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Onlysaid
What is Onlysaid
onlysaid (光說不做) is a chatroom application designed for team collaboration and interaction with AI agents, featuring an integrated planning system and knowledge base, built on MCP protocols.
Use cases
Use cases for onlysaid include team brainstorming sessions, project planning meetings, AI-assisted decision-making, and knowledge sharing among team members.
How to use
To use onlysaid, set up the environment by copying the template configuration file, running the Docker compose command, and configuring the OpenAI API key. Access the application via the web at onlysaid-dev.com.
Key features
Key features include an all-in-one MCP stack, an intelligent planning system based on chatroom context, planning management with MCP tool executions, a global AI assistant with a growing knowledge base, and support for multiple languages including Chinese, English, Japanese, and Korean.
Where to use
onlysaid can be used in various fields such as project management, team collaboration, customer support, and any environment requiring effective communication and planning.
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.
Overview
What is Onlysaid
onlysaid (光說不做) is a chatroom application designed for team collaboration and interaction with AI agents, featuring an integrated planning system and knowledge base, built on MCP protocols.
Use cases
Use cases for onlysaid include team brainstorming sessions, project planning meetings, AI-assisted decision-making, and knowledge sharing among team members.
How to use
To use onlysaid, set up the environment by copying the template configuration file, running the Docker compose command, and configuring the OpenAI API key. Access the application via the web at onlysaid-dev.com.
Key features
Key features include an all-in-one MCP stack, an intelligent planning system based on chatroom context, planning management with MCP tool executions, a global AI assistant with a growing knowledge base, and support for multiple languages including Chinese, English, Japanese, and Korean.
Where to use
onlysaid can be used in various fields such as project management, team collaboration, customer support, and any environment requiring effective communication and planning.
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.
Content
Onlysaid
📖 About this project
Onlysaid aims to provide an easy-to-use integrated tool where you and your team can collaborate any tasks with only natural language.
🌟 Features
- 🗣️ Complete any tasks with your team and agents using only natural language in your workspaces
- 🔌 Ready-to-use agentic stack with highly configurable and extensible client & servers
- 🧠 Intelligent planning and execution system with full natural-language support
- 📁 Seamlessly manage your files between remote workspace and local storage
- 🔒 Privacy preserved — all messages and personal credentials are stored purely local
- 🌱 Grow with your agent — the more tasks Onlysaid agents solve for you, the more knowledge they will gain
👥 Contribution
We welcome any contributions to the project. Please feel free to submit a PR.
Star History
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.










