MCP servers via HTTP requests | 145 | AI, HTTP |
| figma-mcp-server | TimHolden | Model Context Protocol server implementation for Figma API | 115 | Figma, Protocol |
| actors-mcp-server | apify | Model Context Protocol (MCP) Server for Apify’s Actors | 155 | Apify, Protocol |
| kom | weibaohui | kom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作，并能够处理自定义资源定义（CRD）。 通过使用 kom，你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。 | 95 | Kubernetes, SDK |
| mcp-gateway | lightconetech | A gateway demo for MCP SSE Server | 103 | gateway, SSE |
| mcp-gateway | acehoss | A flexible gateway server that bridges Model Context Protocol (MCP) STDIO servers to MCP HTTP+SSE and REST API, enabling multi-instance MCP servers to be exposed over HTTP. | 87 | gateway, HTTP |
| mcp-servers | AllAboutAI-YT | All About AI MCP Servers | 67 | AI, MachineLearning |
| workers-mcp-server | geelen | Talk to a Cloudflare Worker from Claude Desktop! | 64 | Cloudflare, Claude |
| mcp-server-gemini | aliargun | MCP server implementation for Google’s Gemini API | 105 | Gemini, API |
| mcp-proxy | punkpeye | A TypeScript SSE proxy for MCP servers that use stdio transport. | 89 | TypeScript, proxy |
| mcp-montano-server | lucasmontano | Simple MCP Server Implementation | 107 | Implementation |
| mcp-foundry | azure-ai-foundry | A MCP Server for Azure AI Foundry | 94 | Azure, AI |
| Awesome-Claude-MCP-Servers | win4r | A curated list of Model Context Protocol (MCP) servers optimized for Claude AI assistants. | 61 | Claude, MCP |
| awesome-mcp-list | MobinX | A concise list for mcp servers | 622 | list, servers |
| mcp-server-weaviate | weaviate | MCP (Model Context Protocol) server for Weaviate | 79 | Weaviate, Protocol |
| mcp-rs-template | linux-china | Model Context Protocol (MCP) CLI server template for Rust | 68 | Rust, CLI |
| autogen-ext-mcp | richard-gyiko | Turns Model Context Protocol server tools available in AutoGen >= v0.4 | 51 | AutoGen, Protocol |
| mcp-server-openai | pierrebrunelle | Query OpenAI models directly from Claude using MCP protocol. | 54 | OpenAI, Claude |
| mcp-hub | ravitemer | A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring | 62 | management, monitoring |
| federated-mcp | ruvnet | This implementation follows the official MCP specification, including proper message framing, transport layer implementation, and complete protocol lifecycle management. It provides a foundation for building federated MCP systems that can scale across multiple servers while maintaining security and standardization requirements. | 44 | protocol, federated |
| mcp-proxy-server | adamwattis | An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface | 75 | proxy, aggregator |
| mcp-server-and-gw | boilingdata | An MCP stdio to HTTP SSE transport gateway with example server and MCP client | 64 | gateway, SSE |
| kubernetes-mcp-server | manusa | Model Context Protocol (MCP) server for Kubernetes and OpenShift | 97 | Kubernetes, OpenShift |
| mcp-gdrive | isaacphi | Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets | 72 | Google, Sheets |
| mkinf | mkinf-io | mkinf SDK to interact with mkinf hub MCP servers | 55 | SDK, hub |
| notion-mcp-server | awkoy | Notion MCP Server is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion’s API. This production-ready server provides a complete set of tools. | 92 | Notion, API |
| mcp-server-metamcp | metatool-ai | MCP Server MetaMCP manages all your other MCPs in one MCP. | 60 | management, meta |
| mcp-server-home-assistant | allenporter | A Model Context Protocol Server for Home Assistant | 42 | HomeAssistant, Protocol |
| mcp-fal | am0y | A Model Context Protocol (MCP) server for interacting with fal.ai models and services. | 37 | fal.ai, protocol |
| community-servers | mcp-get | This repository contains a collection of community-maintained Model Context Protocol (MCP) servers. All servers are automatically listed on the MCP Get registry and can be viewed and installed via CLI | 39 | registry, CLI |
| serverless-rag-mcp-server | sionic-ai | serverless rag mcp server | 35 | serverless, rag |
| create-mcp | zueai | CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools. | 34 | CLI, TypeScript |
| openrouterai | heltonteixeira | MCP server for OpenRouter.ai integration | 36 | OpenRouter, integration |
| solana-mcp | sendaifun | A Model Context Protocol server for interacting with the Solana blockchain, powered by the Solana Agent Kit | 51 | Solana, Blockchain |
| python-mcp-server-client | GobinFan | 支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai | 66 | agent, documentation |
| metoro-mcp-server | metoro-io | Metoro MCP Server | 36 | Metoro |
| terraform-mcp-server | thrashr888 | Terraform Registry MCP Server | 63 | Terraform, Registry |
| firebase-mcp | gannonh | Model Context Protocol (MCP) server to interact with Firebase services. | 80 | Firebase, Protocol |
| gcp-mcp | eniayomi | A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations. | 48 | GCP, AI |
| awesome-solana-mcp-servers | sendaifun | awesome solana mcp servers | 28 | solana |
| my-mcp-server | ZbigniewTomanek | my mcp server | 22 | |
| ComposioHQ_composio-mcp-server | MCP-Mirror | Mirror of https://github.com/ComposioHQ/composio-mcp-server | 21 | mirror, ComposioHQ |
| langchain-mcp-tools-ts | hideya | Package intended to simplify the use of MCP server tools within LangChain | 19 | LangChain, tools |
| NextChat-MCP-Awesome | ChatGPTNextWeb | NextChat mcp server collection | 20 | NextChat, collection |
| mcp-figma | JayArrowz | Figma MCP Server with full API functionality | 20 | Figma, API |
| cloudflare-api-mcp | zueai | Lightweight MCP server to give your Cursor Agent access to the Cloudflare API. | 17 | Cloudflare, Cursor |
| azure-devops-mcp-server | stefanskiasan | MCP Server for Cline to Access Azure devops | 23 | Azure, DevOps |
| mcp-server | integration-app | mcp server | 15 | |
| mcp | ggoodman | MCP is a command-line tool and local UI for discovering, installing and managing Model Context Protocol servers. | 13 | CLI, UI |
| railway-mcp | jason-tan-swe | An unofficial and community-built MCP server for integrating with https://railway.app | 24 | railway, community |
| aws-mcp-server | alexei-led | A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management. | 73 | AWS, MCP |
| mcp-server-weather | yestarz | mcp server weather | 19 | weather |
| difyapp_as_mcp_server | Yevanchen | difyapp_as_mcp_server | 26 | backend |
| mcp_proxy_pydantic_agent | p2c2e | Example for exposing MCP servers to Pydantic Agents | 15 | Pydantic, Example |
| mcp-ectors | mcp-ectors | The MCP enterprise actors-based server or mcp-ectors for short | 28 | enterprise, actors |
| mcp-quickstart | dexaai | Setup an MCP server in 60 seconds. | 12 | Quickstart |
| gdrive-mcp-server | felores | Efficient implementation of the Google Drive MCP server | 17 | GoogleDrive, efficient |
| mcp-server-chinarailway | other-blowsnow | mcp server chinarailway | 6 | railway |
| aisdk-mcp-bridge | vrknetha | Bridge package enabling seamless integration between Model Context Protocol (MCP) servers and AI SDK tools. Supports multiple server types, real-time communication, and TypeScript. | 15 | TypeScript, Integration |
| emqx-mcp-server | Benniu | A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction. | 12 | MQTT, EMQX |
| trpc-mcp | Jacse | Serve tRPC routes as an MCP server | 13 | tRPC, API |
| pulsemcp-server | orliesaurus | An MCP server that helps you find MCP servers that are listed on PulseMCP.com | 13 | discovery, tracking |
| dify-plugin-mcp_server | hjlarry | dify plugin mcp_server | 15 | plugin, server |
| eliza-plugin-mcp | fleek-platform | ElizaOS plugin allowing agents to connect to MCP servers | 19 | ElizaOS, plugin |
| mcp-aoai-web-browsing | kimtth | A minimal Model Context Protocol 🖥️ server/client🧑💻with Azure OpenAI and 🌐 web browser control via Playwright. | 15 | OpenAI, Playwright |
| mcp-server-toolhouse | toolhouse-community | mcp server toolhouse | 8 | toolhouse |
| mcp-server-tembo | tembo-io | MCP server for Tembo Cloud’s platform API | 8 | API, Cloud |
| mcp-server-proxy | leizongmin | Converts MCP protocol’s SSE transport layer to a standard HTTP request/response. | 15 | HTTP, SSE |
| kafka_mcp_server | pavanjava | kafka_mcp_server | 10 | Kafka, Messaging |
| near-mcp | nearai | An MCP server for the NEAR blockchain | 13 | NEAR, blockchain |
| mcp-server-apache-airflow | yangkyeongmo | mcp server apache airflow | 25 | airflow, apache |
| mcp-api-expert | jwaldor | MCP server that enables MCP to make REST API calls | 8 | REST, API |
| alibabacloud-tablestore-mcp-server | aliyun | alibabacloud tablestore mcp server | 34 | tablestore, alibabacloud |
| MCP-actions-adapter | SecretiveShell | A simple adapter to convert a MCP server to a GPT actions compatible API | 10 | adapter, GPT |
| sanity-mcp-server | sanity-io | Sanity MCP Server | 34 | Sanity |
| linkedin-mcp-server | Dishant27 | Model Context Protocol (MCP) server for LinkedIn API integration | 10 | API, LinkedIn |
| aps-mcp-server | petrbroz | Experimental Model Context Protocol server providing access to Autodesk Platform Services API. | 10 | Experimental, API |
| limitless-mcp-server | manueltarouca | A Model Context Protocol server, client and interactive mode for Limitless API | 8 | API, interactive |
| mcp-server-cloudflare | GutMutCode | Cloudflare MCP server for IDE ( Cline, Windsurf, Cursor, etc ) | 7 | Cloudflare, IDE |
| neon-mcp | zueai | Lightweight MCP server to give your Cursor Agent access to the Neon API | 6 | Lightweight, Neon |
| myaiserv | eagurin | High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack: FastAPI, Elasticsearch, Redis, Prometheus, and Grafana. | 9 | FastAPI, LLM |
| mcp-server | EyevinnOSC | Model Context Protocol (MCP) server for using the Eyevinn Open Source Cloud API | 5 | API, Protocol |
| ado-mcp | aaronsb | Azure DevOps MCP Server | 9 | Azure, DevOps |
| vercel-api-mcp | zueai | Lightweight MCP server to give your Cursor Agent access to the Vercel API. | 7 | Lightweight, Vercel |
| mcp-pocket | kazuph | 🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket API and loading them into Claude | 8 | API, Claude |
| mkinf-mcp-servers | mkinf-io | MCP servers | 7 | |
| nexus-mcp-claude-desktop-server | wesnermichel | NEXUS MCP- Simple MCP server for Claude Desktop | 6 | Claude, Desktop |
| attio-mcp-server | hmk | attio mcp server | 6 | attio |
| mcp-server-raygun | MindscapeHQ | mcp server raygun | 10 | raygun |
| MCP-Bridge | SecretiveShell | A middleware to provide an openAI compatible endpoint that can call MCP tools | 646 | middleware, openAI |
| mcp-openai | mzxrai | Chat with OpenAI models from Claude Desktop | 41 | OpenAI, Claude |
| netskope-mcp | johnneerdael | netskope mcp | 1 | netskope, cloud |
| opik-mcp | comet-ml | Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics. | 54 | Protocol, IDE |
| gdrive | modelcontextprotocol | This MCP server integrates with Google Drive to allow listing, reading, and searching over files. | 0 | GoogleDrive, API |
Custom Tools and Utilities
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| inspector | modelcontextprotocol | Visual testing tool for MCP servers | 2059 | Visual, Testing |
| fastmcp | punkpeye | A TypeScript framework for building MCP servers. | 1192 | TypeScript, framework |
| mcp-golang | metoro-io | Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com | 709 | Go, Protocol |
| mcphub-nvim | ravitemer | A powerful Neovim plugin for managing MCP (Model Context Protocol) servers | 648 | Neovim, Plugin |
| vite-plugin-vue-mcp | webfansplz | Vite plugin that enables a MCP server helping models to understand your Vue app better. | 358 | Vite, Vue |
| MCPSharp | afrise | MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models. | 268 | library, .NET |
| cli | smithery-ai | Smithery CLI MCP server installer | 222 | CLI, installer |
| mcp-server | e2b-dev | Giving Claude ability to run code with E2B via MCP (Model Context Protocol) | 213 | Claude, E2B |
| litemcp | wong2 | A TypeScript framework for building MCP servers elegantly | 163 | TypeScript, framework |
| mcp-unity | CoderGamester | MCP Unity Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop, Windsurf, Cursor) | 369 | Unity, AI |
| cli | mcpgod | Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God. | 109 | control, protocol |
| MCPHub-Desktop | Jeamee | Desktop APP for Discover and Install MCP Servers | 103 | Desktop, Discovery |
| easy-mcp | zcaceres | Absurdly easy Model Context Protocol Servers in Typescript | 118 | Typescript, Protocol |
| mcp-neovim-server | bigcodegen | Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library | 113 | Neovim, JavaScript |
| mcp-rb | funwarioisii | A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL | 133 | Ruby, Sinatra |
| mcpsvr | nanbingxyz | Discover Exceptional MCP Servers | 143 | discovery, servers |
| code-sandbox-mcp | Automata-Labs-team | An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization. | 118 | Docker, Sandbox |
| mcp-server-code-runner | formulahendry | Code Runner MCP Server | 112 | Runner |
| waldzell-mcp | waldzellai | Waldzell AI’s monorepo of MCP servers. Use in Claude Desktop, Cline, Roo Code, and more! | 59 | monorepo, AI |
| mcp-server-plugin | JetBrains | JetBrains MCP Server Plugin | 70 | Plugin, JetBrains |
| python_mcp | Alec2435 | MCP Server to run python code locally | 50 | Python, local |
| mcp-1panel | 1Panel-dev | mcp-1panel is the Model Context Protocol (MCP) server implementation for 1Panel. | 85 | protocol, implementation |
| mcp-replicate | deepfates | Model Context Protocol server for Replicate’s API | 49 | API, Protocol |
| mcp_code_executor | bazinga012 | The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment. | 48 | Python, Conda |
| mcp-server-example | alejandro-ao | A simple MCP server to search for documentation (tutorial) | 67 | documentation, tutorial |
| openrpc-mpc-server | shanejonas | A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC. | 33 | JSON-RPC, OpenRPC |
| mcp-server-multiverse | lamemind | A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. | 46 | middleware, isolation |
| example-mcp-server | kirill-markin | A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click, create custom commands, and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup. | 33 | Cursor, Heroku |
| workers-mcp-demo | akazwz | cloudflare workers MCP server | 27 | cloudflare, workers |
| Awesome-MCP | Albertchamberlain | Awesome-MCP Servers & Clients & Funny things | 24 | Clients, Funny |
| ollama-mcp | rawveg | An MCP Server for Ollama | 43 | Ollama |
| create-mcp-server | maoxiaoke | A MCP Server to Create MCP Server | 21 | Automation, Tool |
| fused-mcp | fusedio | Fused MCP Agents: Setting up MCP Servers for Data Scientists | 23 | Data, Scientists |
| MCPControl | Cheffromspace | Cross-platform MCP server for OS automation | 43 | automation, cross-platform |
| mcp-edit-file-lines | oakenai | MCP Server to make line-based edits to a file. | 19 | file, editing |
| mcp-cline-personas | bradfair | An MCP server for managing .clinerules files using shared components and persona templates. |
21 | management, templates |
| loom-mcp | maxsloef | this is a TypeScript-based MCP server that implements a simple loom and makes it available for Claude to use. | 19 | TypeScript, loom |
| BuildMCPServer | nicknochnack | A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity. | 22 | RandomForest, BeeFramework |
| ezmcp | jujumilk3 | Easy-to-use MCP server framework specialized for SSE. | 17 | SSE, framework |
| LLMling | phil65 | Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML. | 16 | YAML, AI |
| mcp-starter-template | StevenStavrakis | An opinionated starter template for making Model Context Protocol (MCP) servers | 18 | template, MCP |
| mcp-tool-builder | hanweg | MCP server that creates its own tools as needed | 17 | automation, tools |
| mcp-clj | hugoduncan | A MCP server written in clojure | 25 | Clojure |
| mcp-attr | frozenlib | A library for declaratively building Model Context Protocol servers. | 19 | declarative, protocol |
| mcp-neurolora | aindreyway | An intelligent MCP server that provides tools for collecting and documenting code from directories | 14 | intelligent, documentation |
| illustrator-mcp-server | spencerhhubert | mcp server to run scripts on adobe illustrator | 20 | Illustrator, Automation |
| demo-mcp-server-client-implementation | mschwarzmueller | A demo implementation of a MCP server (consuming a dummy API) and basic client. | 20 | demo, client |
| SwiftMCP | Cocoanetics | Model Context Protocol Server for Swift | 16 | Swift, Protocol |
| generator-mcp | formulahendry | Yeoman Generator to quickly create a new MCP Server | 20 | Yeoman, Generator |
| databutton-mcp | databutton | Databutton MCP Server | 13 | Databutton |
| luke-desktop | DrJonBrock | A modern desktop client for Claude AI with MCP server support, built with Tauri, React, and TypeScript. | 15 | Desktop, TypeScript |
| Unconventional-thinking | stagsz | An MCP server for unconventional and boundary-breaking problem-solving through an advanced note-taking system. | 13 | note-taking, problem-solving |
| mcp-server-macos-defaults | g0t4 | macOS defaults - Model Context Protocol server | 10 | macOS, Protocol |
| emcp | joeymeere | A framework for building simple MCP servers with custom middleware | 10 | framework, middleware |
| mcp-server-template | jatinsandilya | Minimal typescript template to build an mcp server | 9 | TypeScript, template |
| mcp-sdk | php-llm | Model Context Protocol SDK for Client and Server applications in PHP | 15 | PHP, SDK |
| mcp-cpp | Neumann-Labs | A C++ SDK for the Model Context Protocol (MCP). The SDK will provide a framework for creating MCP servers and clients in C++. | 20 | C++, SDK |
| meta-mcp-server | DMontgomery40 | meta mcp server | 10 | meta |
| mcp-starter | MatthewDailey | A start template for a typescript mcp server | 8 | TypeScript, template |
| ex-mcp-test | y86 | Test implementation of mcp server in Elixir | 9 | Elixir, Testing |
| mcp-test-client | crazyrabbitLTC | MCP Test Client is a TypeScript testing utility for Model Context Protocol (MCP) servers. | 9 | TypeScript, testing |
| mcp-datetime | ZeparHyfar | A MCP server for datetime formatting and file name generation. | 10 | datetime, filename |
| starwind-ui-mcp | Boston343 | Local MCP server implementation for Starwind UI that you can use with Cursor, Windsurf, and other AI tools | 13 | Local, UI |
| mcp-manager-desktop | MCP-Club | WIP: A MCP server to search, install, uninstall all your MCP servers or services for your Claude App (or more) | 7 | Claude, management |
| mcp-server-text-editor | bhouston | An open source implementation of the Claude built-in text editor tool | 11 | editor, Claude |
| claude-code-mcp | KunihiroS | MCP Server connects with claude code local command. | 12 | Claude, local |
| openapi-mcp-generator | harsha-iiiv | A tool that converts OpenAPI specifications to MCP server | 19 | OpenAPI, converter |
| EasyMCP | mshojaei77 | A beginner-friendly client for the MCP (Model Context Protocol). Connect to SSE, NPX, and UV servers, and integrate with OpenAI for dynamic tool interactions. Perfect for exploring server connections and chat enhancements. | 11 | client, OpenAI |
| mcp-serverman | benhaotang | a cli/mcp server tool for managing mcp server json config file with version control, profiles and multi-client support | 8 | cli, json |
| mcpmock | strowk | Rapid prototyping for Model Context Protocol server | 6 | prototyping, protocol |
| mcps-logger | mlshv | console.log for your stdio MCP server | 8 | logging, stdio |
| withseismic-mcp | dougwithseismic | Withseismic MCP Server - Model Control Protocol, the ://WITHSEISMIC way | 9 | Protocol, Control |
| mcp-editor | arathald | Port of Anthropic’s file editing tools to an MCP server | 6 | Anthropic, editing |
| uiflowchartcreator | umshere | MCP server for creating UI flowcharts | 7 | UI, flowchart |
| swagger-mcp | danishjsheikh | mcp server which will dynamically define tools based on swagger | 15 | Swagger, dynamic |
| architect-mcp-server | stevennevins | architect mcp server | 5 | architect |
| mac-apps-launcher | JoshuaRileyDev | mac apps launcher | 8 | macOS, launcher |
| mcp-langchain-ts-client | isaacwasserman | LangChain.js client for Model Context Protocol. | 28 | LangChain, JavaScript |
| mcp-cli | wong2 | A CLI inspector for the Model Context Protocol | 239 | CLI, inspector |
| ModelContextProtocol-NET | salty-flower | ModelContextProtocol.NET | 71 | .NET, Protocol |
Data Analytics
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| firecrawl-mcp-server | mendableai | Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients. | 2553 | Firecrawl, scraping |
| fetcher-mcp | jae-jae | MCP server for fetch web page content using Playwright headless browser. | 589 | Playwright, web-scraping |
| mcp-grafana | grafana | MCP server for Grafana | 528 | Grafana |
| fetch-mcp | zcaceres | A flexible HTTP fetching Model Context Protocol server. | 274 | HTTP, Protocol |
| mcp-server-data-exploration | reading-plus-ai | mcp server data exploration | 270 | data, exploration |
| mcp | hyperbrowserai | A MCP server implementation for hyperbrowser | 215 | hyperbrowser |
| graphlit-mcp-server | graphlit | Model Context Protocol (MCP) Server for Graphlit Platform | 196 | Graphlit, Protocol |
| excel-mcp-server | haris-musa | A Model Context Protocol server for Excel file manipulation | 280 | Excel, Protocol |
| mcp-git-ingest | adhikasp | A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. | 133 | GitHub, protocol |
| aws-cost-explorer-mcp-server | aarora79 | MCP server for understanding AWS spend | 81 | AWS, cost |
| mcp-pinecone | sirmews | Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG | 110 | Pinecone, RAG |
| mcp-vegalite-server | isaacwasserman | mcp vegalite server | 52 | vegalite, visualization |
| mcp-jina-reader | wong2 | Jina Reader MCP Server | 38 | Jina, Reader |
| coincap-mcp | QuantGeekDev | A coincap mcp server to access crypto data from coincap API | 61 | crypto, API |
| logfire-mcp | pydantic | The Logfire MCP Server is here! :tada: | 48 | Logfire |
| mcp-server-ccxt | Nayshins | Cryptocurrency Market Data MCP Server | 36 | Crypto, Market |
| sample-mcp-server-s3 | aws-samples | sample mcp server s3 | 33 | sample, s3 |
| hex-mcp | 9elements | MCP Server for Hex Package Versions | 26 | Hex |
| coinmarket-mcp-server | anjor | coinmarket mcp server | 30 | crypto, market |
| JSON-MCP-Server | GongRzhe | JSON handling and processing microservice server | 32 | JSON, microservice |
| sketchfab-mcp-server | gregkop | This is an MCP (Model Context Protocol) Server for discovering and downloading 3D models | 23 | 3D, Protocol |
| alphavantage | calvernaz | A MCP server for the stock market data API, Alphavantage API. | 30 | API, Stock |
| vectorize-mcp-server | vectorize-io | Official Vectorize MCP Server | 42 | Vectorize, Official |
| agentql-mcp | tinyfish-io | Model Context Protocol server that integrates AgentQL’s data extraction capabilities. | 48 | Protocol, AgentQL |
| zotero-mcp | kujenga | Model Context Protocol (MCP) server for the Zotero API, in Python | 43 | Python, API |
| hn-server | pskill9 | Hacker news MCP server | 25 | news, hacker |
| Crawl4AI-MCP | Vistiqx | Crawl4AI-MCP: A powerful web crawling and content analysis server that combines targeted web scraping with Claude AI processing. Extract insights from specific websites with customizable depth, content selection, and AI analysis capabilities. | 26 | crawling, AI |
| mcp-server-gsc | ahonn | A Model Context Protocol (MCP) server providing access to Google Search Console | 17 | Google, API |
| mcp-server | wandb | A collection of MCP (Model Context Protocol) tools and examples for wandb and weave | 26 | wandb, weave |
| mcp-shodan | BurtTheCoder | MCP server for querying the Shodan API | 25 | Shodan, API |
| scrapegraph-mcp | ScrapeGraphAI | ScapeGraph MCP Server | 21 | Graph, Scape |
| mcp-etherscan-server | crazyrabbitLTC | An MCP (Model Context Protocol) server that provides Ethereum blockchain data tools via Etherscan’s API. Features include checking ETH balances, viewing transaction history, tracking ERC20 transfers, fetching contract ABIs, monitoring gas prices, and resolving ENS names. | 13 | Ethereum, Blockchain |
| mcp-npx-fetch | tokenizin-agency | A powerful MCP server for fetching and transforming web content into various formats (HTML, JSON, Markdown, Plain Text) with ease. | 14 | web, transformer |
| excel-reader-mcp | ArchimedesCrypto | A Model Context Protocol (MCP) server for reading Excel files with automatic chunking and pagination support. Built with SheetJS and TypeScript. | 15 | TypeScript, Excel |
| mcp-crypto-price | truss44 | A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap’s API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data. | 22 | cryptocurrency, API |
| arbitrum_mcp_server | soodteenz | arbitrum_mcp_server | 8 | arbitrum, blockchain |
| coin_api_mcp | longmans | A Model Context Protocol server that provides access to CoinMarketCap’s cryptocurrency data. This server enables AI-powered applications to retrieve cryptocurrency listings, quotes, and detailed information about various coins. | 20 | cryptocurrency, API |
| lightdash-mcp-server | syucream | A MCP(Model Context Protocol) server that accesses to Lightdash | 13 | Lightdash, Protocol |
| mcp-server-google-analytics | ruchernchong | Model Context Protocol server for Google Analytics, enabling LLMs to fetch and analyze web analytics data | 17 | Analytics, LLM |
| mcp-yfinance | 9nate-drake | MCP Server for fething yfinance financial data into Claude Desktop | 13 | finance, yfinance |
| mcp-ossinsight | damonxue | An MCP server based on OSSInsight.io, providing data analysis for GitHub individuals and repositories, as well as in-depth insights into the open source ecosystem. | 13 | OSSInsight, GitHub |
| akshare_mcp_server | ttjslbz001 | akshare_mcp_server | 17 | akshare, python |
| world_bank_mcp_server | anshumax | An implementation of the Model Context Protocol for the World Bank open data API | 16 | API, Protocol |
| mcp-server-prometheus | loglmhq | MCP server for interacting with Prometheus | 14 | Prometheus, Monitoring |
| dataset-viewer | privetin | MCP server for interacting with Hugging Face dataset viewer API, providing dataset browsing, filtering, and statistics capabilities | 14 | HuggingFace, dataset |
| earthdata-mcp-server | datalayer | 🌎 Earthdata MCP Server | 8 | Earthdata, geospatial |
| polymarket-mcp | berlinbra | MCP Server for PolyMarket API | 13 | API |
| knowledge-base-mcp-server | jeanibarz | This MCP server provides tools for listing and retrieving content from different knowledge bases. | 10 | knowledge, tools |
| binance-mcp-server | qeinfinity | binance mcp server | 8 | binance, exchange |
| mcp-wordcounter | qpd-v | A Model Context Protocol server for analyzing text documents with word and character counting capabilities | 8 | text, analysis |
| BigGo-MCP-Server | Funmula-Corp | BigGo MCP Server utilizes APIs from BigGo, a professional price comparison website. | 8 | API, Comparison |
| mcp-mistral-ocr | everaldo | Model Context Protocol (MCP) Server for Mistral OCR API | 10 | OCR, API |
| superset-mcp | aptro | connect to 50+ data stores via superset mcp server and Claude Desktop app | 20 | superset, Claude |
| keboola-mcp-server | keboola | keboola mcp server | 10 | keboola |
| prometheus-mcp-server | pab1it0 | A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces. | 33 | Prometheus, AI |
| excel-mcp-server | zhiwei5576 | Excel数据处理微服务 | 13 | Excel, microservice |
| powerplatform-mcp | michsob | PowerPlatform Model Context Protocol server | 10 | PowerPlatform, Protocol |
| dbt-semantic-layer-mcp-server | TommyBez | MCP Server for querying DBT Semantic Layer | 8 | DBT, Semantic |
| datadog-mcp | sqr | Model Context Protocol server to integrate with Datadog | 6 | Datadog, Protocol |
| mcp-atomictoolkit | XirtamEsrevni | An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc. | 7 | ASE, pymatgen |
| mcp-google-docs | phact | mcp server for creating, reading, editing google docs (supports comments) | 9 | Google, Docs |
| mcp-ortools | Jacck | Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving | 9 | OR-Tools, constraint |
| dune-analytics-mcp | kukapay | A mcp server that bridges Dune Analytics data to AI agents. | 15 | Dune, AI |
| mcp-server-weather-js | hideya | Simple Weather MCP Server Example | 5 | Weather, Example |
| mcp-coingecko-server | crazyrabbitLTC | An Anthropic MCP server (with OpenAI Function calling compatibility) for the Coingecko Pro API | 5 | API, Compatibility |
| skrape-mcp | skrapeai | MCP Server for skrape.ai, lets you input any URL and it returns clean markdown for the LLM | 5 | markdown, scraping |
| fantasy-pl-mcp | rishijatia | Fantasy Premier League MCP Server | 12 | Fantasy, Football |
| fiscal-data-mcp | QuantGeekDev | mcp server connected to us treasury data, built with mcp-framework | 7 | framework, finance |
| eunomia-mcp-server | whataboutyou-ai | eunomia mcp server | 5 | eunomia |
| Quickchart-MCP-Server | GongRzhe | A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools. | 44 | charts, QuickChart |
| mcp-server-llmling | phil65 | MCP (Model context protocol) server with LLMling backend | 5 | LLM, protocol |
| whale-tracker-mcp | kukapay | A mcp server for tracking cryptocurrency whale transactions. | 9 | cryptocurrency, tracking |
| MCP_Security | fr0gger | This is a repository to experiment with MCP for security | 22 | security, experiment |
| MCP-wolfram-alpha | SecretiveShell | Connect your chat repl to wolfram alpha computational intelligence | 23 | Wolfram, chatbot |
| mcp-tinybird | tinybirdco | mcp tinybird | 57 | tinybird |
| OpenDataMCP | OpenDataMCP | Connect any Open Data to any LLM with Model Context Protocol. | 109 | LLM, Protocol |
| fetch | modelcontextprotocol | A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption. | 0 | LLM, web |
Knowledge Management
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| 5ire | nanbingxyz | 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers . | 3081 | AI, desktop |
| DevDocs | cyberagiinc | Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App | 1250 | Documentation, UI |
| openapi-mcp-server | janwilmake | Allow AI to wade through complex OpenAPIs using Simple Language | 500 | AI, OpenAPI |
| perplexity-mcp | DaInfernalCoder | A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon | 167 | AI, research |
| obsidian-mcp | StevenStavrakis | A simple MCP server for Obsidian | 221 | Obsidian |
| mcp-reasoner | Jacck | A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation. | 164 | reasoning, Claude |
| model-context-protocol-resources | cyanheads | Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I’ve built while learning about this new protocol. | 166 | protocol, learning |
| mcp-knowledge-graph | shaneholloman | MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development | 138 | Claude, local |
| MemoryMesh | CheMiguel23 | A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models. v0.2.8 | 155 | knowledge-graph, MCP |
| mcp-memory-service | doobidoo | MCP server providing semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers. | 167 | Claude, ChromaDB |
| amazon-fresh-server | Alec2435 | An amazon fresh mcp server | 62 | amazon, fresh |
| mcp-codex-keeper | aindreyway | An intelligent MCP server that serves as a guardian of development knowledge, providing Cline assistants with curated access to latest documentation and best practices across the software development landscape | 59 | AI, Documentation |
| anki-mcp-server | scorzeth | An MCP server for Anki | 82 | Anki |
| thoughtful-claude | martinbowling | MCP server that enhances Claude’s reasoning capabilities by integrating DeepSeek R1’s advanced reasoning engine 🤔 | 47 | reasoning, integration |
| mcp-compass | liuyoshio | MCP Discovery & Recommendation Service - Find the right MCP server for your needs | 66 | discovery, recommendation |
| mcp-think-tool | DannyMac180 | An MCP server implementing the think tool for Claude | 57 | Claude, tool |
| obsidian-mcp-server | cyanheads | Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure, token-aware tools for seamless knowledge base management through a standardized interface. | 56 | LLM, Obsidian |
| deepseek-claude-MCP-server | HarshJ23 | a MCP server which integrates reasoning capabilities of DeepSeek R1 model into claude desktop app. | 39 | AI, integration |
| memories-with-lessons-mcp-server | T1nker-1220 | I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this | 38 | memory, enhancement |
| roam-research-mcp | 2b3pro | MCP Server for Roam Research Graph Integration | 34 | Roam, Integration |
| mcp-logseq-server | ergut | MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph. | 49 | LogSeq, HTTP |
| mcp-package-docs | sammcj | An MCP server that provides LLMs with efficient access to package documentation across multiple programming languages | 53 | LLM, documentation |
| huggingface-mcp-server | shreyaskarnik | huggingface mcp server | 38 | huggingface, AI |
| code-research-mcp-server | nahmanmate | code research mcp server | 30 | research, code |
| godoc-mcp | mrjoshuak | go doc mcp server | 42 | Go, documentation |
| memory-mcp-server | okooo5km | A Model Context Protocol server that provides knowledge graph management capabilities. | 85 | Protocol, Graph |
| think-mcp-server | PhillipRt | think mcp server | 56 | think, framework |
| MCPNotes | 9Ninety | A simple note-taking MCP server for recording and managing notes with AI models. | 21 | AI, notes |
| anki-mcp-server | CamdenClark | A model context protocol server that connects to Anki through AnkiConnect | 37 | AnkiConnect, protocol |
| chroma | privetin | A Model Context Protocol (MCP) server implementation that provides vector database capabilities through Chroma. | 26 | Chroma, vector |
| paperless-mcp | nloui | An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance. | 24 | Paperless-NGX, API |
| mindmap-mcp-server | YuChenSSR | mindmap, mcp server, artifact | 63 | mindmap, artifact |
| mem0-mcp | pinkpixel-dev | ✨ mem0 MCP Server: A modern memory system for AI applications with flexible provider support (OpenAI, Ollama, etc.) and MCP protocol integration. Enables long-term memory for AI agents through a simple API or as a drop-in MCP server. | 35 | memory, AI |
| mcp-server-rememberizer | skydeckai | mcp server rememberizer | 19 | memory, utility |
| bear-mcp-server | akseyh | MCP Server integration for Bear note app | 22 | integration, notes |
| anti-bullshit-mcp-server | bmorphism | MCP server for analyzing claims, validating sources, and detecting manipulation using multiple epistemological frameworks | 16 | analysis, validation |
| cratedocs-mcp | d6e | An MCP server for rust crate docs | 19 | Rust, documentation |
| mcp-svelte-docs | spences10 | 🔍 MCP server that lets you search and access Svelte documentation with built-in caching | 30 | Svelte, caching |
| memory-bank-mcp | movibe | MCP Server para gerenciar o Memory Bank | 24 | management, memory |
| kb-mcp-server | Geeksfino | Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve. | 23 | knowledge, compression |
| semantic-scholar-fastmcp-mcp-server | YUZongmin | A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks. | 22 | API, Academic |
| cosa-sai | M-Gonzalo | MCP server for retrieving relevant documentation from a knowledge base | 13 | documentation, knowledgebase |
| reaper-mcp-server | dschuler36 | An MCP Server for interacting with Reaper projects. | 23 | Reaper, API |
| mcp-community | Mirascope | Easily run, deploy, and connect to MCP servers | 12 | deployment, connectivity |
| logseq-mcp-tools | joelhooks | mcp server for logseq graph | 16 | logseq, plugin |
| package-documentation-mcp | cdugo | MCP Server to retrieve documentation for a package | 12 | documentation, package |
| mcp-sefaria-server | Sivan22 | Fetch and read Jewish texts through the API of Sefaria.org | 11 | API, Jewish |
| logseq-mcp | dailydaniel | simple logseq mcp server | 16 | logseq, logging |
| mcp-duckdb-memory-server | IzumiSy | MCP Memory Server with DuckDB backend | 21 | DuckDB, Memory |
| sqlite-literature-management-fastmcp-mcp-server | YUZongmin | A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs. | 10 | knowledge, management |
| mcp-server-memos-py | RyoJerryYu | A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos. | 12 | Python, LLM |
| python-memory-mcp-server | evangstav | python memory mcp server | 10 | python, memory |
| retrieval-augmented-thinking | stat-guy | MCP server for retrieval augmented thinking and problem solving | 11 | retrieval, problem-solving |
| duckduckgo-web-search | Sunwood-ai-labs | DuckDuckGo Web Search MCP Server - A simple web search implementation for Claude Desktop using DuckDuckGo API | 9 | search, API |
| obsidian-mcp-server | marcelmarais | obsidian mcp server | 10 | obsidian |
| fibery-mcp-server | Fibery-inc | fibery mcp server | 11 | fibery |
| DeepLucid3D-MCP | MushroomFleet | Unified Cognitive Processing Framework - MCP server for Cline and more | 9 | Framework, Cognitive |
| shannon-thinking | olaservo | MCP server for applying a Claude Shannon-inspired problem-solving pattern | 10 | Claude, Shannon |
| mcp-confluence | mouhamadalmounayar | This repository contains the source code for a confluence context server, it provides prompts that can be used as slash commands for clients like Zed Editor, in order to add page contents as context to the AI assistant. | 9 | confluence, AI |
| mcp-documentation-server | mahawi1992 | MCP Documentation Server with AI Learning Capabilities | 9 | AI, Documentation |
| mcp-kibela | kj455 | MCP server implementation that enables AI assistants to search and reference Kibela content | 11 | AI, Kibela |
| claudesidian | Synaptic-Labs-AI | An MCP server for your second brain. | 8 | knowledge, organization |
| Yuque-MCP-Server | HenryHaoson | Yuque MCP Server | 12 | Yuque |
| memory-bank-mcp-server | t3ta | memory bank mcp server | 7 | memory, bank |
| MCP_Atom_of_Thoughts | kbsooo | Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought, using the dependencies between these units to deliver more robust reasoning and validated insights. | 16 | reasoning, decomposition |
| ragie-mcp-server | ragieai | Ragie Model Context Protocol Server | 9 | Protocol, Model |
| mcp-qdrant-memory | delorenj | MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database | 8 | Qdrant, semantic |
| apple-notes-mcp | sirmews | Read your Apple Notes with Claude Model Context Protocol | 80 | Apple, Claude |
| mcp-zotero | kaliaboi | A connector for Claude Desktop to work with collection and sources on your Zotero Cloud. | 75 | Zotero, Claude |
| rijksmuseum-mcp | r-huijts | Rijksmuseum MCP integration for artwork exploration and analysis | 41 | artwork, integration |
| mcp-neo4j | neo4j-contrib | Model Context Protocol with Neo4j | 227 | Neo4j, Protocol |
| mcp-obsidian | smithery-ai | A connector for Claude Desktop to read and search an Obsidian vault. | 694 | Obsidian, Claude |
| ancestry-mcp | reeeeemo | Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files | 20 | Python, GEDCOM |
| memory | modelcontextprotocol | A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats. | 0 | knowledge-graph, persistent-memory |
| sentry | modelcontextprotocol | A Model Context Protocol server for retrieving and analyzing issues from Sentry.io. This server provides tools to inspect error reports, stacktraces, and other debugging information from your Sentry account. | 0 | Sentry, debugging |
Search and Information Retrieval
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| modelcontextprotocol | ppl-ai | A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem. | 936 | Perplexity, connector |
| exa-mcp-server | exa-labs | Claude can perform Web Search | Exa with MCP (Model Context Protocol) | 539 |
| mcp-webresearch | mzxrai | MCP web research server (give Claude real-time info from the web) | 228 | web, research |
| google-search | web-agent-master | A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration. | 210 | Playwright, Node.js |
| perplexity-mcp | jsonallen | A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI’s API. | 123 | API, search |
| mcp-server-rag-web-browser | apify | A MCP Server for the RAG Web Browser Actor | 118 | RAG, Web |
| search-server | fengin | 一个基于MCP协议的搜索服务实现，提供网络搜索和本地搜索功能，Cursor和Claude Desktop能与之无缝集成。 | 59 | Search, Integration |
| elasticsearch-mcp-server | cr7258 | A Model Context Protocol (MCP) server implementation that provides Elasticsearch interaction. | 100 | Elasticsearch, Protocol |
| mcp-DEEPwebresearch | qpd-v | Enhanced MCP server for deep web research | 51 | web, research |
| bilibili-mcp-server | huccihuang | MCP Server for the Bilibili API, supporting various operations. | 92 | Bilibili, API |
| mcp-scholarly | adityak74 | A MCP server to search for accurate academic articles. | 82 | Academic, Search |
| mcp-tavily | RamXX | An MCP server for Tavily’s search API | 48 | API, Search |
| duckduckgo-mcp-server | nickclyde | A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing. | 91 | search, parsing |
| crawl4ai-mcp-server | weidwonder | 用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server， 节省你的token | 69 | LLM, search |
| mcp-reddit | adhikasp | A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content. | 51 | Reddit, analytics |
| MCP-searxng | SecretiveShell | MCP server for connecting agentic systems to search systems via searXNG | 61 | searXNG, agentic |
| mcp-searxng | ihor-sokoliuk | MCP Server for SearXNG | 55 | SearXNG |
| mcp-simple-pubmed | andybrandt | MCP server for searching and querying PubMed medical papers/research database | 63 | PubMed, medical |
| mcp-server-azure-ai-agents | farzad528 | Model Context Protocol Servers for Azure AI Search | 35 | Azure, AI |
| Google-Search-MCP-Server | mixelpixx | MCP Server built for use with VS Code / Cline / Anthropic - enable google search and ability to follow links and research websites | 39 | VS Code, Anthropic |
| mcp-server-tavily | Tomatio13 | mcp server tavily | 29 | tavily |
| mcp-servers-kagi | ac3xx | A Model Context Protocol server implementation for Kagi’s API | 30 | API, Kagi |
| server-google-news | ChanMeng666 | 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support. | 39 | News, API |
| mcp_zoomeye | zoomeye-ai | A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc. | 23 | network, API |
| duckduckgo-mcp-server | zhsama | duckduckgo mcp server | 27 | duckduckgo |
| academic-search-mcp-server | afrise | Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref. | 27 | Academic, Search |
| openai-websearch-mcp | ConechoAI | openai websearch tool as mcp server | 34 | openai, websearch |
| bing-search-mcp | leehanchung | MCP Server for Bing Search API | 26 | Bing, API |
| memory-journal-mcp-server | Siddhant-K-code | MCP server designed to help you search and analyze your photo library (iCloud) | 16 | iCloud, photos |
| python-mcp-server | LinkupPlatform | Linkup is a third-party extension that gives Claude access to real-time web search and premium content sources. It seamlessly integrates with Claude Desktop, enabling up-to-date information retrieval during conversations through a simple 60-second setup process. | 15 | extension, integration |
| Serper-search-mcp | NightTrek | Un-official Serper Google search server for Cline and other MCP clients | 20 | Serper, Google |
| mcp-otzaria-server | Sivan22 | makes the jewish library accessible to LLMs through the MCP protocol | 12 | library, LLM |
| mcp-google-cse | Richard-Weiss | A Model Context Protocol server that provides search capabilities using a Google CSE (custom search engine). | 15 | search, CSE |
| mcp-google-custom-search-server | limklister | An mcp server for searching against google custom search api | 13 | search, API |
| perplexity-mcp | nachoal | A perplexity MCP server | 8 | perplexity |
| pubmedmcp | grll | A MCP server for PubMed data | 12 | PubMed, API |
| mcp-server-searxng | kevinwatt | An MCP server implementation that integrates with SearXNG, providing privacy-focused meta search capabilities. | 13 | SearXNG, privacy |
| esa-mcp-server | d-kimuson | esa の Model Context Protocol サーバー実装 | 20 | Protocol, Japanese |
| rust-docs-mcp-server | laptou | rust docs mcp server | 13 | rust, docs |
| mcp-server-obsidian-omnisearch | anpigon | An MCP server that enables searches within Obsidian vaults using the Omnisearch plugin API. Returns absolute paths to matching notes for seamless integration. 🚀 | 13 | Obsidian, Omnisearch |
| npm-search-mcp-server | btwiuse | MCP server for searching npm packages | 10 | npm, search |
| mcp-hn | erithwik | MCP Server for Hackernews | 24 | Hackernews |
| mcp-server-ticketmaster | delorenj | A Ticketmaster MCP server that provides query capabilites from the Discovery API | 10 | API, Discovery |
| gsc-mcp-server | seotesting-com | gsc mcp server | 7 | gsc |
| dataforseo-mcp-server | Skobyn | A comprehensive stdio MCP server for DataForSEO API | 19 | API, stdio |
| mcp-server-reposearch | happyZYM | mcp server reposearch | 8 | search, repository |
| one-search-mcp | yokingma | 🚀 OneSearch MCP Server: Web Search & Scraper & Extract | 17 | Web, Scraper |
| mcp-omnisearch | spences10 | 🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface. | 27 | search, AI |
| cursor-local-indexing | LuotoCompany | ChromaDB-powered local indexing support for Cursor, exposed as an MCP server | 12 | ChromaDB, Cursor |
| mcp-server-serper | marcopesani | Serper MCP Server supporting search and webpage scraping | 10 | Serper, scraping |
| glean-mcp-server | longyi1207 | glean mcp server | 6 | glean |
| mcp-tavily | kshern | mcp server of tavily | 3 | tavily |
| web-search | pskill9 | Web search using free google search (NO API KEYS REQUIRED) | 111 | search, google |
| mcp-simple-arxiv | andybrandt | Tool to work with arXiv, provide LLM with ability to search and read papers from there | 69 | arXiv, LLM |
| search1api-mcp | fatwang2 | search1api mcp | 115 | search, api |
| nyt | angheljf | nyt | 9 | news, media |
| mcp-everything-search | mamertofabian | mcp everything search | 123 | search, tool |
| mcp-ragdocs | hannesrudolph | An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. | 143 | vector, documentation |
| brave-search | modelcontextprotocol | An MCP server implementation that integrates the Brave Search API, providing both web and local search capabilities. | 0 | Search, API |
| aws-kb-retrieval-server | modelcontextprotocol | An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime. | 0 | AWS, Bedrock |
Communication
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| mcp-server-chatsum | chatmcp | Query and Summarize your chat messages. | 908 | Chat, Summarization |
| mcp-youtube | anaisbetts | A Model-Context Protocol Server for YouTube | 298 | YouTube, Protocol |
| iterm-mcp | ferrislucas | A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance | 266 | iTerm, REPL |
| erickwendel-contributions-mcp | ErickWendel | A Model Context Protocol (MCP) server that provides tools to query Erick Wendel’s contributions across different platforms | 81 | Protocol, Query |
| kagimcp | kagisearch | A Model Context Protocol (MCP) server for Kagi search. | 59 | Kagi, Protocol |
| mcp-telegram | sparfenyuk | MCP server to work with Telegram through MTProto | 69 | Telegram, MTProto |
| mcp-browser-use | vinayak-mehta | MCP server for browser-use | 57 | browser, JavaScript |
| mcp-discord | hanweg | MCP server for discord bot | 49 | Discord, Bot |
| spring-ai-mcp-client | ogulcanarbc | mcp client application that utilizes spring ai and anthropic claude models. it integrates with mcp protocol-supported servers to enable ai-powered chat interactions. | 40 | Spring, AI |
| discordmcp | v-3 | Discord MCP Server for Claude Integration | 57 | Discord, Claude |
| mcp_sse | kEND | An elixir Model Context Protocal (MCP) server library which uses the Server-Sent Events (SSE) transport type | 41 | Elixir, SSE |
| unichat-mcp-server | amidabuddha | unichat mcp server | 31 | chat, messaging |
| imessage-query-fastmcp-mcp-server | hannesrudolph | An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling. | 42 | iMessage, LLM |
| armor-crypto-mcp | armorwallet | The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more. | 168 | Blockchain, Swaps |
| Memgpt-MCP-Server | Vic563 | A Model Context Protocol (MCP) server that provides persistent memory and multi-model LLM support. | 21 | LLM, persistent |
| nostr-mcp | AbdelStark | A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. | 25 | Nostr, Decentralized |
| mac_messages_mcp | carterlasalle | An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. | 58 | iMessage, LLM |
| mcp-communicator-telegram | qpd-v | An MCP server that enables communication with users through Telegram. This server provides a tool to ask questions to users and receive their responses via a Telegram bot. | 26 | Telegram, bot |
| mcp-simple-openai-assistant | andybrandt | MCP server that gives Claude ability to use OpenAI’s GPTs assistants | 24 | OpenAI, Claude |
| mcp-go | riza-io | Build Model Context Protocol (MCP) servers in Go | 29 | Go, Protocol |
| mcp-web-ui | MegaGrindStone | MCP Web UI is a web-based user interface that serves as a Host within the Model Context Protocol (MCP) architecture. It provides a powerful and user-friendly interface for interacting with Large Language Models (LLMs) while managing context aggregation and coordination between clients and servers. | 43 | Web, UI |
| nostr-mcp-server | AustinKelsay | A Model Context Protocol (MCP) server that provides Nostr capabilities to LLMs like Claude. | 24 | Nostr, LLM |
| bluesky-context-server | laulauland | Bluesky MCP server | 19 | Bluesky |
| mcp-dingdingbot-server | HundunOnline | 钉钉webhook MCP server | 18 | webhook, dingtalk |
| mcp-chat | Flux159 | Open Source Generic MCP Client for testing & evaluating mcp servers and agents | 40 | OpenSource, Testing |
| wecom-bot-mcp-server | loonghao | A Python server implementation for WeCom (WeChat Work) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise WeChat environments. | 26 | Python, WeCom |
| say-mcp-server | bmorphism | MCP server for macOS text-to-speech functionality | 12 | macOS, TTS |
| vrchat-mcp | sawa-zen | This project is a Model Context Protocol (MCP) server for interacting with the VRChat API. | 31 | VRChat, API |
| mcp-web-browser | random-robbie | An advanced web browsing server for the Model Context Protocol (MCP) powered by Playwright, enabling headless browser interactions through a flexible, secure API. | 14 | Playwright, API |
| lark-tools-mcp | Li-vien | MCP server provides Feishu related operations to AI encoding agents such as cursor 飞书MCP插件，读取文档、发送消息、合同审批、数据处理… | 21 | Feishu, automation |
| mcp-server-esignatures | esignaturescom | MCP server for eSignatures (https://esignatures.com) | 13 | eSignatures |
| jira-mcp-server | KS-GEN-AI | A test of jira mcp server | 18 | jira, test |
| unichat-ts-mcp-server | amidabuddha | unichat ts mcp server | 9 | TypeScript, Chat |
| x-mcp-server | DataWhisker | x mcp server | 13 | |
| wweb-mcp | pnizer | WhatsApp Web MCP Server | 18 | WhatsApp, Web |
| mcp-wecombot-server | gotoolkits | An MCP server application that sends various types of messages to the WeCom group robot. | 15 | WeCom, messaging |
| mcp-chat-analysis-server | rebots-online | mcp chat analysis server | 10 | chat, analysis |
| TranscriptionTools-MCP | MushroomFleet | An MCP server providing intelligent transcript processing capabilities, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs. | 9 | transcript, LLM |
| mcpq-plugin | mcpq | Minecraft Java server plugin designed to allow other client libraries to control the server it is running on | 7 | Java, plugin |
| mcp-perplexity-search | spences10 | 🔎 A Model Context Protocol (MCP) server for integrating Perplexity’s AI API with LLMs. | 8 | AI, LLM |
| imessage-mcp | willccbb | iMessage RAG MCP Server from Anthropic MCP Hackathon (NYC) | 11 | iMessage, RAG |
| mcp-server-dify | yuru-sha | Sample MCP Server for Dify AI | 9 | Dify, AI |
| mcp-websocket | virajsharma2000 | This server implements an MCP (Model Context Protocol) server with WebSocket enhancements for real-time data updates. | 13 | WebSocket, real-time |
| python-pip-mcp | lukeage | Minimal Example Implementation of a MCP Server / Client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable. | 8 | Python, Pip |
| perplexity-mcp-server | laodev1 | A server that implements the MCP protocol to bring perplexity API into context. | 6 | API, protocol |
| cryptopanic-mcp-server | kukapay | Provide latest cryptocurrency news to AI agents. | 21 | cryptocurrency, AI |
| cal2prompt | shuntaka9576 | ✨ Fetches your schedule (Google Calendar) and outputs it as a single LLM prompt, with an optional MCP server mode. | 11 | Google, LLM |
| mcp-discord-raw | hanweg | MCP server for discord bot - adds one tool with raw API access | 7 | Discord, API |
| mcp-google-workspace | j3k0 | MCP Server for Gmail and Calendar | 7 | Gmail, Calendar |
| zbd-mcp-server | zebedeeio | ZBD MCP Server | 4 | |
| Remote-MCP | ssut | A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context. | 129 | Type-safe, Remote |
| any-chat-completions-mcp | pyroprompts | any chat completions mcp | 100 | chat, completions |
| confluence-mcp-server | KS-GEN-AI | A test of confluence mcp server | 9 | confluence, test |
| slack | modelcontextprotocol | MCP Server for the Slack API, enabling Claude to interact with Slack workspaces. | 0 | Slack, API |
Programming and Development
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| magic-mcp | 21st-dev | It’s like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic | 1266 | frontend, dev |
| mcp-framework | QuantGeekDev | A framework for writing modelcontextprotocol (MCP) servers in Typescript | 578 | Typescript, framework |
| create-python-server | modelcontextprotocol | Create a Python MCP server | 390 | Python, Server |
| awesome-cursor-mpc-server | kleneway | Example of an MCP server with custom tools that can be called directly from cursor | 282 | custom, cursor |
| labs-ai-tools-for-devs | docker | An MCP server & prompt runner for all of Docker. Simple Markdown. BYO LLM. | 193 | Docker, Markdown |
| create-typescript-server | modelcontextprotocol | CLI tool to create a new TypeScript MCP server | 153 | TypeScript, CLI |
| ida-pro-mcp | mrexodia | MCP Server for IDA Pro | 1445 | IDA, Plugin |
| unreal-analyzer-mcp | ayeletstudioindia | MCP server for Unreal Engine 5 | 71 | Unreal, Engine |
| mcp_code_analyzer | emiryasar | A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions. | 31 | analysis, Claude |
| BifrostMCP | biegehydra | VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs | 68 | VSCode, LLM |
| Xcode-mcp-server | PolarVista | Xcode mcp server | 35 | Xcode, iOS |
| simulator-mcp-server | JoshuaRileyDev | simulator mcp server | 39 | simulator |
| mcp-solver | szeider | Model Context Protocol (MCP) server for constraint optimization and solving" | 54 | optimization, solving |
| unplugin-mcp | situ2001 | A unified MCP (Model Context Protocol) server plugin for any JavaScript build tools. | 28 | JavaScript, plugin |
| payloadcmsmcp | Matmax-Worldwide | Payload CMS MCP Server | 31 | CMS, Payload |
| mcp-llm | sammcj | An MCP server that provides LLMs access to other LLMs | 29 | LLM, API |
| MCPRules | bartwisch | A powerful Model Context Protocol (MCP) server that manages and serves programming guidelines and rules. This server integrates with development tools to provide consistent coding standards across projects. | 17 | Protocol, Guidelines |
| mcp-dockmaster | dcSpark | MCP Dockmaster allows you to easily install and manage MCP servers. Available for Mac, Windows and Linux as a Desktop App, CLI and a library. | 35 | management, cross-platform |
| nrepl-mcp-server | JohanCodinha | nRepl mcp server for clojure. Enables interaction with a running Clojure nREPL instance, allowing evaluation of Clojure code, namespace inspection, and other utilities via MCP. | 23 | Clojure, nREPL |
| mcp_rails_template | seuros | A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities and examples. | 28 | Rails, API |
| next-mcp-server | jazelly | Help LLMs to understand your Next apps better | 85 | Next.js, LLM |
| Windows-MCP-Server-Installation-Verification-Guide | trevorwilkerson | Windows MCP server setup differs from Mac by requiring absolute file paths and explicit node.exe references instead of npx commands. The installation requires verifying npm and installing packages globally to the AppData\Roaming\npm\node_modules directory. Running servers needs complete paths for both node.exe and the server’s index.js file. | 17 | Windows, npm |
| openai-mcp | arthurcolle | OpenAI Code Assistant Model Context Protocol (MCP) Server | 19 | OpenAI, Protocol |
| mcp-code-analyzer | seanivore | A Model Context Protocol server for Python code analysis with Claude. Again, works with warning now. I’m missing something here. | 13 | Python, Claude |
| mcp-perplexity-server | PoliTwit1984 | A Model Context Protocol (MCP) server for intelligent code analysis and debugging using Perplexity AI’s API, seamlessly integrated with the Claude desktop client. | 10 | AI, debugging |
| second-opinion-mcp-server | PoliTwit1984 | second opinion mcp server | 12 | second-opinion |
| headless-editor-mcp | oakenai | Headless Editor MCP Server for intelligent code editing | 10 | Editor, Headless |
| mcp-clojure-sdk | unravel-team | A Clojure SDK to create MCP servers (and eventually clients) | 19 | Clojure, SDK |
| matlab-mcp-server | WilliamCloudQi | The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation. | 21 | MATLAB, AI |
| uithub-mcp | janwilmake | Simple MCP server for uithub.com | 9 | github |
| cedarscript-mcp | th3w1zard1 | MCP server integrating CEDARScript grammar functionality into tool use. | 8 | CEDARScript, integration |
| photoshop-python-api-mcp-server | loonghao | A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop’s Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions. | 26 | Photoshop, Python |
| matlab-mcp | Tsuchijo | Model Context Protocol server to let LLMs write and execute matlab scripts | 13 | LLM, MATLAB |
| zig-mcp-server | openSVM | zig mcp server | 12 | zig |
| hide-mcp | hide-org | MCP server for Hide | 8 | Hide |
| cursor-resources | ample-education | .cursorrules, MCP and MCP servers, prompts, tips and tricks | 9 | prompts, tips |
| mcp-chain-of-draft-server | bsmi021 | Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code reviews, and implementation planning. | 13 | AI, development |
| unreal-mcp | runeape-sats | Unreal Engine MCP server for Claude Desktop (early alpha preview) | 10 | Unreal, Desktop |
| mcp_flutter | Arenukvern | MCP server for Flutter | 31 | Flutter |
| nuanced-mcp | MattMorgis | A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library | 9 | analysis, LLM |
| mcp-server-semgrep | Szowesgad | MCP Server Semgrep is a Model Context Protocol compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis, security vulnerability detection, and code quality improvements directly through a conversational interface. | 11 | Semgrep, static-analysis |
| wcgw | rusiaaman | Shell and coding agent on claude desktop app | 412 | Shell, Coding |
| codemirror-mcp | marimo-team | CodeMirror extension to hook up a Model Context Provider (MCP) | 59 | CodeMirror, extension |
| gitlab | modelcontextprotocol | MCP Server for the GitLab API, enabling project management, file operations, and more. | 0 | GitLab, API |
Content Management
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| markdownify-mcp | zcaceres | A Model Context Protocol server for converting almost anything to Markdown | 1330 | Markdown, Protocol |
| mcp-obsidian | MarkusPfundstein | MCP server that interacts with Obsidian via the Obsidian rest API community plugin | 643 | Obsidian, API |
| mcp-pandoc | vivekVells | MCP server for document format conversion using pandoc. | 159 | pandoc, conversion |
| osp_marketing_tools | open-strategy-partners | A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners’ core writing and product marketing techniques. | 140 | LLM, marketing |
| powerpoint | supercurses | A MCP Server for creating Powerpoint Presentations | 75 | PowerPoint, Automation |
| elevenlabs-mcp-server | mamertofabian | elevenlabs mcp server | 73 | elevenlabs, voice |
| server-wp-mcp | emzimmer | server wp mcp | 59 | WordPress |
| obsidian-mcp-rest | PublikPrinciple | An MCP server implementation for accessing Obsidian via local REST API | 40 | REST, Obsidian |
| mcp-server-to-markdown | FradSer | mcp server to markdown | 30 | markdown |
| ghost-mcp | MFYDev | A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc. | 36 | Ghost, LLM |
| mcp | jsonresume | The registry mcp server updates your resume while you code | 34 | registry, resume |
| wordpress-mcp-server | stefans71 | This MCP server let you automate interactions with Wordpress | 45 | Wordpress, automation |
| mcp-pdf-tools | hanweg | MCP server for working with PDF files | 30 | PDF, Java |
| mcp-server | inkdropapp | Inkdrop Model Context Protocol Server | 16 | Inkdrop, Protocol |
| mcp-summarizer | 0xshellming | MCP Server for AI Summarization | 64 | AI, Summarization |
| figma-mcp-server | karthiks3000 | Claude MCP Server to work with figma | 19 | Figma, Claude |
| strapi-mcp-server | misterboe | strapi mcp server | 20 | strapi |
| systemprompt-mcp-notion | Ejb503 | This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments. | 16 | Notion, AI |
| hackmd-mcp | yuna0x0 | A Model Context Protocol server for integrating HackMD’s note-taking platform with AI assistants. | 19 | HackMD, AI |
| contentful-mcp | ivo-toby | MCP (Model Context Protocol) server for the Contentful Management API | 27 | Contentful, API |
| mcp-youtube-transcript | jkawamoto | MCP server retrieving transcripts of YouTube videos | 11 | YouTube, transcripts |
| markdown-downloader | dazeb | A MCP Server that will download any webpage as markdown in an instant. Download docs straight to your IDE for AI context. Powered by Jina.ai | 19 | markdown, Jina |
| markitdown_mcp_server | KorigamiK | A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility. | 13 | Markdown, converter |
| mcp-file-preview | seanivore | MCP server for HTML file preview and analysis - Has been weird with OS but good on Cline so WIP | 11 | HTML, preview |
| mcp-prompts | sparesparrow | Model Context Protocol server for managing, storing, and providing prompts and prompt templates for LLM interactions. | 24 | LLM, Protocol |
| whimsical-mcp-server | BrockReece | MCP server for creating whimsical boards from an LLM context | 7 | LLM, boards |
| mcp-notes | truaxki | A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK. | 7 | Python, Protocol |
| outline-mcp-server | mmmeff | outline mcp server | 8 | outline |
| raindrop-io-mcp-server | hiromitsusasaki | An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). | 21 | LLM, integration |
| mcp-server | AI-FOR-DEVS | mcp server | 5 | |
| mcp-text-editor | tumf | mcp text editor | 73 | editor, text |
| playwright-plus-python-mcp | blackwhite084 | playwright plus python mcp | 86 | playwright, python |
Image Generation
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| mcp-hfspace | evalstate | MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode. | 219 | HuggingFace, Claude |
| image-gen-server | fengin | 一个能与Cursor集成的图片生成mcp server工具，实现调用即梦逆向接口 | 86 | AI, Python |
| mcp-server-stability-ai | tadasant | MCP Server integrating MCP Clients with Stability AI-powered image manipulation functionalities: generate, edit, upscale, and more. | 50 | AI, image |
| gimp-mcp | libreearth | Gimp MCP Server | 27 | Gimp |
| mcp-server-amazon-bedrock | zxkane | Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images | 20 | Bedrock, Canvas |
| comfyui-mcp-server | joenorton | comfyui mcp server | 35 | comfyui |
| mcp-flux-studio | jmanhype | A Model Context Protocol server for Flux image generation, providing tools for image generation, manipulation, and control | 14 | Flux, image |
| mcp_generate_images | chenyeju295 | 可用于cursor 集成 mcp server | 13 | cursor, integration |
| mcp-server-replicate | gerred | mcp server replicate | 11 | replicate |
| comfy-mcp-server | lalanikarim | A server using FastMCP framework to generate images based on prompts via a remote Comfy server. | 18 | FastMCP, Comfy |
| mcp-image-gen | sarthakkimtani | MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI. | 11 | Python, AI |
| Image-Generation-MCP-Server | GongRzhe | This MCP server provides image generation capabilities using the Replicate Flux model. | 18 | image-generation, Flux |
| image-generator-mcp-server | sammyl720 | A Model Context Protocol Server To Generate Images | 6 | Image, Protocol |
| together-mcp-server | manascb1344 | MCP server enabling high-quality image generation via Together AI’s Flux.1 Schnell model. | 8 | AI, image-generation |
| mcp-image-placeholder | husniadil | A lightweight MCP server for generating placeholder images from multiple providers. | 6 | lightweight, placeholder |
| comfy-mcp-pipeline | lalanikarim | This is a pipeline wrapper for comfy-mcp-server for Open WebUI. | 6 | pipeline, wrapper |
| togetherai-image-mcp-server | stefanskiasan | togetherai image mcp server | 5 | image, ai |
| everart | modelcontextprotocol | Image generation server for Claude Desktop using EverArt’s API. | 0 | Image, API |
Language and Translation
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| Deepseek-Thinking-Claude-3-5-Sonnet-CLINE-MCP | newideas99 | 🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek’s reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions. | 104 | RAT, AI |
| mcp-server-youtube-transcript | kimtaeyoon83 | This is an MCP server that allows you to directly download transcripts of YouTube videos. | 142 | YouTube, transcripts |
| mcp-language-server | isaacphi | Model Context Protocol (MCP) server that interacts with a Language Server | 168 | Protocol, Language |
| mcp-server-perplexity | tanigami | mcp server perplexity | 63 | perplexity |
| MCP-server-Deepseek_R1 | 66julienmartin | A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek’s language models (R1/V3) | 51 | Claude, DeepSeek |
| mcp-server-langfuse | langfuse | Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol. | 52 | Langfuse, Protocol |
| wolframalpha-llm-mcp | Garoth | An MCP Server for WolframAlpha’s LLM API, able to return structured knowledge & solve math | 29 | WolframAlpha, math |
| language-server-mcp | alexwohletz | language server mcp | 17 | language |
| prompt-decorators | synaptiai | A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration. | 15 | LLM, Python |
| quick-mcp-example | ALucek | Short and sweet example MCP server / client implementation for Tools, Resources and Prompts. | 26 | Tools, Example |
| lsp-mcp | jonrad | An Model Context Protocol (MCP) server that provides LLMs/AI Agents with the capabilities of a language server protocol (LSP) server. This gives the AI the ability to get language aware context from the codebase. | 29 | LLM, LSP |
| ai-humanizer-mcp-server | Text2Go | A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities. | 11 | AI, refinement |
| MCP-llms-txt | SecretiveShell | MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources. | 13 | LLM, documentation |
Media and Entertainment
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| tripo-mcp | VAST-AI-Research | MCP server for Tripo | 139 | Tripo |
| youtube-mcp-server | ZubeidHendricks | MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analytics | 106 | YouTube, analytics |
| piapi-mcp-server | apinetwork | A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI’s API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps. | 36 | TypeScript, API |
| mcp-applemusic | kennethreitz | An experimental MCP server for controlling Apple Music. | 28 | experimental, AppleMusic |
| yt-dlp-mcp | kevinwatt | A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Language Models using yt-dlp. | 21 | yt-dlp, LLM |
| spotify-mcp-server | marcelmarais | spotify mcp server | 44 | spotify, music |
| mcp-media-processor | maoxiaoke | A Node.js server implementing Model Context Protocol (MCP) for media processing operations, providing powerful video and image manipulation capabilities. | 16 | Node.js, media |
| meme-mcp | haltakov | A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API | 23 | meme, API |
| mcp-server-tmdb | Laksh-star | MCP Server with TMDB | 25 | TMDB |
| mcp-sonic-pi | vinayak-mehta | MCP server for Sonic Pi | 8 | Ruby, audio |
| spotify-mcp | varunneal | MCP to connect Claude with Spotify. | 203 | integration, API |
| video-editing-mcp | burningion | MCP Interface for Video Jungle | 105 | Video, Interface |
Business and Finance
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| mcp-server | financial-datasets | An MCP server for interacting with the Financial Datasets stock market API. | 201 | Finance, API |
| mcp-trader | wshobson | A Model Context Protocol (MCP) server for stock traders | 77 | trading, protocol |
| alpha-vantage-mcp | berlinbra | MCP Server for Alpha Advantage API | 30 | API, Alpha |
| kospi-kosdaq-stock-server | dragon1086 | An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP | 22 | stock, FastMCP |
| mcp-free-usdc-transfer | magnetai | MCP (Model Context Protocol) server - free usdc transfer powered by Coinbase CDP | 14 | Blockchain, USDC |
| mcp-server-helius | dcSpark | mcp server helius | 9 | helius |
| mcp-server-bn | kydlikebtc | mcp server bn | 10 | bn |
| fewsats-mcp | Fewsats | Fewsats MCP server | 11 | Fewsats |
| pumpfun-mcp-server | noahgsolomon | pumpfun mcp server | 8 | pumpfun, server |
| mcp-optionsflow | twolven | An MCP server providing advanced options analysis through Yahoo Finance, supporting Greeks calculations, strategy evaluation (CCS/PCS/CSP/CC), and risk metrics. Built for MCP with Claude.ai. | 7 | Finance, Analysis |
| tasty-agent | ferdousbhai | Let Claude manage your tastytrade portfolio. | 11 | tastytrade, portfolio |
| investor-agent | ferdousbhai | A Model Context Protocol server for building an investor agent | 66 | Protocol, Investor |
Game Development
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| minesweeper-mcp-server | tonypan2 | An MCP server for playing Minesweeper | 107 | Minesweeper, Game |
| MCppServer | Noeli14 | Fast and super efficient Minecraft Server written in C++ | 92 | C++, Minecraft |
| godot-mcp | Coding-Solo | MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output. | 286 | Godot, debugging |
| UnrealGenAISupport | prajwalshettydev | UnrealMCP is here!! Automatic blueprint and scene generation from AI!! An Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. Supports Claude Desktop App & Cursor, also includes OpenAI’s GPT4o, DeepseekR1 and Claude Sonnet 3.7 APIs with plans to add Gemini, Grok 3, audio & realtime APIs soon. | 137 | Unreal, AI |
| mcp-client-server-host-demo | danwritecode | A quick pokemon demo to showcase MCP server, client, and host | 37 | pokemon, demo |
| game-asset-mcp | MubarakHAlketbi | An MCP server for creating 2D/3D game assets from text using Hugging Face AI models. | 44 | AI, GameDev |
| mcpmc | gerred | Model Context Protocol Minecraft Server | 23 | Minecraft, Protocol |
| minecraft-mcp-server | yuniko-software | A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction | 39 | Mineflayer, AI |
| arm64-mcpelauncher-server | LNSSPsd | Minecraft Bedrock Edition BDS-liked server for aarch64 devices like raspi | 14 | Bedrock, aarch64 |
| mcpq-python | mcpq | Python library for communicating with and controlling Minecraft servers via MCPQ plugin | 8 | Python, Minecraft |
Email Integration
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| mcp-send-email | resend | Send emails directly from Cursor with this email sending MCP server | 303 | email, Cursor |
| mcp-gsuite | MarkusPfundstein | MCP Server to interact with Google Gsuite prodcuts | 272 | GSuite, API |
| Gmail-MCP-Server | GongRzhe | A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions. | 162 | Gmail, Claude |
| gmail-mcp-server | jasonsum | Model Context Protocol (MCP) server for Gmail | 28 | Gmail, Protocol |
| google-workspace-mcp-server | epaproditus | A Model Context Protocol server for Google Workspace integration (Gmail and Calendar) | 17 | Google, Workspace |
| mcp-email-server | ai-zerolab | IMAP and SMTP via MCP Server | 21 | IMAP, SMTP |
| Gmail-mcp-server | Quantum-369 | A model context protocol server for your Gmail | 12 | Gmail, Protocol |
| outlook-mcp | ryaker | MCP server for Claude to access Outlook data via Microsoft Graph API | 22 | Outlook, GraphAPI |
| gmail-mcp-server | ajbr0wn | MCP server for Gmail integration | 7 | Gmail, integration |
| mcp-email-client | gamalan | Email Client as MCP Server. Feature: multiple configuration, more than just gmail | 8 | Email, Client |
Security and Privacy
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| gibber-mcp | anton10xr | Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption between LLM agents | 172 | cryptography, LLM |
| mcp-maigret | BurtTheCoder | MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. | 104 | OSINT, Python |
| mcp-virustotal | BurtTheCoder | A Model Context Protocol (MCP) server for querying the VirusTotal API. | 38 | API, VirusTotal |
| mcp-security-audit | qianniuspace | A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. | 24 | npm, security |
| better-auth-mcp-server | nahmanmate | better auth mcp server | 16 | auth |
| YaraFlux | ThreatFlux | A yara based MCP Server | 11 | yara |
| asterisk-mcp-server | getAsterisk | Asterisk Model Context Protocol (MCP) server. | 13 | Asterisk, Protocol |
| entra-id-mcp-server-session-demo | dend | Demo showing how to use Entra ID with MCP servers without passing access tokens through. | 9 | Entra, authentication |
| mcp-dnstwist | BurtTheCoder | MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. | 18 | DNS, fuzzing |
Social Media Integration
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| twitter-mcp | EnesCinr | A Model Context Protocol server allows to interact with Twitter, enabling posting tweets and searching Twitter. | 183 | Twitter, API |
| mcp-twikit | adhikasp | A Model Context Protocol (MCP) server for interacting with Twitter. | 144 | Twitter, API |
| mcp-server-reddit | Hawstein | A Model Context Protocol (MCP) server that provides tools for fetching Reddit content, including frontpage posts, subreddit information and hot posts, post details, and comments. | 30 | Reddit, API |
| linkedin-mcp-server | fredericbarthelet | An MCP Server for Linkedin API | 25 | LinkedIn, API |
| beyond-mcp-server | Beyond-Network-AI | An Extensible Model Context Protocol (MCP) server | 11 | Extensible, Protocol |
| mcp-twitter-server | crazyrabbitLTC | Model Context Protocol Server for Accessing twitter | 12 | Twitter, Protocol |
| hdw-mcp-server | horizondatawave | A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the HorizonDataWave API, enabling not only data retrieval but also robust management of user accounts. | 13 | LinkedIn, API |
| instagram-server-next-mcp | duhlink | instagram server next mcp | 14 | Instagram, Next |
| tiktok-mcp | Seym0n | Model Context Protocol (MCP) with TikTok integration | 28 | TikTok, Protocol |
Education and Research
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| arxiv-mcp-server | blazickjp | A Model Context Protocol server for searching and analyzing arXiv papers | 895 | arXiv, analysis |
| molecule-mcp | ChatMol | A model-context-protocol server for molecules. | 66 | molecular, protocol |
| mcp-guide | qpd-v | A beginner-friendly guide server that helps users understand MCP concepts, provides interactive examples, and demonstrates best practices for building MCP integrations. Features tools for exploring MCP capabilities, resources for learning core concepts, and prompts for guided tutorials. | 44 | beginner, tutorial |
| mentor-mcp-server | cyanheads | A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API. | 21 | LLM, Deepseek |
| deep-research-mcp-server | ssdeanx | MCP Deep Research Server using Gemini creating a Research AI Agent | 23 | Gemini, AI |
| mcp-server-jupyter | ihrpr | MCP server for Jupyter Notebooks and JupyterLab | 15 | Jupyter, Notebook |
| rember-mcp | rember | A Model Context Protocol (MCP) server for Rember. | 28 | Rember, Protocol |
| MCP | EduBase | The EduBase MCP server enables Claude and other LLMs to interact with EduBase’s comprehensive e-learning platform through the Model Context Protocol (MCP). | 8 | e-learning, LLM |
Work Assistant
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| mcp-linkedin | adhikasp | A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn’s Feeds and Job API. | 63 | LinkedIn, API |
| gtasks-mcp | zcaceres | A Google Tasks Model Context Protocol Server for Claude | 33 | Google, Claude |
| mcp-google-calendar | markelaugust74 | A Model Context Protocol (MCP) server implementation for Google Calendar integration. Create and manage calendar events directly through Claude or other AI assistants. | 27 | Google, Calendar |
| google-workspace-mcp | aaronsb | A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality | 40 | Google, API |
| mcp-github-project-manager | kunwarVivek | a mcp server to manage github project’s functionality | 17 | GitHub, management |
| Notion_MCP_advanced | Ruijian-Zha | Notion MCP Integration is a lightweight Model Context Protocol (MCP) server that seamlessly integrates with Notion’s API to manage a minimalist personal to-do list through Claude. This project provides basic functionality tailored specifically for a simple Notion database structure, enabling efficient task management without unnecessary complexity. | 9 | Notion, Integration |
| linkedin-mcp | Hritik003 | A MCP server for LinkedIn to seamlessly apply for jobs🚀 | 10 | LinkedIn, Automation |
| Outlook_Calendar_MCP | merajmehrabi | A Model Context Protocol (MCP) server that allows Claude to access and manage your local Microsfot Outlook calendar (Windows only). | 14 | Outlook, Windows |
Life Assistant
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| iMCP | loopwork-ai | A macOS app that provides an MCP server to your Messages, Contacts, and more | 396 | macOS, messaging |
| homeassistant-mcp | tevonsb | A MCP server for Home Assistant | 212 | HomeAssistant |
| mcp-ical | Omar-V2 | A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. | 61 | MacOS, Calendar |
| agentcare-mcp | Kartha-AI | MCP Server for EMRs with FHIR | 31 | FHIR, EMR |
| cfbd-mcp-server | lenwood | An MCP server enabling CFBD API queries within Claude Desktop. | 9 | API, Desktop |
| oura-mcp-server | tomekkorbak | MCP server for Oura API integration | 9 | API, integration |
| strava-mcp-server | tomekkorbak | strava mcp server | 8 | strava |
Travel and Transportation
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| flights-mcp | ravinahp | An MCP server to search for flights. | 62 | flights, search |
| mcp-server-airbnb | openbnb-org | mcp server airbnb | 78 | airbnb |
| ns-mcp-server | r-huijts | A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API. | 22 | API, Claude |
| TRAVEL-PLANNER-MCP-Server | GongRzhe | Travel planning and itinerary management microservice server | 33 | Travel, Microservice |
| flightradar24-mcp-server | sunsetcoder | Model Context Protocol server for Flight Tracking | 21 | Protocol, Tracking |
| amadeus-mcp | ben4mn | MCP server integrating Amadeus flight search capabilities with Claude Desktop | 6 | Amadeus, Claude |
Image Recognition
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| unsplash-mcp-server | hellokaton | 🔎 A MCP server for Unsplash image search. | 112 | Unsplash, search |
| gyazo-mcp-server | yuiseki | A Model Context Protocol server for Gyazo | 9 | Gyazo, Protocol |
| unsplash-mcp-server-swift | okooo5km | a Swift implementation of hellokaton/unsplash-mcp-server, with additional features like get_photo and random_photo | 7 | Swift, Unsplash |
| mcp-image-recognition | mario-andreschak | An MCP server that provides image recognition 👀 capabilities using Anthropic and OpenAI vision APIs | 10 | vision, AI |
| unsplash-mcp-server | JavaProgrammerLB | java version unsplash mcp server | 5 | Java, Unsplash |
Location Services
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| surf-mcp | ravinahp | An MCP server for people who surf waves and the web. | 12 | surfing, web |
| MCP-Geo | webcoderz | Geocoding MCP server with GeoPY! | 16 | Geocoding, Python |
| mapbox-mcp-server | AidenYangX | MCP Server for the Mapbox API. | 8 | Mapbox, API |
| mcp-server-ipinfo | briandconnelly | IP Geolocation Server for MCP | 16 | Geolocation, IP |
| google-maps | modelcontextprotocol | MCP Server for the Google Maps API. | 0 | Maps, API |
File Systems
| Name | Author | Description | Stars | Tags |
|---|---|---|---|---|
| mcp-filesystem-server | mark3labs | Go server implementing Model Context Protocol (MCP) for filesystem operations. | 200 | Go, filesystem |
| mcp-file-operations-server | bsmi021 | mcp file operations server | 9 | file, operations |
| filesystem | modelcontextprotocol | Node.js server implementing Model Context Protocol (MCP) for filesystem operations. | 0 | Node.js, filesystem |
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
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