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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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6,853 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Chart Server

    wubbyweb
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    A Model Context Protocol server that generates TradingView chart visualizations with real-time updates, enabling AI assistants to create and display financial charts through an integration with Chart-IMG API.
    Last updated -
    5
    14
    TypeScript
    • Apple

  • Quickchart-MCP-Server

    GongRzhe
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    An MCP server for generating customizable data visualizations using QuickChart.io, supporting multiple chart types and Chart.js configuration.
    Last updated -
    2
    1,574
    80
    JavaScript
    MIT License
    • Apple

  • MCP Server Chartofficial

    antvis
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    quality
    mcp-server-chart
    Last updated -
    25
    5,145
    1,801
    TypeScript
    MIT License
    • Apple

  • ArtifactHub MCP Server

    AlexW00
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    A Model Context Protocol server that enables interaction with Helm charts on Artifacthub, providing tools for retrieving chart information, default values, and templates through natural language queries.
    Last updated -
    5
    2
    TypeScript

  • MCP Chat Analysis Server

    rebots-online
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    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
    Last updated -
    8
    Python
    MIT License

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  • Crypto Price & Market Analysis MCP Server

    truss44
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    security
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    license
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    quality
    A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.
    Last updated -
    3
    614
    29
    TypeScript
    MIT License
    • Apple

  • Code Analysis MCP Server

    saiprashanths
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    license
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    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated -
    4
    7
    Python
    • Apple

  • Excel MCP Server

    yzfly
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    An MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.
    Last updated -
    8
    36
    Python

  • Excel Chart MCP Server

    pyz11
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    A dual-mode intelligent Excel processing server that provides Excel data analysis tools for Cursor AI in MCP mode and offers a standalone web interface with support for external AI configurations like DeepSeek.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux

  • mcp-coincap-jj

    wazzan
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    quality
    A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface. Updated to use Coin Cap API v3
    Last updated -
    3
    580
    TypeScript
    MIT License
    • Apple

  • Deep Code Reasoning MCP Server

    haasonsaas
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    security
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    license
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    quality
    Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
    Last updated -
    10
    64
    TypeScript
    MIT License

  • OSSInsight MCP Server

    damonxue
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    F
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    quality
    Provides GitHub data analysis for repositories, developers, and organizations, enabling insights into open source ecosystems through API calls and natural language queries.
    Last updated -
    5
    2
    JavaScript

  • SharkMCP

    kriztalz
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    A Model Context Protocol server that provides network packet capture and analysis capabilities through Wireshark/tshark integration, enabling AI assistants to perform network security analysis and troubleshooting.
    Last updated -
    4
    16
    TypeScript
    MIT License
    • Apple
    • Linux

  • Bazi MCP

    cantian-ai
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    quality
    An AI-powered metaphysical Bazi calculator that provides accurate Chinese astrological chart calculations for personality analysis and destiny forecasting, addressing inaccuracies in existing AI fortune-telling tools.
    Last updated -
    2
    104
    101
    TypeScript
    ISC License

  • GitLab PR Analysis MCP Server

    CodeByWaqas
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    security
    A
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    quality
    Integrates GitLab merge request analysis with Confluence documentation, allowing users to fetch merge request details, analyze code changes, and store analysis results in Confluence pages.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple

  • WireMCP

    0xKoda
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    security
    A
    license
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    quality
    A Model Context Protocol server that provides LLMs with real-time network traffic analysis capabilities, enabling tasks like threat hunting, network diagnostics, and anomaly detection through Wireshark's tshark.
    Last updated -
    7
    163
    JavaScript
    MIT License
    • Apple
    • Linux

  • MCP Securities Analysis

    druce
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    security
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    A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.
    Last updated -
    4
    • Apple

  • Actor-Critic Thinking MCP Server

    aquarius-wing
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    Provides dual-perspective analysis through alternating actor (creator/performer) and critic (analyzer/evaluator) viewpoints, generating comprehensive performance evaluations with balanced, actionable feedback.
    Last updated -
    1
    42
    7
    JavaScript
    MIT License

  • lsp-mcp

    flothjl
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    security
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    quality
    A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.
    Last updated -
    1
    2
    Python
    MIT License

  • mcp-openvision

    Nazruden
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    MCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.
    Last updated -
    1
    Python
    MIT License
    • Apple

  • Gemini MCP

    emmron
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    security
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    license
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    quality
    An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.
    Last updated -
    23
    4
    JavaScript
    GPL 3.0

  • LumiFAI MCP Technical Analysis Server

    Lumif-ai
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    security
    F
    license
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    quality
    Provides technical analysis tools for cryptocurrency trading data, calculating EMAs (12 and 26 periods) for Binance pairs using MongoDB for data storage.
    Last updated -
    Python

  • Sentiment Analysis MCP Server

    Aiden-Jeon
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    security
    F
    license
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    quality
    An MCP server that provides sentiment analysis functionality using TextBlob, allowing users to analyze text for polarity, subjectivity, and sentiment assessment through Cursor AI.
    Last updated -
    Python

  • Alpha Vantage Stock Analysis MCP Server

    ranveer0323
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    Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.
    Last updated -
    3
    3
    TypeScript
    MIT License

  • BigQuery Analysis MCP Server

    gotalab
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    security
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    quality
    A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
    Last updated -
    TypeScript
    • Apple

  • MCP Stock Analysis Server

    giptilabs
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    quality
    Provides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.
    Last updated -
    TypeScript