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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

12,058 servers. Last updated -

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    An intelligent middleware that determines when human intervention is necessary in AI agent operations using a sequential scoring system that evaluates multiple dimensions of a request.
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    Persistent memory and pattern learning for AI coding assistants via MCP.
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    An MCP server that allows AI assistants to utilize human capabilities by sending requests to humans and receiving their responses through a Streamlit UI.
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    Connects Claude to a human operator through a web interface, allowing Claude to ask questions, request searches, or seek decisions that are answered by a human in real-time. Instead of automated tools, Claude gets responses directly from you through a beautiful web dashboard.
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    MIT License
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    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
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