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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.

5,169 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md
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    AGPL 3.0
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    An MCP server that enables retrieval of historical weather data (temperature, precipitation, conditions, etc.) from Visual Crossing for specified locations and dates.
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    Python
    GPL 3.0
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    An MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.
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    GPL 2.0
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    mcp-server-chart
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    MIT License
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    Leverages Vim's native text editing commands and workflows, which Claude already understands, to create a lightweight code assistance layer.
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    MIT License
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    A mathematical computation service that enables users to perform symbolic calculations including basic arithmetic, algebra, calculus, equation solving, and matrix operations through the MCP protocol.
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    MIT License

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    Enables AI assistants to download images from URLs and perform basic image optimization tasks.
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    Apache 2.0
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    Enables automated web accessibility scans for WCAG compliance using Playwright and Axe-core, providing visual and JSON reports with remediation guidance.
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    MIT License
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    A multi-agent human-computer interaction system that enables natural interaction through integrated visual recognition, speech recognition, and speech synthesis capabilities.
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    Apache 2.0
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    A modular system for building and orchestrating AI applications through microservices, featuring LLM interactions, Jupyter notebook execution, and visual workflow capabilities.
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    A CLIP-Based Fashion Recommender system that allows users to upload clothing images and receive tags and recommendations based on visual analysis.
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    Apache 2.0
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    Enables users to create, manage, and analyze investment portfolios with real-time market data, personalized recommendations, and visual representations of asset allocation.
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    A Node.js server that provides advanced video and image processing capabilities through the Model Context Protocol, enabling operations like conversion, compression, editing, and effects application.
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    A MCP server that creates graphic recordings by converting websites or text input into visual summaries using different prompt styles (standard, elementary, timeline).
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    MIT License
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    Serves prompt templates through a standardized protocol for transforming basic user queries into optimized prompts for AI systems.
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    Apache 2.0
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    A TypeScript template for building Model Context Protocol servers that implements basic note-taking CRUD operations with JSON responses.
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    A basic Model Context Protocol server implementation that demonstrates core functionality including tools and resources for AI chat applications.
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    A Model Context Protocol server that enables building Android projects and running tests directly in Visual Studio Code through extensions like Cline or Roo Code.
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    MIT License
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    An MCP server for converting Markdown documents to PDF files.
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    A Model-Context-Protocol server enabling users to perform basic operations on Solana and Ethereum blockchains through simple RPC endpoints.
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    Apache 2.0
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    A Model Context Protocol server that enables AI assistants to analyze images using OpenRouter vision models through a simple interface.
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    MIT License
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    MCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.
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    MIT License
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    A sample implementation of Model Context Protocol server demonstrating core functionality with simple arithmetic tools and greeting resources.
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    A simple application demonstrating Model Context Protocol (MCP) integration with FastAPI and Streamlit, allowing users to interact with LLMs through a clean interface.
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    A simple Model Context Protocol server that provides standardized tool functionality, currently implementing a basic calculator for adding two numbers together.
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    A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
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    MIT License
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    Enables browser automation using the Selenium WebDriver through MCP, supporting browser management, element location, and both basic and advanced user interactions.
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    MIT License
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    A bridge between the Context Broker and other services, implementing basic operations for entity publishing, updating, and querying in FIWARE environments.
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    Apache 2.0
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    An MCP server for searching and visualizing SolarWinds Observability logs, allowing users to query log data with filtering options and generate visual representations of log events over time.
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    AI-driven browser automation server that implements the Model Context Protocol to enable natural language control of web browsers for tasks like navigation, form filling, and visual interaction.
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    MIT License
    • Apple
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    Transform your non-existent or unreadable docs into an intelligent, searchable knowledge base that actually answers those 'basic questions' before they're asked.
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