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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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11,891 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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 -
    49
    407
    MIT License

  • AI Development Pipeline MCP

    theburgerllc
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    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

  • MCP Standards

    airmcp-com
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    A self-learning AI standards system that automatically detects patterns from user corrections and updates AI configuration files. Learns from repeated corrections (like 'use uv not pip') and automatically generates CLAUDE.md and other AI assistant configuration files.
    Last updated -
    9
    2
    MIT License

  • Spec-driven Development MCP Server

    kevinlin
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    An MCP server that enables AI-powered IDEs to implement a structured development workflow from requirements gathering to code implementation, guiding users through goal collection, requirements specification, design documentation, task planning, and execution.
    Last updated -
    9
    9
    14

  • Spec-driven Development MCP Server

    kevinlin
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    Enables AI-guided spec-driven development workflow that transforms ideas into implementation through structured stages: goal collection, requirements gathering in EARS format, technical design documentation, task planning, and systematic code execution.
    Last updated -
    9
    9
    14

  • Coding Standards MCP Server

    ggerve
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    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Last updated -
    2
    3
    14
    MIT License

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  • Agentic AI System with MCP Integration

    pratyush-usc-mba
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    Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.
    Last updated -

  • With-MCP

    janwilmake
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    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    25
    34
    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

  • Total Development Toolkit MCP

    su-record
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    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 -

  • Development Tools MCP Server

    code-alchemist01
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    Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.
    Last updated -
    2
    MIT License
    • Apple
    • Linux

  • AI Development Guidelines MCP Server

    anip1805-dotcom
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    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 -

  • 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.

  • AI Development Assistant MCP Server

    kleneway
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    An AI-powered development toolkit for Cursor providing intelligent coding assistance through advanced reasoning, UI screenshot analysis, and code review tools.
    Last updated -
    373
    337
    MIT License

  • Hi-AI

    su-record
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    A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.
    Last updated -
    932
    33
    101
    1
    MIT License

  • Log Analyzer with MCPofficial

    awslabs
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    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    Last updated -
    139
    Apache 2.0

  • AI Development Assistant MCP Server

    yeakub108
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    A Cursor-compatible toolkit that provides intelligent coding assistance through custom AI tools for code architecture planning, screenshot analysis, code review, and file reading capabilities.
    Last updated -
    373
    12
    MIT License

  • Agentic AI with MCP

    dev484p
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    A Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.
    Last updated -
    3

  • translator-ai

    DatanoiseTV
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    Enables translation of JSON i18n files to multiple languages using various AI providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching and deduplication.
    Last updated -
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    3
    • Apple
    • Linux

  • Smart-AI-Bridge

    Platano78
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    Intelligent AI routing and integration platform for seamless provider switching
    Last updated -
    11
    2
    Apache 2.0
    • Linux
    • Apple

  • DevOps AI Toolkit

    vfarcic
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    Enables intelligent Kubernetes deployments, automated documentation testing, organizational pattern management, and shared prompt libraries. Provides AI-powered recommendations based on cluster capabilities and automates DevOps workflows through conversational interfaces.
    Last updated -
    1,039
    208
    MIT License

  • PostgreSQL MCP Server with GitHub OAuth

    coleam00
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    An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.
    Last updated -
    270
    MIT License

  • Simple MCP Data Manager with AI

    chirayupatel9
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    A Python-based Model Context Protocol server that integrates local AI models for managing data with features like CRUD operations, similarity search, and text analysis.
    Last updated -

  • Sequa AIofficial

    sequa-ai
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    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
    Last updated -
    30
    16
    MIT License

  • MCP Development Server

    dillip285
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    A Model Context Protocol server that enables Claude to manage software development projects with complete context awareness and code execution through Docker environments.
    Last updated -
    9
    3
    • Apple

  • AI MCP Gateway

    babasida246
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    Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.
    Last updated -
    MIT License
    • Apple

  • AI MCP ServiceNow

    jacebenson
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    A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.
    Last updated -
    1
    MIT License

  • MCP-Smallest.ai

    VinayakTiwari1103
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    A Model Context Protocol server implementation that provides a standardized interface for interacting with Smallest.ai's knowledge base management system.
    Last updated -
    3
    3

  • Bybit AI Trader

    TheMacroeconomicDao
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    AI trading assistant for Bybit cryptocurrency exchange that analyzes markets in real-time, identifies trading opportunities, and executes trades with user confirmation through Cursor IDE integration.
    Last updated -

  • SEO AI Assistant

    ccnn2509
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    Provides SEO automation with tools for keyword research, SERP analysis, and competitor analysis through Google Ads API integration, enabling AI assistants to access these capabilities via MCP.
    Last updated -
    36