Open-Source MCP servers

Matching MCP servers:

• Elasticsearch Semantic Search MCP Server

  jedrazb

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  A Python MCP server that enables semantic search through Search Labs blog posts indexed in Elasticsearch, allowing Claude to intelligently retrieve relevant information from the blog content.

  Last updated 9 months ago

  3

• Hugging Face Hub Semantic Search MCP

  davanstrien

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  security

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  An unofficial MCP server that provides semantic search capabilities for Hugging Face models and datasets, enabling Claude and other MCP-compatible clients to search, discover, and explore the Hugging Face ecosystem using natural language queries.

  Last updated 6 months ago

  19

  MIT License

• In Memoria

  pi22by7

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  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 15 days ago

  186

  98

  MIT License

• Files-DB-MCP

  randomm

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  A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.

  Last updated 5 months ago

  6

  MIT License

• MCP Easy Copy

  f-is-h

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  A Model Context Protocol server that automatically reads the Claude Desktop configuration file and presents all available MCP services in an easy-to-copy format at the top of the tools list.

  Last updated 7 months ago

  1

  24

  3

  MIT License

• MCP Server for Google Search

  mcp-for-dev

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  security

  F

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  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 7 months ago

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