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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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9,482 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A Share MCP

    24mlight
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    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

  • A-Share MCP Server

    24mlight
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    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

  • Link MCP

    lijianye521
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    Enables intelligent web document scraping and conversation memory management for Cursor IDE. Supports multi-level link crawling, automatic content extraction, and organized storage of conversations and technical documentation.
    Last updated -
    3
    73

  • JSON to Excel MCP by WTSolutions

    he-yang
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    The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format
    Last updated -
    1

  • Excel to JSON MCP by WTSolutions

    he-yang
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    security
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    The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.
    Last updated -
    4

  • Two Truths and a Twist

    ErgodicLabs
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    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

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  • MCP Ollama Link

    truaxki
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    security
    F
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    Facilitates initiating Ollama queries via Claude and manages a simple note storage system with capabilities to add, summarize, and access notes using custom URIs.
    Last updated -
    2
    • Apple

  • MCP JSON Maker

    zb2947244682
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    Enables AI to create, edit, and batch generate JSON data with advanced rule engines. Supports CRUD operations, node-level editing, template management, and multi-format file exports (JSON, JSONL, CSV).
    Last updated -
    3
    179

  • MCP JSON Server

    5queezer
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    Enables comprehensive JSON file operations including reading, writing, transforming, and analyzing JSON data from local files and URLs. Supports JSON pointer access, schema inference, data merging, and specialized market data optimization tools.
    Last updated -

  • 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.
    Last updated -
    2

  • 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

  • JSON MCP Server

    kehvinbehvin
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    Provides JSON schema generation and filtering tools for LLMs, helping with large JSON files by converting them to TypeScript definitions and extracting specific fields to reduce context size.
    Last updated -
    3
    11
    12
    MIT License

  • JSON Filter MCP

    kehvinbehvin
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    Query only the data you need from your JSON file and keep your context clean
    Last updated -
    3
    11
    12
    MIT License

  • Authorized Buyers Marketplace API MCP Server

    ag2-mcp-servers
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    A Multi-Agent Conversation Protocol Server that provides programmatic access to the Google Authorized Buyers Marketplace API, allowing agents to interact with the digital advertising marketplace through natural language.
    Last updated -

  • JSON Query MCP

    mgraczyk
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    A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.
    Last updated -
    3
    7

  • JSON MCP Server

    GongRzhe
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    security
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    license
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    A Model Context Protocol server implementation that enables LLMs to query and manipulate JSON data using JSONPath syntax with extended operations for filtering, sorting, transforming, and aggregating data.
    Last updated -
    2
    115
    76
    MIT License
    • Apple
    • Linux

  • JSON DB MCP Server

    OSoliman330
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    Enables users to manage data in a simple JSON file database through MCP tools and REST API. Supports creating, reading, updating, and deleting items organized in collections with auto-generated UUIDs.
    Last updated -

  • JSON MCP Server

    berrydev-ai
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    Provides powerful JSON manipulation tools through Model Context Protocol, enabling complex queries, schema generation, and validation with jq notation and native Node.js operations.
    Last updated -
    1
    • Apple
    • Linux

  • file-finder-mcp

    StepanCooleague
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    A MCP server that allows searching for files in the filesystem based on path fragments, returning file metadata including name, path, size, and creation date.
    Last updated -
    1
    • Apple

  • With-MCP

    janwilmake
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    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    302
    34
    MIT License

  • A VMware ESXi/vCenter management server

    bright8192
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    A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.
    Last updated -
    36
    MIT License

  • JSON Skeleton MCP Server

    jskorlol
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    Creates compact skeleton representations of large JSON files by preserving structure while truncating string values and deduplicating arrays, helping users understand JSON structure without processing the full data payload.
    Last updated -
    1
    4

  • You Need A Budget (YNAB) MCP

    Jtewen
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    An MCP to give AI agents extensive knowledge of your personal finances and control of your budgeting.
    Last updated -
    14
    3
    MIT License
    • Apple
    • Linux

  • MCP File Server

    codyde
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    Enables AI models to perform file system operations (reading, creating, and listing files) on a local file system through a standardized Model Context Protocol interface.
    Last updated -
    3

  • Amazon Marketplace MCP Server by CData

    CDataSoftware
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    This read-only MCP Server allows you to connect to Amazon Marketplace data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
    Last updated -
    MIT License
    • Apple
    • Linux

  • File Rank MCP Server

    admica
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    security
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    A tool that helps rank codebase files by importance (1-10 scale), track file dependencies, and provide summaries, all accessible through a simple JSON-based interface.
    Last updated -
    2
    GPL 3.0
    • Linux

  • MCP File System

    Wayazi
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    A server implementing the Model Context Protocol that provides filesystem operations (read/write, directory management, file movement) through a standardized interface with security controls for allowed directories.
    Last updated -
    9
    3
    MIT License

  • AI Agent Marketplace Index Search

    AI-Agent-Hub
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    Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
    Last updated -
    39
    • Apple

  • MIDI File MCP

    xiaolaa2
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    A powerful MCP tool for parsing and manipulating MIDI files that allows users to read, analyze, and modify MIDI files through natural language commands, supporting operations like reading file information, modifying tracks, adding notes, and setting tempo.
    Last updated -
    11
    37
    7
    MIT License
    • Linux
    • Apple