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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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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • crypto-indicators-mcp

    kukapay
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    security
    A
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    An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.
    Last updated -
    6
    76
    MIT License

  • Mutmut MCP

    wdm0006
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    security
    A
    license
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    quality
    A Model Context Protocol server that provides programmatic APIs for running mutation tests with mutmut, analyzing results, and improving test coverage in Python projects.
    Last updated -
    MIT License

  • Interactive Feedback MCP

    madasor
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    security
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    license
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    quality
    A Model Context Protocol server that enables AI assistants to request user feedback at critical points during interactions, improving communication and reducing unnecessary tool calls.
    Last updated -
    1
    3
    MIT License
    • Apple
    • Linux

  • Armor Crypto MCPofficial

    armorwallet
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    security
    A
    license
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    quality
    An MCP server providing unified access to blockchain operations, bridging, swapping, and crypto trading strategies for AI agents.
    Last updated -
    37
    188
    GPL 3.0
    • Apple
    • Linux

  • liquidity-pools-mcp

    kukapay
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    security
    A
    license
    A
    quality
    An MCP server that tracks and analyzes DEX liquidity pools to power intelligent DeFi agents and automated strategies.
    Last updated -
    1
    2
    MIT License

  • MCP Server for Vertex AI Search

    ubie-oss
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    security
    A
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    A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
    Last updated -
    26
    Apache 2.0

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  • Scratchpad MCP Server

    JoshuaOliphant
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    security
    A
    license
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    quality
    Provides a 'think' tool that allows Claude and other LLMs to add dedicated thinking steps during complex tool use scenarios, creating space for structured reasoning and improving problem-solving capabilities.
    Last updated -
    MIT License
    • Apple

  • crypto-portfolio-mcp

    kukapay
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    security
    A
    license
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    quality
    An MCP server for tracking and managing cryptocurrency portfolio allocations, enabling AI agents to query and optimize portfolio strategies in real time.
    Last updated -
    7
    MIT License

  • Think Tool MCP Server

    PhillipRt
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    security
    F
    license
    A
    quality
    Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
    Last updated -
    1
    320
    119
    • Apple

  • OptionsFlow MCP Server

    twolven
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    security
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    A Model Context Protocol server that enables LLMs to analyze options chains, calculate Greeks, and evaluate basic options strategies through Yahoo Finance data.
    Last updated -
    14
    MIT License
    • Apple
    • Linux

  • Lemonade Stand MCP Server

    jimmcq
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    security
    A
    license
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    quality
    A Model Context Protocol server that enables Claude Desktop to play the classic Lemonade Stand business simulation game with dynamic weather, pricing strategies, and inventory management.
    Last updated -
    5
    6
    MIT License

  • Crawl4AI RAG MCP Server

    Chillbruhhh
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    security
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    quality
    Provides AI agents and coding assistants with advanced web crawling and RAG capabilities, allowing them to scrape websites and leverage that knowledge through various retrieval strategies.
    Last updated -
    1
    MIT License
    • Apple
    • Linux

  • MCP Review Server

    jonels-msft
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    security
    F
    license
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    quality
    A specialized code review service that provides 36+ critics for different programming aspects and 3 fixing strategies to automatically address identified issues in a two-step workflow.
    Last updated -
    • Apple
    • Linux

  • StockFlow MCP Server

    twolven
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    security
    A
    license
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    quality
    A Model Context Protocol server providing real-time stock data and options analysis through Yahoo Finance, enabling LLMs to access market data, analyze stocks, and evaluate options strategies.
    Last updated -
    20
    MIT License

  • MCP Orchestrator

    gramanoid
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    security
    A
    license
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    quality
    A sophisticated server that coordinates multiple LLMs (Claude, Gemini, etc.) using the Model Context Protocol to enhance reasoning capabilities through strategies like progressive deep dive and consensus-based approaches.
    Last updated -
    MIT License
    • Linux
    • Apple

  • Local Memory MCP Server

    danieleugenewilliams
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    security
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    Provides persistent local memory functionality for AI assistants, enabling them to store, retrieve, and search contextual information across conversations with SQLite-based full-text search. All data stays private on your machine while dramatically improving context retention and personalized assistance.
    Last updated -
    3
    MIT License
    • Apple
    • Linux

  • Binance MCP Server

    mixuechu
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    security
    F
    license
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    quality
    A Model Control Protocol (MCP) server that provides cryptocurrency trading interfaces for Binance exchange, enabling functions like real-time price fetching, account balance queries, order placement/cancellation, and automated arbitrage strategies.
    Last updated -
    9
    9

  • Test Analyzer MCP Server

    giri-jeedigunta
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    security
    F
    license
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    quality
    Enables comprehensive analysis of JavaScript/TypeScript project testing setups by detecting frameworks like Jest, Vitest, and Cypress, analyzing test coverage metrics, and generating actionable recommendations for improving test quality. Provides detailed insights into test structure, dependencies, and coverage thresholds with visual feedback.
    Last updated -
    3

  • QuantConnect MCP Server

    i-dream-of-ai
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    security
    A
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    Enables AI assistants to interact with the QuantConnect cloud platform for algorithmic trading. Supports creating and managing trading strategies, running backtests, deploying live algorithms, and performing comprehensive trading operations through the QuantConnect API.
    Last updated -
    Apache 2.0
    • Linux

  • DocAgent

    vinnyfds
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    security
    A
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    AI-powered document generation suite that creates comprehensive software documentation including requirements, design specs, test strategies, and deployment guides through LangGraph workflows. Integrates with Cursor IDE via MCP to transform project ideas into professional documentation suites.
    Last updated -
    MIT License

  • Memento Protocol Enhanced

    lbruton
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    security
    F
    license
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    quality
    An enhanced memory management system that wraps memento-mcp with sophisticated features including protocol enforcement, quality scoring, hybrid search strategies, and synthesis reports. Enables intelligent memory storage, retrieval, and analysis with automatic archival and confidence tracking.
    Last updated -

  • ONEDeFi MCP Server

    JMadhan1
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    security
    F
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    quality
    Enables AI-powered DeFi operations across Ethereum, Polygon, and Solana with automated portfolio optimization, risk assessment, and yield farming strategies. Provides intelligent portfolio diagnostics, investment strategy generation, and multi-chain DeFi protocol integration through natural language.
    Last updated -

  • Handwriting OCR MCP Server

    Handwriting-OCR
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    security
    F
    license
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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.
    Last updated -
    9
    • Apple
    • Linux

  • Google Custom Search Engine MCP Server

    Richard-Weiss
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    security
    A
    license
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    quality
    Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
    Last updated -
    1
    28
    The Unlicense

  • Korea Stock Analyzer MCP Server

    Mrbaeksang
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    security
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    Provides comprehensive Korean stock market analysis using investment strategies from 6 legendary investors including Warren Buffett and Peter Lynch. Offers real-time KOSPI/KOSDAQ data, technical indicators, DCF valuations, and buy/hold/sell recommendations through natural language queries.
    Last updated -
    31
    2
    MIT License
    • Apple

  • Bybit Server

    dlwjdtn535
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    security
    A
    license
    A
    quality
    Interact seamlessly with the Bybit API to fetch market data, manage your account, and execute trades. Leverage powerful tools to enhance your trading experience and automate your strategies effortlessly. If you wish to use an API key restricted to your personal IP address, you must configure the MCP
    Last updated -
    15
    7
    MIT License

  • Google OCR

    Zerohertz
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    security
    A
    license
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    quality
    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.
    Last updated -
    1
    1
    MIT License
    • Apple

  • OKX MCP Server

    esshka
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    security
    F
    license
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    quality
    Provides real-time cryptocurrency price data from OKX exchange through a Model Context Protocol interface, allowing access to historical candlestick data and current market prices for any trading instrument.
    Last updated -
    2
    4
    14
    • Apple

  • MCP Server Proto-OKN

    sbl-sdsc
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    security
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    A Model Context Protocol server that provides tools for querying SPARQL endpoints, with specialized support for Proto-OKN knowledge graphs hosted on the FRINK platform.
    Last updated -
    BSD 3-Clause
    • Apple
    • Linux

  • OKX MCP Server

    mbarinov
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    security
    A
    license
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    quality
    Enables AI assistants to interact with OKX trading accounts through read-only access to retrieve portfolio information, trading positions, order history, and account analytics. Provides secure, local processing of trading data without storing sensitive information or enabling trade execution.
    Last updated -
    12
    3
    MIT License

  • mcp-mistral-ocr

    everaldo
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    security
    F
    license
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    quality
    OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
    Last updated -
    31
    • Linux

  • OKX-DEX-SDK MCP SSE Server

    0xobedient
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    security
    F
    license
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    quality
    An SSE (Server-Sent Events) server that leverages OKX DEX SDK to support DEX trading operations on Solana blockchain and cross-chain bridge transactions.
    Last updated -
    12
    3