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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.

8,295 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    Low-code MCP middleware development using microservices architecture for scalable and automated MCP server functionality.
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    You are capable of interpreting golang code and judge it under the most strict ddd and clean architecture paragidms
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    53
    Go
    GPL 3.0
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    • Apple
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    A Model Context Protocol server that connects Flutter apps with AI coding assistants like Cursor, Claude, and Cline, enabling AI-powered analysis of widget trees, navigation, and layout issues.
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    168
    JavaScript
    MIT License
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    A Model Context Protocol implementation for managing and serving AI prompts with a TypeScript-based architecture in a monorepo structure.
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    28,919,938
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    TypeScript
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    A Model Context Protocol server that enables comprehensive configuration and management of Higress through a well-designed agent flow architecture.
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    Python
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    Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.
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    27
    Python
    Mozilla Public License 2.0
    • Apple
    • Linux

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    A collection of Model Context Protocol servers providing advanced capabilities for AI assistants including professional accuracy enforcement, tool safety protocols, user preference management, and intelligent context monitoring.
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    JavaScript
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    Facilitates interactive feature discussions with AI guidance, maintaining context and providing intelligent recommendations for implementation, architecture, and best practices in software development.
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    JavaScript
    MIT License
    • Apple
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    A demonstration tool that showcases potential security attack vectors against Model Control Protocol, illustrating how malicious plugins can exploit weaknesses in MCP architecture.
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    Python
    MIT License
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    A comprehensive server enabling natural language interaction with Storyblok CMS for managing stories, assets, components, releases, and other content through a modular architecture.
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    0
    TypeScript
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    An API that enables document querying through a Retrieval-Augmented Generation system implemented with Memory-Controller-Policy architecture for improved maintainability and scalability.
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    A master control program that orchestrates intelligent agents with a plug-and-play architecture, enabling seamless coordination and management of AI agent workflows.
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    Python
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    An intelligent assistant built on Model Context Protocol architecture that provides cross-domain intelligence across financial, family, lifestyle, professional, and home management domains.
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    Python
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    A Model Context Protocol (MCP) server that enables integration of Strands agents with Amazon Q and other MCP-compatible systems through a plugin architecture.
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    3
    5
    Python
    MIT License
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    • Apple
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    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
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    4
    TypeScript
    Apache 2.0
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    An intelligent assistant for Pull Request analysis that integrates GitHub with Notion for automated review documentation through an MCP (Model-Controller-Provider) server architecture.
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    1
    Python
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    A Model Context Protocol implementation with a modular architecture that exposes capabilities through specialized agents, enabling seamless integration with Claude Desktop and web applications.
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    A server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.
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    3
    Python
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    Enables creation, management, and templating of prompts through a simplified SOLID architecture, allowing users to organize prompts by category and fill in templates at runtime.
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    0
    66
    TypeScript
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    Leverages Google's Gemini AI with a 1M token context window for comprehensive codebase analysis, enabling intelligent code search, architecture analysis, and targeted improvement suggestions.
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    Python
    MIT License
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    An MCP server that assists with the orchestration of new software projects by applying standardized templates and best practices in design patterns and software architecture.
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    13
    Python
    MIT License
    • Apple
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    MCP server providing access to Malaysia's government datasets, dashboards, weather forecasts, and transport data through a unified search system and hybrid data access architecture.
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    2
    JavaScript
    MIT License
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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.
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    582
    10
    TypeScript
    MIT License
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    A multi-server system that converts PDF documents to Markdown format using FastMCP architecture with upload and convert servers orchestrated by a reactive client agent.
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    Python
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    A comprehensive customer support platform featuring real-time messaging, knowledge base management, and a multi-tenant architecture with both React frontend and Node.js backend.
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    TypeScript
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    A Python-based implementation of the Model Context Protocol that enables communication between a model context management server and client through a request-response architecture.
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    Python
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    A service that processes natural language requests to perform mathematical calculations by integrating Claude AI with a calculator API through the Model-Context-Protocol architecture.
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    JavaScript
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    A next-generation Minecraft server engine built with Python and Cython, aiming to deliver exceptional performance and flexibility through advanced scientific computing libraries and optimized architecture.
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    1
    MIT License
    • Linux
    • Apple
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    An MCP server that provides persistent memory capabilities for Claude, offering tiered memory architecture with semantic search, memory consolidation, and integration with the Claude desktop application.
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    31
    Python
    MIT License
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    A command-line interface application that enables interaction with LLMs through document retrieval, command-based prompts, and extensible tool integrations using the Model Control Protocol architecture.
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    Python
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    An AI-powered automation tool development platform that provides modular architecture with tool hot-reloading, enterprise-grade integration capabilities, and real-time updates with zero-downtime deployment.
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    15
    5
    TypeScript
    MIT License
    • Apple
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    Provides AI assistants with persistent memory of your project architecture, development history, and technical decisions, allowing them to give context-aware coding help without needing repeated explanations.
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    61
    TypeScript
    MIT License
    • Apple
    • Linux