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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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9,472 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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    31
    • 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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    3
    27
    MIT License
    • Linux
    • Apple

  • MCP Character Counter

    webreactiva-devs
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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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    2
    • 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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    11
    MIT License
    • Linux
    • Apple

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  • MCP Character Count

    TORIFUKUKaiou
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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

  • Recursive Companion MCP

    democratize-technology
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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.
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  • 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

  • fileai-mcp

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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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  • 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.
    Last updated -
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  • MCP Invoice

    nfshanq
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    A Python MCP server for invoice and receipt processing that uses OCR technology to extract data from PDFs and images, offering AI assistants the ability to process, extract text from, and merge invoice documents.
    Last updated -
    2
    • Apple

  • PaddleOCR MCP Serverofficial

    PaddlePaddle
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    Multiple text-type recognition, handwriting recognition, and high-precision parsing of complex documents.
    Last updated -
    54,965
    Apache 2.0
    • Linux
    • Apple

  • MCP Agent Platform

    rolenet
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    A multi-agent human-computer interaction system that enables natural interaction through integrated visual recognition, speech recognition, and speech synthesis capabilities.
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    19
    Apache 2.0
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    • Apple

  • mcp-screenshot

    kazuph
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    Provides screenshot and OCR capabilities for macOS.
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    22
    MIT License
    • Apple

  • Voice to Text MCP Server

    gongjiaben
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    A powerful speech-to-text MCP server that supports multiple audio formats and recognition engines including remote APIs (Bailian, OpenAI Whisper, iFLYTEK), Google Speech Recognition, and CMU Sphinx.
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  • Text Analyzer

    suteeee
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    Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.
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    • Linux

  • Archive Agent

    shredEngineer
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    Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG) and MCP capability.
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    GPL 3.0
    • Linux

  • MCP Waifu Queue

    waifuai
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    An MCP server that implements a conversational AI 'waifu' character using a text generation service with Redis queuing and GPU acceleration.
    Last updated -
    1
    MIT No Attribution

  • Writer MCP

    huangjien
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    A Model Context Protocol server that manages character knowledge and relationships for creative writing projects, offering semantic search and AI-powered analysis.
    Last updated -
    MIT License

  • Kokoro Text to Speech MCP Server

    mberg
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    A server that generates MP3 audio files from text using Kokoro TTS technology with optional S3 upload capabilities.
    Last updated -
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    56
    Apache 2.0
    • Apple

  • Look 4 Fundings

    MCP4Public
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    Provides basic text manipulation and analysis tools including word reversal and character counting. Designed for integration with Le Chat and other MCP-compatible clients.
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  • XiYan MCP Server

    XGenerationLab
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    A Model Context Protocol server that enables natural language queries to MySQL databases, powered by XiYanSQL text-to-SQL technology.
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    207
    Apache 2.0
    • Linux
    • Apple

  • MCP Memory

    XileForce
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    A MCP Server that gives AI assistants the ability to remember information about users across conversations using vector search technology.
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  • Game World Sandbox MCP

    ECNU3D
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    Enables creation and management of structured game worlds for text adventures and RPGs with character creation, world generation, and natural language interaction through AI integration.
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    MIT License

  • Textin MCP Serverofficial

    intsig-textin
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    A server that enables OCR capabilities to recognize text from images, PDFs, and Word documents, convert them to Markdown, and extract key information.
    Last updated -
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    23
    MIT License

  • Computer Control MCP

    AB498
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    MCP server that provides computer control capabilities including mouse movements, keyboard actions, screenshot capture with OCR, and window management through a unified API.
    Last updated -
    37
    MIT License

  • GitHub Stars MCP Server

    Dustyposa
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    A high-performance server for analyzing GitHub user starred repositories, providing insights into development trends, technology adoption patterns, and timeline tracking.
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    2
    Apache 2.0