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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:

  • MCP Guide

    switchblxdee
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    A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.
    Last updated -
    8
    MIT License

  • Sentiment + Sarcasm Analyzer

    igorpavlov-mgr
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    A lightweight Gradio application that analyzes text for sentiment (positive/negative) and sarcasm detection using Hugging Face Transformers, designed to run on CPU and compatible with the MCP server architecture.
    Last updated -
    • Apple
    • Linux

  • crypto-sentiment-mcp

    kukapay
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    An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
    Last updated -
    5
    34
    MIT License

  • MCP-Guide

    qpd-v
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    A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.
    Last updated -
    3
    24
    62
    Apache 2.0

  • Sentiment Analysis MCP Server

    Aiden-Jeon
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    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 -

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  • MCP Sentiment Analysis Server

    jimthompson5802
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    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

  • Financial Analysis MCP Server

    NARAVINDR321
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    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

  • A Share MCP

    24mlight
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    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • A-Share MCP Server

    24mlight
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    security
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    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • Code Analysis MCP Server

    saiprashanths
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    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

  • markdown-to-html

    fashionzzZ
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    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,635
    4
    MIT License
    • Apple

  • 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-adr-analysis-server

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

  • MCP Stock Analysis Server

    giptilabs
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    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

  • Gold IRA Sales Analysis MCP Server

    the-funky-1
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    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 -

  • OpenAPI to MCP Server

    TykTechnologies
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    A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
    Last updated -
    3
    5
    24
    MIT License
    • Apple

  • Scancode License Analysis Tool for MCP

    bivex
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    Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.
    Last updated -
    5

  • Dev.to MCP Server

    nickytonline
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    Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.
    Last updated -
    30

  • 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

  • REST-to-Postman MCP

    runninghare
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    Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
    Last updated -
    2
    0

  • Talk to Figma MCP

    pipethedev
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    Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.
    Last updated -
    38
    2,275
    MIT License
    • Apple

  • Enhanced Image Analysis MCP Server

    2squirrelsai
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    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

  • Excel to PDF Converter

    kmexnx
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    An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.
    Last updated -
    2
    26
    2
    MIT License
    • Apple
    • Linux

  • 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 -
    5
    2
    MIT License

  • Excel to JSON MCP by WTSolutions

    he-yang
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    The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.
    Last updated -
    4

  • Talk to Figma MCP

    grab
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    An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.
    Last updated -
    19
    2,275
    5,299
    MIT License
    • Apple
    • Linux

  • Cursor Talk To Figma MCP

    toiletmadarchut
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    Enables users to control the cursor in Figma through verbal commands using an agentic AI agent, streamlining the design process with a new interaction method.
    Last updated -
    19
    2,275
    1

  • Markdown to HTML MCP Server

    1623311678
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    An MCP server that converts Markdown to HTML, supporting both stdio and HTTP interfaces for easy integration with Cursor and other MCP clients.
    Last updated -
    1
    0