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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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5,366 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Data Wrangler

    shibuiwilliam
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    security
    A
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    quality
    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 -
    1
    Python
    MIT License
    • Linux
    • Apple

  • Claude MCP Data Explorer

    tofunori
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    security
    A
    license
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    quality
    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 -
    Python
    MIT License

  • IMF Data MCP Server

    c-cf
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    security
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    quality
    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 -
    Python
    Apache 2.0

  • Amplify Data API MCP Server

    dbsmith7491
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    security
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    license
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    quality
    This MCP server enables users to interact with AWS Amplify Gen2 application data through natural language, allowing AI assistants like Claude to perform operations on Amplify data models using conversational language instead of complex code.
    Last updated -
    1
    JavaScript

  • focus_mcp_data

    FocusSearch
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    security
    A
    license
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    quality
    The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.
    Last updated -
    3
    Apache 2.0

  • Seoul Public Data MCP Server

    pinnaclesoft-ko
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    security
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    license
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    quality
    Provides access to Seoul public data including subway passenger statistics and cultural event information through a Model Context Protocol server.
    Last updated -
    2
    TypeScript
    MIT License

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  • Data Labeling MCP Server

    ag2-mcp-servers
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    security
    F
    license
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    quality
    An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands.
    Last updated -
    Python

  • Personnel Data MCP Server

    ag2-mcp-servers
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    security
    F
    license
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    quality
    An MCP Server that provides access to Personio's HR and personnel data through the Personnel API, allowing interaction with employee records, HR systems, and personnel management functions.
    Last updated -
    Python
    • Linux
    • Apple

  • FRED MCP Server

    kablewy
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    security
    F
    license
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    quality
    A Model Context Protocol server that provides tools to search and retrieve economic data series from the Federal Reserve Economic Data (FRED) API.
    Last updated -
    2
    3
    TypeScript

  • Oura MCP Server

    tomekkorbak
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    security
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    license
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    quality
    Enables querying sleep, readiness, and resilience data from the Oura API via the Model Context Protocol (MCP), allowing natural language interaction and seamless integration with tools like Claude.
    Last updated -
    6
    6
    Python
    MIT License
    • Apple

  • FRED Macroeconomic Data MCP Server

    hungson175
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    security
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    quality
    Provides access to Federal Reserve Economic Data (FRED) through Claude and other LLM clients, enabling users to search for, retrieve, and visualize economic indicators like GDP, employment, and inflation data.
    Last updated -
    7
    Python

  • cfbd-mcp-server

    lenwood
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    security
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    license
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    quality
    An MCP server providing access to college football statistics sourced from the College Football Data API within Claude Desktop.
    Last updated -
    9
    9
    Python
    MIT License
    • Apple

  • mixpanel

    dragonkhoi
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    security
    A
    license
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    quality
    Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics.
    Last updated -
    11
    2
    TypeScript
    MIT License

  • Binance MCP Server

    qeinfinity
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    security
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    license
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    quality
    A server implementation that streams real-time Binance market data (spot and futures) via WebSockets, enabling applications to receive and process cryptocurrency market information through the Model Context Protocol.
    Last updated -
    6
    6
    TypeScript
    MIT License

  • UNHCR Population Data MCP Server

    rvibek
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    security
    F
    license
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    quality
    Provides access to UNHCR refugee statistics through a standardized interface, allowing AI agents to query data by country of origin, country of asylum, and year.
    Last updated -
    Python

  • NASA-MCP

    AnCode666
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    security
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    license
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    quality
    An MCP server that enables LLMs to query data from various NASA APIs, allowing access to astronomical data, space weather information, Earth imagery, and exoplanet information directly from compatible AI clients.
    Last updated -
    21
    1
    Python
    MIT License
    • Apple
    • Linux

  • MacOS Clipboard MCP Server

    newbeb
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    security
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    license
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    quality
    Provides AI assistants access to the macOS clipboard content, supporting text, images, and binary data via OSAScript.
    Last updated -
    1
    2
    TypeScript
    MIT License
    • Apple

  • LocalTides MCP Server

    RyanCardin15
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    license
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    quality
    This server provides tools for interacting with the NOAA Tides and Currents API, enabling access to water level data, tide predictions, currents data, station information, and astronomical information like moon phases and sun times.
    Last updated -
    15
    1
    TypeScript
    MIT License

  • Deep Research MCP

    ali-kh7
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    security
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    license
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    quality
    A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
    Last updated -
    1
    293
    7
    JavaScript
    MIT License

  • AlphaVantage-MCP

    berlinbra
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    security
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    license
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    quality
    A Model Context Protocol (MCP) server that provides real-time access to financial market data through the free Alpha Vantage API. This server implements a standardized interface for retrieving stock quotes and company information.
    Last updated -
    5
    30
    Python
    MIT License
    • Apple

  • Gaggiuino MCP Server

    AndrewKlement
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    security
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    license
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    quality
    A lightweight server that enables AI clients to access and analyze real-time data from Gaggiuino espresso machine controllers through a simple HTTP API.
    Last updated -
    3
    Python
    MIT License
    • Linux

  • noaa-tidesandcurrents-mcp

    RyanCardin15
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    security
    A
    license
    A
    quality
    This is an MCP (Model Context Protocol) server that provides tools for interacting with the NOAA Tides and Currents API.
    Last updated -
    7
    1
    TypeScript
    MIT License

  • KNMI Weather MCP

    wolkwork
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    license
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    quality
    A FastMCP server that provides real-time weather data from KNMI weather stations, allowing users to access temperature, humidity, wind speed, and other weather metrics for any location in the Netherlands through natural language queries.
    Last updated -
    4
    1
    Python
    MIT License
    • Apple

  • Mesh Agent MCP Server

    heurist-network
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    security
    A
    license
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    quality
    A Model Context Protocol server that connects Claude to Heurist Mesh APIs, providing access to various blockchain and web3 tools including cryptocurrency data, token security, Twitter intelligence, and web search capabilities.
    Last updated -
    17
    42
    Python
    MIT License
    • Apple
    • Linux

  • MCP Server Firecrawl

    Msparihar
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    security
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    quality
    A server that provides web scraping and intelligent content searching capabilities using the Firecrawl API, enabling AI agents to extract structured data from websites and perform content searches.
    Last updated -
    5
    2
    TypeScript
    MIT License
    • Apple
    • Linux

  • MCP Canteen Server

    wrdan
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    license
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    quality
    A service that provides cafeteria dining statistics, allowing users to query breakfast and lunch attendance numbers within a specified date range.
    Last updated -
    1
    Python
    MIT License
    • Linux
    • Apple

  • MCP Excel Reader

    ArchimedesCrypto
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    security
    A
    license
    A
    quality
    Provides efficient handling of large Excel files through automatic chunking and pagination, using MCP to enable seamless file reading and management features such as sheet selection and error handling.
    Last updated -
    1
    14
    JavaScript
    MIT License