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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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6,778 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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 -
    2
    Python
    MIT License
    • Apple
    • Linux

  • PlayFab MCP Server

    akiojin
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    A server that enables LLMs (like Claude and VSCode Copilot) to interact with Azure Cosmos DB data through natural language queries, acting as a translator between AI assistants and your database.
    Last updated -
    3
    11
    1
    TypeScript
    MIT License
    • Apple

  • mcp-reasoner

    Jacck
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    A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation capabilities
    Last updated -
    1
    143
    TypeScript
    MIT License

  • ACP-MCP-Server

    GongRzhe
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    A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.
    Last updated -
    16
    2
    Python
    MIT License

  • UIFlowchartCreator

    umshere
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    Enables users to create UI flowcharts by generating visualizations of user interfaces and interactions through an easy-to-use API within MCP-compatible systems.
    Last updated -
    1
    7
    5
    TypeScript

  • Sleeper API MCP

    einreke
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    This Model Context Protocol server provides access to the Sleeper Fantasy Football API, enabling agents to fetch data about users, leagues, drafts, rosters, matchups, and player information without requiring an API key.
    Last updated -
    Python

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  • Account and Transaction MCP Server

    ag2-mcp-servers
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    security
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    quality
    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -
    Python

  • MCP File Preview Server

    seanivore
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    Provides HTML file preview and analysis capabilities. This server enables capturing full-page screenshots of local HTML files and analyzing their structure.
    Last updated -
    2
    8
    JavaScript
    MIT License

  • Azure Resource Graph MCP Server

    hardik-id
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    A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
    Last updated -
    1
    5
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCP-Soccerdata

    yeonupark
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    An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-date football match information via natural language interactions.
    Last updated -
    7
    Python
    MIT License
    • Apple

  • balldontlie-mcp

    mikechao
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    An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB.
    Last updated -
    4
    22
    4
    JavaScript
    MIT License

  • WebEvalAgent MCP Serverofficial

    Operative-Sh
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    license
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    quality
    Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.
    Last updated -
    1
    979
    Python
    Apache 2.0
    • Apple
    • Linux

  • feuse-mcp

    Panzer-Jack
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    An MCP server that provides utilities for web developers to automate API integration, convert Figma designs to code, and optimize development workflows with tools for asset management and code generation.
    Last updated -
    8
    89
    9
    TypeScript
    Mozilla Public License 2.0

  • MCP Server with LangChain and AI Tools

    durgeshmca
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    security
    F
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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

  • GitHub Mapper MCP Server

    dazeb
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    security
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    Provides tools for mapping and analyzing GitHub repositories. It allows users to set a GitHub Personal Access Token and retrieve detailed information about a specified repository, including its structure and summary statistics.
    Last updated -
    2
    17
    TypeScript

  • Teradata MCP Serverofficial

    Teradata
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    A server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.
    Last updated -
    18
    13
    Python
    MIT License
    • Apple

  • Hanzo MCPofficial

    hanzoai
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    An MCP server that enables Claude and other LLM clients to access Hanzo AI platform capabilities and provide powerful code management tools for analyzing, modifying, and understanding projects.
    Last updated -
    7
    8
    Python
    MIT License
    • Apple
    • Linux

  • Facebook Ads Library MCP Server

    trypeggy
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    Enables searching and analyzing Facebook's public ads library to see what companies are currently running, including ad images/text, video links, and campaign insights.
    Last updated -
    92
    Python
    MIT License

  • code-index-mcp

    johnhuang316
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    A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
    Last updated -
    11
    57
    Python
    MIT License
    • Apple
    • Linux

  • HAL (HTTP API Layer)

    DeanWard
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    HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.
    Last updated -
    8
    963
    27
    JavaScript
    MIT License

  • Vendure MCP Serverofficial

    vendure-ecommerce
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    A standalone server that enables programmatic interaction with Vendure CLI commands, allowing external MCP clients to automate and integrate with Vendure e-commerce projects through command execution and project analysis.
    Last updated -
    7
    176
    3
    TypeScript

  • MCP Server Template for Cursor IDE

    jankowtf
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    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    Last updated -
    11
    2
    Python
    MIT License
    • Apple
    • Linux

  • google-news-trends-mcp

    jmanek
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    Search and retrieve news articles and trending keywords from Google News and Google Trends. Summarize articles and extract keywords using optional NLP and LLM Sampling to get concise insights.
    Last updated -
    5
    2
    Python
    MIT License

  • hny-mcp

    honeycombio
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    Server for interacting with Honeycomb observability data. This server enables LLMs like Claude to directly analyze and query your Honeycomb datasets.
    Last updated -
    14
    2
    18
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCP Server Demo

    DuttaAyush
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    A demonstration server that provides tools for analyzing project structures and automatically generating comprehensive README files.
    Last updated -
    Python

  • Vertex AI MCP Server

    shariqriazz
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    Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
    Last updated -
    20
    37
    67
    TypeScript
    MIT License
    • Linux
    • Apple

  • mcp-octagonofficial

    OctagonAI
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    Deliver real-time investment research with extensive private and public market data.
    Last updated -
    11
    162
    35
    JavaScript
    MIT License
    • Apple

  • URL Reputation and Validity Checker

    prismon
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    security
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    Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.
    Last updated -
    Python
    MIT License

  • Financial News and Notes MCP Server

    guangxiangdebizi
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    A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.
    Last updated -
    5
    14
    20
    JavaScript
    MIT License
    • Apple
    • Linux

  • MCP Command and Search Server

    mjunaid46
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    security
    F
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    Facilitates executing system commands and retrieving web data using the Brave Search API by interpreting user intents via a Large Language Model (LLM).
    Last updated -
    1
    Python

  • NexonCo MCP

    1sustgmboab
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    security
    A
    license
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    An advanced Medical Care Platform server designed for accessing and analyzing clinical evidence data to support precision medicine and oncology research.
    Last updated -
    1
    Python
    MIT License

  • Argus

    athapong
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    security
    A
    license
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    quality
    A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux