What is Flock Mcp

flock-mcp is a collection of multiple MCP servers and tools designed for the agent framework Flock, enabling various functionalities such as web scraping, cloud integration, and natural language processing.

Use cases

Use cases for flock-mcp include web scraping for data collection, integrating with Azure services for cloud applications, processing natural language data, and analyzing code for containerization.

How to use

To use flock-mcp, install it via pip or uv. You can choose to install all tools, specific tool groups, or just the base package. For example, use ‘pip install flock-mcp[all]’ for all tools or ‘pip install flock-mcp[basic-tools]’ for basic functionalities.

Key features

Key features of flock-mcp include modular installation options, support for various tool groups like basic tools, Azure integration, LLM tools, and code tools, as well as the ability to combine multiple groups for customized installations.

Where to use

flock-mcp can be used in fields such as data analysis, web development, cloud computing, and artificial intelligence, making it versatile for developers and data scientists.

flock-mcp

Multiple MCP servers and tools for the agent framework Flock.

Installation

This package has no main dependencies by design, allowing you to install only the tools you need. You can install it in several ways:

Option 1: Install All Tools (Recommended)

pip install flock-mcp[all]

Or with uv:

uv add flock-mcp[all]

This installs all available tools and dependencies.

Option 2: Install Specific Tool Groups

Choose the specific tool groups you need:

# Basic tools (web scraping, markdown, search)
pip install flock-mcp[basic-tools]
uv add flock-mcp[basic-tools]

# Azure integration tools
pip install flock-mcp[azure-tools]
uv add flock-mcp[azure-tools]

# LLM and text processing tools
pip install flock-mcp[llm-tools]
uv add flock-mcp[llm-tools]

# Code and Docker tools
pip install flock-mcp[code-tools]
uv add flock-mcp[code-tools]

# All tools (same as [all] but without extra ML dependencies)
pip install flock-mcp[all-tools]
uv add flock-mcp[all-tools]

Option 3: Combine Multiple Groups

You can combine multiple optional dependency groups:

pip install flock-mcp[basic-tools,azure-tools]
uv add flock-mcp[basic-tools,azure-tools]

Option 4: Base Installation Only

Install just the base package without any optional dependencies:

pip install flock-mcp
uv add flock-mcp

Available Tool Groups

• basic-tools: Web scraping (docling, tavily-python), markdown processing (markdownify), search (duckduckgo-search)
• azure-tools: Azure cloud integration (azure-identity, azure-storage-blob, azure-search-documents)
• llm-tools: Natural language processing (nltk)
• code-tools: Code analysis and containerization (docker)
• all-tools: All of the above tool groups
• all: All tools plus additional ML/AI dependencies (datasets, rouge-score, sentence-transformers, zep-python, mem0ai, chromadb, matplotlib)

Usage

After installation, you can use the various MCP servers and tools provided by this package with the Flock agent framework.

# eg
from flock.tools.file_tools import file....