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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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7,735 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Memory Cache Server

    tosin2013
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    A Model Context Protocol (MCP) server that optimizes token usage by caching data during language model interactions, compatible with any language model and MCP client.
    Last updated -
    4
    2
    JavaScript

  • Memory Cache MCP Server

    ibproduct
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    A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.
    Last updated -
    4
    12
    JavaScript

  • StarRocks MCP Serverofficial

    StarRocks
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    Acts as a bridge between AI assistants and StarRocks databases, allowing for direct SQL execution and database exploration without requiring complex setup or configuration.
    Last updated -
    5
    98
    Python
    Apache 2.0

  • Claude MCP Data Explorer

    tofunori
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    A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.
    Last updated -
    2
    7
    Python
    MIT License

  • IMF Data MCP Server

    c-cf
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    The server integrates with the free IMF data API and provides various features to facilitate data retrieval and analysis. The server is built using the FastMCP framework and offers the following functionalities:
    Last updated -
    10
    4
    Python
    Apache 2.0

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  • MCP Data Wrangler

    shibuiwilliam
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    A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.
    Last updated -
    16
    6
    Python
    MIT License
    • Linux
    • Apple

  • Education Data MCP Server

    ckz
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    Provides access to Urban Institute's Education Data API through Claude, enabling users to query and analyze detailed educational data from schools, districts, and universities.
    Last updated -
    2
    2
    JavaScript
    MIT License
    • Apple

  • Data.gov.my MCP Server

    manfye
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    Provides seamless access to Malaysia's official government data catalogue, enabling developers to discover, explore, and fetch datasets from the Malaysian government's open data platform through a simple, unified interface.
    Last updated -
    4
    1
    5
    JavaScript
    ISC License

  • mcp-data-extractor

    sammcj
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    A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.
    Last updated -
    2
    426
    6
    JavaScript
    MIT License

  • CoinGecko MCP Server

    crazyrabbitLTC
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    Enables interaction with the CoinGecko Pro API to access cryptocurrency data including price history and market metrics through both MCP and OpenAI function calling.
    Last updated -
    5
    9
    JavaScript
    MIT License
    • Apple

  • MCP Server for Cirro Data

    NorahZager
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    This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
    Last updated -
    Python

  • Data Visualization MCP Server

    markomitranic
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    An MCP server that allows AI models to create data visualizations using Vega-Lite syntax by providing tools to save data tables and generate visualizations from them.
    Last updated -
    2
    2
    Python

  • IAC Memory MCP Server

    AgentWong
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    A custom Memory MCP Server that acts as a cache for Infrastructure-as-Code information, allowing users to store, summarize, and manage notes with a custom URI scheme and simple resource handling.
    Last updated -
    23
    1
    Python
    MIT License
    • Apple

  • CoinStats MCP Serverofficial

    CoinStatsHQ
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    MCP Server for the CoinStats API. Provides access to cryptocurrency market data, portfolio tracking, and news.
    Last updated -
    30
    430
    5
    TypeScript
    MIT License

  • MCP Server with LangChain and AI Tools

    durgeshmca
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    A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.
    Last updated -
    Python

  • tavily-mcp-python

    MertAtesmen
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    Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.
    Last updated -
    4
    1
    Python
    • Linux
    • Apple

  • mcp-server-data-exploration

    reading-plus-ai
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    Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
    Last updated -
    2
    446
    Python
    MIT License
    • Apple

  • Salesforce Data Cloud MCP Server by CData

    CDataSoftware
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    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Salesforce Data Cloud (beta): https://www.cdata.com/download/download.aspx?sku=LRZK-V&type=beta
    Last updated -
    1
    MIT License
    • Linux
    • Apple

  • Azure Data Catalog MCP Server By CData

    CDataSoftware
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    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Azure Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=GNZK-V&type=beta
    Last updated -
    MIT License
    • Linux
    • Apple

  • Google Data Catalog MCP Server by CData

    CDataSoftware
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    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=HGZK-V&type=beta
    Last updated -
    MIT License
    • Apple
    • Linux

  • YouTube Transcript DL MCP Server

    jedarden
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    A comprehensive MCP server for extracting YouTube video transcripts with support for multiple transports, languages, and output formats.
    Last updated -
    7
    4
    TypeScript
    MIT License

  • Twelve Data MCP Serverofficial

    twelvedata
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    Provides integration with Twelve Data API to access financial market data including historical time series, real-time quotes, and instrument metadata for stocks, forex pairs, and cryptocurrencies.
    Last updated -
    35
    19
    Python
    MIT License

  • Mozilla Readability Parser MCP Server

    emzimmer
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    Extracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure.
    Last updated -
    1
    419
    13
    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
    323
    Python
    MIT License

  • 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 -
    28
    323
    Python
    MIT License

  • mcp-remote-macos-use

    baryhuang
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    The first open-source MCP server that enables AI to fully control remote macOS systems.
    Last updated -
    6
    282
    Python
    MIT License
    • Apple

  • Hevy MCP

    chrisdoc
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    A Model Context Protocol (MCP) server implementation that interfaces with the Hevy fitness tracking app and its API. This server enables AI assistants to access and manage workout data, routines, exercise templates, and more through the Hevy API (requires PRO subscription).
    Last updated -
    15
    460
    29
    TypeScript
    MIT License

  • BC Data Catalogue API MCP Server

    ag2-mcp-servers
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    An MCP Server that enables interaction with the British Columbia Data Catalogue API, allowing users to access and manage data catalogue resources through natural language commands.
    Last updated -
    Python

  • Stampchain MCP Serverofficial

    stampchain-io
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    A Model Context Protocol server that enables interaction with Bitcoin Stamps data via the Stampchain API, providing tools for querying stamp information, collections, and blockchain data without requiring authentication.
    Last updated -
    13
    TypeScript
    MIT License
    • Apple
    • Linux