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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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10,696 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
    20
    • Apple

  • NCCN Guidelines MCP Server

    gscfwid
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    A Model Context Protocol server that provides access to National Comprehensive Cancer Network clinical guidelines through direct PDF reading rather than RAG for increased accuracy.
    Last updated -
    3
    2
    MIT License

  • AI Development Guidelines MCP Server

    anip1805-dotcom
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    security
    F
    license
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    quality
    Provides AI agents with professional coding standards, development best practices, and context-aware guidance through static documentation and AI-powered custom recommendations. Enables agents to access comprehensive development guidelines including coding rules, debugging techniques, and AI steering instructions.
    Last updated -

  • MCP Code Analysis Server

    johannhartmann
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    security
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    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

  • FastMCP Development Assistant

    kongyo2
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    Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.
    Last updated -
    6
    MIT License

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  • Frontend Code Analysis MCP

    cmc12138
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    security
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    license
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    quality
    Analyzes frontend project code (React, Vue, Angular) and converts it into AI-understandable flow diagrams and object structures. Provides tools for code analysis, variable/function/component inspection, and project structure insights.
    Last updated -
    10

  • Total Development Toolkit MCP

    su-record
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    security
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    license
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    quality
    An all-in-one development toolkit that integrates 10 popular MCPs with comprehensive features for solo developers, supporting frontend, backend, mobile development, database management, testing, and deployment automation.
    Last updated -

  • AI Development Pipeline MCP

    theburgerllc
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    security
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    license
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    quality
    A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.
    Last updated -
    7
    MIT License
    • Linux
    • Apple

  • Spec-Driven Development MCP Server

    formulahendry
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    Facilitates spec-driven development workflows by providing structured prompts for generating requirements in EARS format, design documents, and implementation code following a systematic approach.
    Last updated -
    106
    343
    MIT License

  • Smart Code Reviewer

    renjismzy
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    security
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    license
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    quality
    Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.
    Last updated -
    5
    MIT License

  • Integrated Development MCP

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    A comprehensive toolkit that consolidates over 40 development tools into a single MCP, enabling unified management of frontend, backend, mobile development, GitHub repositories, and database operations.

  • TBC Guidelines Automation System

    haripriyagullipalli
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    security
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    license
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    quality
    Provides real-time TBC Bank development standards compliance checking and code review tools. Integrates with GitHub Copilot and development workflows to automatically enforce coding guidelines and reduce violations.
    Last updated -

  • Code Merge MCP

    yy1588133
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    security
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    license
    A
    quality
    A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.
    Last updated -
    3
    22
    MIT License

  • MCP Code Analyzer

    emiryasar
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    security
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    license
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    quality
    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
    Last updated -
    39
    MIT License

  • MCP Chat Analysis Server

    rebots-online
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    security
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    license
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    quality
    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
    A
    security
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    license
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    quality
    Transform your codebase into professional architectural decision records with intelligent AI analysis
    Last updated -
    36
    191
    10
    MIT License

  • Code Explainer MCP

    BillDuke13
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    security
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    license
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    quality
    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
    Last updated -
    6
    Apache 2.0

  • Code Summarizer MCP

    nicobailon
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    quality
    Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
    Last updated -
    2
    • Linux
    • Apple

  • MCP Stock Analysis Server

    giptilabs
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    security
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    license
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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

  • Code Review MCP

    shadabbi
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    quality
    Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.
    Last updated -
    9
    994
    1
    MIT License
    • Apple

  • claude-code-mcp

    KunihiroS
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    security
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    quality
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    Last updated -
    7
    21
    30
    MIT License
    • Linux

  • Ndlovu Code Reviewer

    shaunie2fly
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    quality
    Enables AI assistants to perform comprehensive code reviews of local uncommitted changes by combining git diffs with static analysis from linters like ESLint and TypeScript. Returns structured JSON feedback with findings, suggestions, and quality assessments powered by Google's Gemini CLI.
    Last updated -
    1
    8
    1

  • Financial Analysis MCP Server

    NARAVINDR321
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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

  • MCP Code Executor

    bazinga012
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    license
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    quality
    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    191
    MIT License
    • Linux
    • Apple

  • MCP Code Indexer

    zxfgds
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    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated -
    25

  • MCP Code Editor

    alejoair
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    A FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.
    Last updated -
    MIT License
    • Apple
    • Linux

  • Gold IRA Sales Analysis MCP Server

    the-funky-1
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    security
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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 -

  • WordPress Code Review MCP Server

    miniOrangeDev
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    security
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    license
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    quality
    A lightweight, configurable server that fetches coding guidelines, security rules, and validation patterns from external sources to help development teams maintain code quality standards in WordPress projects.
    Last updated -
    3
    5
    MIT License

  • Claude Code MCP

    auchenberg
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    security
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    license
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    quality
    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    Last updated -
    8
    174
    MIT License