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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:

  • Code Analysis MCP Server

    saiprashanths
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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
    19
    • Apple

  • mcp-adr-analysis-server

    tosin2013
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    security
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    Transform your codebase into professional architectural decision records with intelligent AI analysis
    Last updated -
    36
    122
    9
    MIT License

  • 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 -
    11
    MIT License

  • MCP Stock Analysis Server

    giptilabs
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    security
    F
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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 -
    2

  • Financial Analysis MCP Server

    NARAVINDR321
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    security
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    license
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    quality
    Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.
    Last updated -
    13

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  • Gold IRA Sales Analysis MCP Server

    the-funky-1
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    security
    F
    license
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    quality
    Enables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 specialized prompts executed in strategic order. Provides structured analysis of conversation dynamics, psychology, objections, deal risk, and strategic qualification for retirement planning sales calls.
    Last updated -

  • BigQuery Analysis MCP Server

    gotalab
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    A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
    Last updated -
    2
    • Apple

  • Enhanced Image Analysis MCP Server

    2squirrelsai
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    security
    F
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    quality
    Enables intelligent analysis and organization of image collections with smart filename generation, metadata extraction, and automated folder organization. Supports batch processing, color analysis, EXIF data extraction, and multiple naming styles for efficient photo management.
    Last updated -
    • Apple

  • Alpha Vantage Stock Analysis MCP Server

    ranveer0323
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    security
    A
    license
    A
    quality
    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 -
    5
    2
    MIT License

  • Data Analysis MCP Server

    boyzhang666
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    quality
    Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
    Last updated -
    1

  • MCP Code Analysis Server

    johannhartmann
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    security
    A
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    quality
    An intelligent server that provides semantic code search, domain-driven analysis, and advanced code understanding for large codebases using LLMs and vector embeddings.
    Last updated -
    5
    MIT License

  • MCP Securities Analysis

    druce
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    security
    F
    license
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    quality
    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 -
    6
    • Apple

  • Stock Analysis MCP Server

    jwangkun
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    security
    F
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    quality
    Enables real-time stock market analysis through AKShare API integration. Supports retrieving live stock prices, historical data, technical indicators (MA, MACD, RSI), market sentiment analysis, stock search, and financial news.
    Last updated -
    4

  • Chess Analysis Assistant

    turlockmike
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    security
    A
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    quality
    Helps you analyze chess positions and get professional evaluations using Stockfish.
    Last updated -
    6
    15
    MIT License
    • Apple
    • Linux

  • MCP Sentiment Analysis Server

    jimthompson5802
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    security
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    quality
    This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).
    Last updated -
    MIT License
    • Apple
    • Linux

  • 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 -

  • Stock Analysis MCP Server

    TanayPhatak
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    security
    F
    license
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    quality
    A Model Context Protocol server that provides stock technical analysis tools (moving averages, RSI, trade recommendations) for AI assistants to analyze stocks and offer trading signals.
    Last updated -
    • Linux

  • Ransomware Analysis MCP Server

    mohamedouamer19
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    security
    F
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    quality
    Enables comprehensive ransomware threat analysis through 25+ tools that interact with ransomware.live API. Provides real-time data on ransomware groups, victims, negotiations, IOCs, and attack trends for cybersecurity investigation and monitoring.
    Last updated -

  • GitLab PR Analysis MCP Server

    CodeByWaqas
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    security
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    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 -
    MIT License
    • Linux
    • Apple

  • LumiFAI MCP Technical Analysis Server

    Lumif-ai
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    security
    F
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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 -
    1

  • Image Analysis MCP Server

    champierre
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    security
    A
    license
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    quality
    A server that accepts image URLs and analyzes their content using GPT-4-turbo, enabling Claude AI assistants to understand and describe images through natural language.
    Last updated -
    1
    1
    6
    MIT License

  • Browser History Analysis MCP

    mixophrygian
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    security
    A
    license
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    quality
    A local MCP server for retrieving and analyzing your browser history. Makes it easy for a client to identify patterns, analyze sessions, and create a comprehensive report.
    Last updated -
    7
    4
    MIT License
    • Apple
    • Linux

  • Resume Analysis MCP Server

    sms03
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    security
    F
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    quality
    An intelligent server that processes and evaluates resumes by extracting structured data, analyzing skills and experience, scoring candidates against job requirements, and generating detailed reports.
    Last updated -
    • Apple

  • Trading Analysis MCP Server

    zkyko
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    security
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    A FastAPI-based server that provides a web UI for uploading, processing, and analyzing trading screenshots with automatic trade data extraction and analytics.
    Last updated -

  • Stock Analysis MCP Server

    ParseDark
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    security
    F
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    quality
    A FastMCP-based server that provides tools for analyzing stock market data, including concept sector strength, financial indicators, F10 information, market emotion indicators, and tracking limit-up stocks.
    Last updated -
    10

  • Crypto Price & Market Analysis MCP Server

    truss44
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    security
    A
    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
    281
    36
    MIT License
    • Apple

  • Headline Vibes Analysis MCP Server

    fred-em
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    security
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    quality
    Analyzes sentiment in news headlines from major US publications using both standard and natural language date inputs, enabling insights into public sentiment trends.
    Last updated -
    6

  • Python Codebase Analysis RAG System

    shervinemp
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    security
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    quality
    An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
    Last updated -
    5