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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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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Google OCR

    Zerohertz
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    This is a server implementation for performing Optical Character Recognition (OCR) using the Google Cloud Vision API. It is built on top of the FastMCP framework, which allows for the creation of modular and extensible command processing tools.
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    1
    MIT License
    • Apple

  • Handwriting OCR MCP Server

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    Enables integration between MCP clients and the Handwriting OCR service, allowing users to upload images and PDF documents, check processing status, and retrieve OCR results as Markdown.
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    • Linux

  • mcp-mistral-ocr

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    OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
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    • Linux

  • MCP Image Recognition Server

    mario-andreschak
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    Provides image recognition capabilities using Anthropic Claude Vision and OpenAI GPT-4 Vision APIs, supporting multiple image formats and offering optional text extraction via Tesseract OCR.
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    MIT License
    • Linux
    • Apple

  • MCP Character Counter

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    A lightweight server that provides detailed text analysis, counting total characters, characters without spaces, letters, numbers, and symbols for AI assistants like Claude Desktop and GitHub Copilot.
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    • Apple

  • MCP Video Recognition Server

    mario-andreschak
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    Provides tools for image, audio, and video recognition using Google's Gemini AI through the Model Context Protocol.
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    MIT License
    • Linux
    • Apple

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  • WiseVision/mcp_server_ros_2

    wise-vision
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    Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more
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    36
    Mozilla Public License 2.0

  • Gemini 2.5 Flash Image MCP

    nanameru
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    Enables conversational image generation and editing with Google's Gemini 2.5 Flash Image Preview. Supports text-to-image generation, natural language image editing, multi-image composition, and style transfer with optional file saving.
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  • openverse-images-adapter-2

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    An MCP server that exposes search and fetch tools for retrieving openly licensed images from Openverse. Returns high-resolution images and metadata suitable for ChatGPT connectors.

  • MCP Character Count

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    Enables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.
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    MIT License

  • Voice Recognition MCP Service

    yangsenessa
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    Provides voice recognition and text extraction capabilities with support for both stdio and MCP modes, processing audio files or base64 encoded data and returning structured results with language, emotion, and speaker information.
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    MIT License

  • Magento 2 MCP Server

    boldcommerce
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    A Model Context Protocol server that connects to a Magento 2 REST API, allowing Claude and other MCP clients to query product information, customer data, and order statistics from a Magento store.
    Last updated -
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    35
    GPL 3.0

  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
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    Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real-time stock prices, company information, historical data, and market news while maintaining the model's original capabilities.
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  • Recursive Companion MCP

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    An MCP server that implements iterative refinement of responses through self-critique cycles, breaking the process into discrete steps to avoid timeouts and show progress.
    Last updated -
    9

  • Image Description MCP Server

    7etsuo
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    Enables AI assistants to analyze images from URLs or local files using xAI's Grok API. Provides detailed image descriptions, technical metadata extraction, and optical character recognition (OCR) capabilities.
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  • Document Intelligence MCP Server

    dshivasane
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    Enables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.
    Last updated -
    • Apple

  • MCP Chat

    Abdullah-1121
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    A command-line interface application that enables interaction with LLMs through document retrieval, command-based prompts, and extensible tool integrations using the Model Control Protocol architecture.
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    • Apple
    • Linux

  • Flutter MCP Service

    dvillegastech
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    Provides advanced Flutter development tools via Model Context Protocol with features including widget analysis, documentation search, performance optimization, and code generation.
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  • GitHub MCP Server

    alsonwangkhem
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    An MCP server that allows Claude and other MCP-compatible LLMs to interact with the GitHub API, supporting features like creating issues, getting repository information, listing issues, and searching repositories.
    Last updated -
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  • MaestroMCP

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    Enables AI assistants to control MIDI devices and synthesizers through WebMidi.js integration. Provides tools for sending notes, control changes, creating virtual ports, and executing complex musical sequences.
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    11
    • Apple
    • Linux

  • MCP Serverless Functions Example

    bridgpal
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    A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, demonstrating how to deploy and access serverless functions with customized URLs.
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  • MCP Server for JIRA

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    A Model Context Protocol server that enables ChatGPT and other AI assistants to directly interact with JIRA issues, currently offering the ability to retrieve issue details.
    Last updated -
    • Apple

  • MCP API Documentation System

    namyoungpark-2
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    A fully automated system that analyzes Django REST Framework ViewSets to generate accurate OpenAPI 3.0 specification documentation without manual configuration.
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  • fileai-mcp

    fileAI
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    The fileAI MCP Server offers a robust set of tools to work with the fileAI file processing pipeline. It allows for uploading files, performing Optical Character Recognition (OCR), classifying documents, and extracting structured data. The server leverages the Model Context Protocol (MCP) to provide
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  • Remote MCP Server on Cloudflare

    JakePartusch
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    A Model Context Protocol server implementation that runs on Cloudflare Workers with OAuth login, allowing Claude and other AI models to access tools via the MCP standard.
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  • MCP PDF Server

    xblanc33
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    Enables conversion of Markdown content into PDF documents with customizable paper formats and orientations. Supports both inline Markdown text and file path inputs, automatically generating PDFs using Playwright and Chromium.
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  • Dedalus MCP Documentation Server

    kitan23
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    Enables AI-powered querying and management of documentation through markdown file serving, keyword search, and OpenAI-based Q\&A capabilities. Supports document indexing, analysis, and agent handoffs with rate limiting protection.
    Last updated -
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    MIT License

  • Video Content Summarization MCP Server

    fakad
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    Extracts content from multiple video platforms (Douyin, Bilibili, Xiaohongshu, Zhihu) and generates intelligent knowledge graphs with OCR text recognition capabilities.
    Last updated -
    1
    MIT License
    • Apple

  • Calibre RAG MCP Server

    ispyridis
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    Enables semantic search and contextual conversations with your Calibre ebook library using vector-based RAG technology. Supports project-based organization, multi-format book processing, and OCR capabilities for enhanced content extraction and retrieval.
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