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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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6,854 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Actor-Critic Thinking MCP Server

    aquarius-wing
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    Provides dual-perspective analysis through alternating actor (creator/performer) and critic (analyzer/evaluator) viewpoints, generating comprehensive performance evaluations with balanced, actionable feedback.
    Last updated -
    1
    42
    7
    JavaScript
    MIT License

  • lighthouse-mcp

    priyankark
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    Allows AI assistants such as Cursor/Cline/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!
    Last updated -
    2
    54
    13
    JavaScript
    MIT License

  • MCP Ollama Link

    truaxki
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    security
    F
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    Facilitates initiating Ollama queries via Claude and manages a simple note storage system with capabilities to add, summarize, and access notes using custom URIs.
    Last updated -
    1
    2
    Python
    • Apple

  • mcp-hydrolixofficial

    hydrolix
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    mcp-hydrolix
    Last updated -
    3
    3
    Python
    Apache 2.0
    • Apple

  • PostgreSQL MCP Server

    nahmanmate
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    Facilitates management and optimization of PostgreSQL databases, offering analysis, setup guidance, and debugging, while ensuring secure and efficient database operations.
    Last updated -
    3
    6
    12
    TypeScript
    AGPL 3.0
    • Linux
    • Apple

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  • MCP Server Pagespeed

    enemyrr
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    Enables AI models to analyze webpage performance using the Google PageSpeed Insights API, providing real-time performance scores and improvement suggestions.
    Last updated -
    1
    7
    1
    JavaScript
    MIT License

  • Chain of Draft (CoD) MCP Server

    stat-guy
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    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    Last updated -
    7
    2
    Python
    • Apple

  • Playwright-Lighthouse MCP Server

    kbyk004-diy
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    A server that analyzes website performance using Playwright and Lighthouse, allowing LLMs to perform web performance analysis through the Model Context Protocol.
    Last updated -
    3
    TypeScript
    MIT License
    • Apple

  • CCXT MCP Server

    doggybee
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    High-performance CCXT MCP server for cryptocurrency exchange integration
    Last updated -
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    19
    78
    TypeScript
    MIT License
    • Apple

  • Zig MCP Server

    openSVM
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    Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.
    Last updated -
    4
    23
    JavaScript
    MIT License

  • CloudStack MCP Server

    phantosmax
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    A high-performance server that enables integration between Apache CloudStack infrastructure and AI assistants through the Model Context Protocol, providing comprehensive tools for managing virtual machines, storage, networking, and other cloud resources.
    Last updated -
    45
    4
    TypeScript
    MIT License

  • MCP Firebird

    PuroDelphi
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    A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL databases, enabling Claude and other LLMs to securely access, analyze, and manipulate data in Firebird databases through natural language.
    Last updated -
    14
    729
    22
    TypeScript
    MIT License
    • Apple
    • Linux

  • mcp-linkedinads

    radiateb2b
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    Analyse your LinkedIn Ads performance. Compare to benchmarks and get optimisation recommendations.
    Last updated -
    • Apple

  • mcp-trino

    tuannvm
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    A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.
    Last updated -
    42
    Go
    • Apple
    • Linux

  • Gemini MCP

    emmron
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    An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.
    Last updated -
    23
    4
    JavaScript
    GPL 3.0

  • memento-mcp

    gannonh
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    Scalable, high-performance knowledge graph memory system with semantic search, temporal awareness, and advanced relation management.
    Last updated -
    20
    65
    142
    TypeScript
    MIT License

  • Deep Code Reasoning MCP Server

    haasonsaas
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    Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
    Last updated -
    10
    64
    TypeScript
    MIT License

  • MCP Ripgrep Server

    mcollina
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    Provides ripgrep search capabilities to MCP clients like Claude, allowing high-performance text searches across files on your system.
    Last updated -
    5
    91
    9
    JavaScript
    MIT License
    • Apple

  • Crawl4AI MCP Server

    BjornMelin
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    High-performance server enabling AI assistants to access web scraping, crawling, and deep research capabilities through Model Context Protocol.
    Last updated -
    4
    TypeScript

  • Kaltura MCP Server

    zoharbabin
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    An implementation of the Model Context Protocol that provides AI models with standardized access to Kaltura's media management capabilities including uploading, retrieving metadata, searching, and managing categories and permissions.
    Last updated -
    10
    1
    Python
    MIT License
    • Linux
    • Apple

  • JMeter MCP Server

    QAInsights
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    A Model Context Protocol server that allows AI assistants to execute and manage JMeter performance tests through natural language commands.
    Last updated -
    2
    27
    Python

  • mcp-pprof-anaylzer

    ZephyrDeng
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    This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.
    Last updated -
    4
    Go
    MIT License
    • Linux
    • Apple

  • AI Vision Debug MCP Server

    samihalawa
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    A Model Context Protocol server that provides AI vision capabilities for analyzing UI screenshots, offering tools for screen analysis, file operations, and UI/UX report generation.
    Last updated -
    26
    1
    JavaScript
    ISC License
    • Linux
    • Apple

  • Google Search Console MCP Server

    ahonn
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    A server that provides access to Google Search Console data through the Model Context Protocol, allowing users to retrieve and analyze search analytics data with customizable dimensions and reporting periods.
    Last updated -
    6
    36
    12
    TypeScript

  • GitHub Stars MCP Server

    Dustyposa
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    A high-performance server for analyzing GitHub user starred repositories, providing insights into development trends, technology adoption patterns, and timeline tracking.
    Last updated -
    1
    Python
    Apache 2.0

  • MCP Server

    Martposting
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    Facilitates multi-client processing for high-performance operations within the DigitalFate framework, enabling advanced automation through task orchestration and agent integration.
    Last updated -
    1
    Python
    MIT License

  • MCP vLLM Benchmarking Tool

    Eliovp-BV
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    An interactive tool that enables users to benchmark vLLM endpoints through MCP, allowing performance testing of LLM models with customizable parameters.
    Last updated -
    1
    Python

  • Flutter MCP Service

    dvillegastech
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    Provides advanced Flutter development tools via Model Context Protocol with features including widget analysis, documentation search, performance optimization, and code generation.
    Last updated -
    3
    JavaScript

  • mcp-memory-libsql

    spences10
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    A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage.
    Last updated -
    6
    166
    60
    TypeScript
    MIT License

  • FAL Image/Video MCP Server

    RamboRogers
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    High-performance MCP server that enables generation of images and videos using FAL AI models with automatic downloads to your local machine.
    Last updated -
    3
    JavaScript
    MIT License
    • Apple
    • Linux

  • Locust MCP Server

    QAInsights
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    security
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    license
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    quality
    A server that integrates Locust load testing capabilities with AI-powered development environments, allowing users to run performance tests through natural language commands.
    Last updated -
    1
    1
    Python
    MIT License