servers

Model Context Protocol Servers Repository context: Model Context Protocol servers This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources. [!IMPORTANT] If you are looking for a list of MCP servers, you can browse published servers on the MCP Registry. The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group. [!WARNING] The servers in this repository are intended as reference implementations to demonstrate MCP features and SDK usage. They are meant to serve as educational examples for developers building their own MCP servers, not as production-ready solutions. Developers should evaluate their own security requirements and implement appropriate safeguards based on their specific threat model and use case. The servers in this repository s Category: Web Scraping. Use cases: Browser automation, Coding workflows, Research and retrieval, Documentation access, Communications, Data access. Discovered via: Awesome MCP Servers, Appcypher Awesome MCP Servers.