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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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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Coding Assistant Server

    AviOfLagos
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    security
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    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    Last updated -
    12

  • Data Analysis MCP Server

    boyzhang666
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    security
    F
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    quality
    Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
    Last updated -
    1

  • Ollama_MCP_Guidance

    ShadovvSinger
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    security
    A
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    quality
    A Model Context Protocol server that provides standardized interfaces for interacting with Ollama API, offering JSON responses, error handling, and intelligent guidance for LLM-based API calls.
    Last updated -
    MIT License
    • Linux
    • Apple

  • Expert Registry MCP Server

    agentience
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    security
    F
    license
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    quality
    A high-performance MCP server for expert discovery, registration, and context injection, enabling AI-powered expert selection through semantic search and relationship modeling with vector and graph database integration.
    Last updated -
    • Linux
    • Apple

  • MCP Expert Server

    crazyrabbitLTC
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    security
    F
    license
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    quality
    A Model Context Protocol server utilizing Claude AI for generating intelligent queries and offering documentation assistance based on API documentation analysis.
    Last updated -
    0
    3

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  • Financial Analysis MCP Server

    NARAVINDR321
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    security
    F
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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

  • Coding Standards MCP Server

    ggerve
    A
    security
    A
    license
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    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Last updated -
    3
    12
    MIT License

  • UI Expert MCP Server

    reallygood83
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    license
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    Provides professional UI/UX design expertise and frontend development tools for analyzing interfaces, generating design systems, and creating modern components with accessibility and best practices built-in. Supports React, Vue, Angular and other frameworks with seamless Claude Code CLI integration.
    Last updated -
    4
    4
    MIT License
    • Apple

  • MCP Server for Cirro Data

    NorahZager
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    security
    F
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    quality
    This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
    Last updated -

  • My Coding Buddy MCP Server

    ajkeast
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    security
    F
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    quality
    A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.
    Last updated -
    • Apple
    • Linux

  • CODING DevOps MCP Server

    yupengfei1209
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    security
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    license
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    quality
    Implements Model Context Protocol (MCP) to enable interaction with CODING DevOps platform through standardized interfaces for managing projects and work items.
    Last updated -
    6
    0
    1
    MIT License

  • 𓂀𓁢𓋹𝔸ℕ𝕌𝔹𝕀𝕊𓋹𓁢𓂀 - Intelligent Guidance for

    Hive-Academy
    A
    security
    A
    license
    A
    quality
    Hey @roocode community! I'm thrilled to share a project born from my work with Roocode and the vision of an AI-powered development team: the Anubis MCP Server! This system is heavily inspired by Roocode and designed to orchestrate an AI development workflow based on agile methodology. It simulates
    Last updated -
    16
    50
    122
    MIT License
    • Apple

  • Chess Analysis Assistant

    turlockmike
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    security
    A
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    quality
    Helps you analyze chess positions and get professional evaluations using Stockfish.
    Last updated -
    6
    15
    MIT License
    • Apple
    • Linux

  • Home Assistant MCP

    hpohlmann
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    security
    A
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    quality
    A Model Context Protocol (MCP) integration that allows AI assistants to control Home Assistant devices by searching for entities and controlling devices through natural language commands.
    Last updated -
    22
    MIT License
    • Linux
    • Apple

  • Remote MCP Server for Website Analysis

    elizabethsiegle
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    security
    F
    license
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    quality
    An authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.
    Last updated -
    6
    • Apple

  • Home Assistant MCP

    allenporter
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    security
    A
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    quality
    Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
    Last updated -
    61
    Apache 2.0

  • MCP Logging Assistant

    mcpassistant
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    security
    F
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    quality
    Provides comprehensive logging and monitoring capabilities for MCP services with real-time log tailing, advanced search, error analysis, and anomaly detection. Enables centralized log aggregation, correlation tracking, and health monitoring across all MCP ecosystem services.
    Last updated -

  • Home Assistant MCP Server

    miguelg719
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    security
    A
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    quality
    A Model Context Protocol server that integrates with Home Assistant to provide smart home control capabilities through natural language, supporting devices like lights, climate systems, locks, alarms, and humidifiers.
    Last updated -
    2
    MIT License
    • Apple

  • MCP Testing Assistant

    mcpassistant
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    security
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    quality
    Enables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.
    Last updated -

  • Code Analysis MCP Server

    saiprashanths
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    security
    F
    license
    A
    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
    19
    • Apple

  • MCP Data Wrangler

    shibuiwilliam
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    security
    A
    license
    A
    quality
    A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.
    Last updated -
    16
    8
    MIT License
    • Linux
    • Apple

  • MCP Chat Analysis Server

    rebots-online
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    security
    A
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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 Stock Analysis Server

    giptilabs
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    security
    F
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    quality
    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

  • Metabase AI Assistant

    enessari
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    security
    A
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    quality
    Enables AI-powered interaction with Metabase instances and PostgreSQL databases through natural language. Creates models, SQL queries, metrics, and dashboards using both Metabase API and direct database connections.
    Last updated -
    3
    MIT License
    • Apple

  • MCP Launch Assistant

    mcpassistant
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    security
    F
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    quality
    Manages the lifecycle of MCP services with health monitoring, auto-restart capabilities, and process tracking. Enables users to start, stop, restart, and monitor MCP services through natural language commands.
    Last updated -
    • Apple

  • Azure Assistant MCP

    iOSDevil
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    security
    A
    license
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    quality
    Enables natural language exploration of Azure environments by generating and executing KQL queries against Azure Resource Graph. Supports multi-tenant configurations, subscription scoping, and provides direct access to Azure resource information through conversational interactions.
    Last updated -
    8
    1
    Apache 2.0

  • MCP Inspector Assistant

    mcpassistant
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    security
    F
    license
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    quality
    Provides programmatic access to MCP server testing, debugging, and validation capabilities by wrapping the official MCP Inspector. Enables users to test tools, validate protocol compliance, discover server capabilities, and debug MCP servers through natural language interactions.
    Last updated -

  • arr-assistant-mcp

    omniwaifu
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    security
    F
    license
    A
    quality
    A server that allows users to add movies and TV shows to Radarr/Sonarr using natural language queries.
    Last updated -
    6
    3