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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.

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9,470 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Cerebra Legal MCP Server

    yoda-digital
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    quality
    An enterprise-grade MCP server that provides specialized tools for legal reasoning and analysis, automatically detecting legal domains and offering domain-specific guidance, templates, and citation formatting.
    Last updated -
    3
    17
    • Apple

  • Ollama_MCP_Guidance

    ShadovvSinger
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    A Model Context Protocol server that provides standardized interfaces for interacting with Ollama API, offering JSON responses, error handling, and intelligent guidance for LLM-based API calls.
    Last updated -
    MIT License
    • Linux
    • Apple

  • FastMCP Document Analyzer

    Tathagat017
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    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 -
    • Apple
    • Linux

  • Langflow Document Q&A Server

    GongRzhe
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    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
    14
    MIT License
    • Apple

  • MCP Document Processor

    arifazim
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    security
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    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

  • MCP Document Indexer

    yairwein
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    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 -
    5
    MIT License
    • Apple

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  • A Share MCP

    24mlight
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    security
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    license
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    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
    424
    MIT License

  • 𓂀𓁢𓋹𝔸ℕ𝕌𝔹𝕀𝕊𓋹𓁢𓂀 - Intelligent Guidance for

    Hive-Academy
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    security
    A
    license
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    Hey @roocode community! I'm thrilled to share a project born from my work with Roocode and the vision of an AI-powered development team: the Anubis MCP Server! This system is heavily inspired by Roocode and designed to orchestrate an AI development workflow based on agile methodology. It simulates
    Last updated -
    16
    16
    122
    MIT License
    • Apple

  • Document QA MCP Server

    parikshith49
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    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 -

  • Claude Document MCP Server

    alejandroBallesterosC
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    quality
    A Model Context Protocol server that allows Claude Desktop to perform document operations on Microsoft Word, Excel, and PDF files including creation, editing, and format conversion.
    Last updated -
    38
    • Apple

  • Document Reader MCP Server

    qitianfeng
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    security
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    Enables reading and processing various document formats including Word, PDF, RTF, and text files. Supports extracting media elements like images and links, with features for PDF page range selection and automatic text encoding detection.
    Last updated -
    2

  • MCP Document Reader

    jbchouinard
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    A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB documents, designed to work with Windsurf IDE by Codeium.
    Last updated -
    7
    MIT License

  • Document Automation MCP Server

    vedantparmar12
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    A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.
    Last updated -
    1
    MIT License
    • Linux
    • Apple

  • Two Truths and a Twist

    ErgodicLabs
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    security
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    quality
    An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.
    Last updated -
    5
    MIT License
    • Apple
    • Linux

  • ProudNet Document MCPofficial

    Nettention
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    security
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    quality
    Provides AI tools with access to ProudNet documentation through search, page retrieval, and section listing capabilities. Enables users to query ProudNet networking library documentation using natural language.
    Last updated -
    3
    2
    • Apple

  • A-Share MCP Server

    24mlight
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    security
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    license
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    quality
    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • Divide and Conquer MCP Server

    landicefu
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    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    49
    6
    MIT License
    • Apple
    • Linux

  • Account and Transaction MCP Server

    ag2-mcp-servers
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    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -

  • GCP Billing and Monitoring MCP Server

    RadiumGu
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    quality
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated -
    40
    Apache 2.0

  • MCP Server for Splunk

    deslicer
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    security
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    Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.
    Last updated -
    12
    Apache 2.0
    • Apple
    • Linux

  • Document Conversion Assistant

    proflulab
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    Enables conversion between multiple document formats including Markdown, HTML, TXT, PDF, and DOCX with automatic format detection. Supports high-fidelity document transformation while preserving content integrity.
    Last updated -
    72
    1

  • claude-debugs-for-you

    jasonjmcghee
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    security
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    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    427
    MIT License
    • Apple

  • LumenX-MCP Legal Spend Intelligence Server

    DatSciX-CEO
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    security
    A
    license
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    quality
    MCP server that enables intelligent analysis of legal spend data across multiple sources (LegalTracker, databases, CSV/Excel files), providing features like spend summaries, vendor performance analysis, and budget comparisons.
    Last updated -
    3
    MIT License

  • MCP Server For Local

    Dreamboat-Rachel
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    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    Last updated -
    1
    13
    Apache 2.0
    • Linux
    • Apple

  • MCP Server for Google Search

    mcp-for-dev
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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 -
    2
    7
    1
    • Apple

  • MCP Server for Intercom

    raoulbia-ai
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    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    Last updated -
    4
    7
    Apache 2.0
    • Linux

  • HWPX Document Server

    airmang
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    security
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    Enables reading, editing, and creating Korean HWPX documents through python-hwpx library. Supports document creation, paragraph/table/image insertion, metadata management, and workspace-restricted file operations with automatic backup functionality.
    Last updated -
    8
    MIT License
    • Apple
    • Linux

  • mem0 MCP Server for Project Management

    KunihiroS
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    security
    F
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    quality
    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
    Last updated -
    6

  • Prompt-Optimizer-MCP-for-LLMs

    Mahad-007
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    security
    A
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    quality
    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
    Last updated -
    MIT License

  • MCP Document Server

    motiondesignlv
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    license
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    quality
    A local development server that provides an interface for managing and accessing markdown documents using the Model Context Protocol (MCP).
    Last updated -
    2

  • PsMCP - MCP Server for Photoshop

    Chandrahas455
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    security
    A
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    quality
    A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
    Last updated -
    9
    MIT License

  • DOCX Document Creator

    gatahcha
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    security
    F
    license
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    quality
    A FastMCP-powered microserver that allows users to programmatically generate well-formatted .docx documents with consistent styling, including features like titles, paragraphs, headings, citations, and footers.
    Last updated -