Model Context Protocol Servers
by thanhvinh199700
This repository provides reference implementations for Model Context Protocol (MCP) servers, showcasing how LLMs can securely access tools and data. It also includes references to community-built servers and resources.
Last updated: N/A
What is Model Context Protocol Servers?
This repository is a collection of reference implementations for the Model Context Protocol (MCP), demonstrating how to give Large Language Models (LLMs) secure, controlled access to tools and data sources. It includes reference servers using Typescript and Python SDKs, as well as links to third-party and community-developed servers.
How to use Model Context Protocol Servers?
To use the reference servers, you can use npx for Typescript-based servers and uvx or pip for Python-based servers. You then configure an MCP client (e.g., Claude Desktop) to connect to the server by specifying the command and arguments to run the server. Community servers should be used with caution.
Key features of Model Context Protocol Servers
Secure and controlled access to tools and data sources for LLMs
Reference implementations in Typescript and Python
Extensible architecture for adding new servers
Integration with various services like AWS, Google Drive, GitHub, and more
Community-driven development and contributions
Use cases of Model Context Protocol Servers
Enabling LLMs to retrieve information from knowledge bases
Allowing LLMs to perform web searches and data extraction
Giving LLMs access to file systems and databases
Integrating LLMs with project management tools
Automating tasks through browser automation and web scraping
FAQ from Model Context Protocol Servers
What is the Model Context Protocol (MCP)?
What is the Model Context Protocol (MCP)?
MCP is a protocol that allows Large Language Models (LLMs) to securely and controlled access tools and data sources.
What are reference servers?
What are reference servers?
Reference servers are example implementations of MCP servers, demonstrating how to use the protocol and SDKs.
How do I use a Typescript-based server?
How do I use a Typescript-based server?
You can use npx to run Typescript-based servers directly from the command line.
How do I use a Python-based server?
How do I use a Python-based server?
You can use uvx or pip to install and run Python-based servers.
Are community servers safe to use?
Are community servers safe to use?
Community servers are untested and should be used at your own risk, as they are not officially endorsed.