Open-Source MCP servers

Matching MCP servers:

• MCP Document Processor

  arifazim

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  security

  A

  license

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  quality

  An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).

  Last updated -

  2

  GPL 3.0

• Langflow Document Q&A Server

  GongRzhe

  A

  security

  A

  license

  A

  quality

  Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.

  Last updated -

  1

  15

  MIT License

• FastMCP Document Analyzer

  Tathagat017

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  security

  F

  license

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  quality

  A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.

  Last updated -

• Document QA MCP Server

  parikshith49

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  security

  F

  license

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  quality

  An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.

  Last updated -

• MCP Document Indexer

  yairwein

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  security

  A

  license

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  quality

  Enables real-time indexing and semantic search of local documents (PDF, Word, text, Markdown, RTF) using vector embeddings and local LLMs. Monitors folders for changes and provides natural language search capabilities through Claude Desktop integration.

  Last updated -

  8

  MIT License

• A Share MCP

  24mlight

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  security

  A

  license

  A

  quality

  A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

  Last updated -

  27

  460

  MIT License