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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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9,136 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Multi-AI MCP Server for Claude Code

    RaiAnsar
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    security
    A
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    quality
    Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.
    Last updated -
    108
    MIT License

  • GitLab MCP for Code Review

    mehmetakinn
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    security
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    quality
    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    Last updated -
    27
    MIT License
    • Linux
    • Apple

  • Persistent-Code MCP Server

    sparshdrolia
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    security
    F
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    quality
    Creates and maintains a semantic knowledge graph of code that allows maintaining context across sessions with Claude, providing advanced search capabilities without requiring the entire codebase in the context window.
    Last updated -
    5
    • Apple

  • Elasticsearch Knowledge Graph for MCP

    j3k0
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    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    Last updated -
    20
    14

  • Code Review MCP

    shadabbi
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    quality
    Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diffs, running static analysis tools (ESLint, Prettier, TypeScript, Semgrep), executing tests, and generating detailed code review reports with inline comments.
    Last updated -
    9
    696
    1
    MIT License
    • Apple

  • Adaptive Graph of Thoughts MCP Server

    SaptaDey
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    security
    A
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    quality
    A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.
    Last updated -
    19
    MIT License

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  • Neo4j Knowledge Graph

    mjftw
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    security
    F
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    quality
    Enables storage and retrieval of knowledge in a graph database format, allowing users to create, update, search, and delete entities and relationships in a Neo4j-powered knowledge graph through natural language.
    Last updated -
    3
    • Linux

  • Knowledge Graph Memory Server

    itseasy21
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    license
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    quality
    An implementation of persistent memory for Claude using a local knowledge graph, allowing the AI to remember information about users across conversations with customizable storage location.
    Last updated -
    11
    251
    54
    JavaScript
    MIT License
    • Apple

  • Charts Visualization MCP Server

    sakshi1x
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    security
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    quality
    Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.
    Last updated -

  • Azure Resource Graph MCP Server

    hardik-id
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    security
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    quality
    A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
    Last updated -
    1
    11
    MIT License
    • Linux
    • Apple

  • Code Context Provider MCP

    AB498
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    security
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    license
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    quality
    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
    Last updated -
    1
    41
    14
    MIT License
    • Linux
    • Apple

  • Code Sandbox MCP

    Automata-Labs-team
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    security
    A
    license
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    quality
    An MCP server to create secure code sandbox environment for executing code within Docker containers.
    Last updated -
    259
    MIT License
    • Linux
    • Apple

  • MCP Code Editor

    alejoair
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    security
    A
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    quality
    A FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.
    Last updated -
    MIT License
    • Apple
    • Linux

  • mcp-knowledge-graph

    shaneholloman
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    security
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    license
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    quality
    An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.
    Last updated -
    9
    534
    612
    MIT License
    • Apple

  • Deep Code Reasoning MCP Server

    haasonsaas
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    security
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    license
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    quality
    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
    86
    MIT License

  • Claude Code + Gemini MCP Server

    RaiAnsar
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    security
    A
    license
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    quality
    Connects Claude Code with Google's Gemini AI, allowing users to ask Gemini questions, get code reviews, and brainstorm ideas directly within Claude Code.
    Last updated -
    218
    MIT License

  • Xcode MCP Server

    r-huijts
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    A
    license
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    quality
    Bridges Claude AI with Xcode, enabling AI-powered code assistance, project management, and automated development tasks securely on your local machine.
    Last updated -
    12
    312
    MIT License
    • Apple

  • MCP Memory Server with Qdrant Persistence

    delorenj
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    security
    F
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    quality
    Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.
    Last updated -
    2
    11
    • Linux
    • Apple

  • MCP Microsoft Graph Server

    tcpatter
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    security
    F
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    quality
    Provides secure access to Microsoft Entra ID (Azure AD) resources including users, devices, and applications through Microsoft Graph API. Enables querying organizational data with comprehensive audit logging to Azure Blob Storage.
    Last updated -

  • MCP Code Executor

    bazinga012
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    quality
    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    187
    MIT License
    • Linux
    • Apple

  • MCP Code Indexer

    zxfgds
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    security
    F
    license
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    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated -
    23

  • Azure Topology Graph MCP Server

    dhippley
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    security
    F
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    quality
    Enables exploration and analysis of Azure infrastructure by querying Azure Resource Graph, ARM, and Network Watcher APIs to create interactive topology maps. Provides tools for searching resources, discovering relationships, finding connectivity paths, and visualizing complete Azure infrastructure topologies.
    Last updated -

  • MCP Server for Cappt

    cappt-team
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    security
    A
    license
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    quality
    A Model Context Protocol server that allows generating outlines and presentations with cappt.cc, featuring tools for creating presentations from outlines and prompts for generating standard outlines.
    Last updated -
    1
    1
    MIT License
    • Linux
    • Apple

  • Claude Code MCP Server

    steipete
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    security
    A
    license
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    quality
    A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.
    Last updated -
    1
    155
    795
    MIT License
    • Linux
    • Apple

  • Code Knowledge MCP Server

    davidvc
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    security
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    quality
    Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.
    Last updated -
    18
    • Apple

  • Knowledge Graph Memory Server

    T1nker-1220
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    license
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    Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.
    Last updated -
    13
    55,066
    51
    MIT License

  • Claude Code DingTalk MCP Server

    sfyyy
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    quality
    Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users to send task completion alerts and various message formats to DingTalk groups from Claude Code.
    Last updated -
    5
    12
    2
    MIT License

  • claude-code-mcp

    KunihiroS
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    security
    A
    license
    A
    quality
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    Last updated -
    7
    17
    29
    MIT License
    • Linux

  • Python Code Review MCP Agent

    JJJHoons
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    security
    F
    license
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    quality
    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    Last updated -
    5

  • MCP Code Sandbox Server

    chrishayuk
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    security
    F
    license
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    quality
    An extensible Message Communication Protocol server that provides secure code execution capabilities in isolated sandbox environments, compatible with Claude for Desktop and other MCP clients.
    Last updated -
    12