a-tool-for-semantic-and-symbol-based-search-in-python-documentation MCP servers

"a-tool-for-semantic-and-symbol-based-search-in-python-documentation" matching MCP servers:

• Semantic Search MCP

  bborbe

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  Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.

  Last updated 9 days ago

  BSD 2-Clause "Simplified"

• Semantic Search MCP Server

  mix0z

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  security

  F

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  Enables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.

  Last updated 2 months ago

  1

• Personal Semantic Search MCP

  Ethan2298

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  Enables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.

  Last updated 2 months ago

  1

• Elasticsearch Semantic Search

  jedrazb

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  F

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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 a year ago

  3

• Documentation Search MCP

  gemini2026

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  A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.

  Last updated 24 days ago

  23

  8

  MIT

• Heroku MCP Tool Search Server

  dsouza-anush

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  security

  F

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  Enables dynamic tool discovery and loading for Claude using BM25, regex, and semantic search algorithms. It supports managing a catalog of over 10,000 tools with minimal context overhead and provides a REST API for tool management.

  Last updated 19 days ago