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"An overview of knowledge graphs" matching MCP servers:

  • DependencyMCP Server

    mkearl
    A
    license
    A
    quality
    D
    maintenance
    Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.
    6
    61
    19
    MIT

  • MCP Odoo Shell

    seletz
    A
    license
    A
    quality
    F
    maintenance
    A bridge server that provides access to an Odoo shell environment, allowing execution of Python code within an Odoo database context for model introspection and database operations.
    4
    MIT

  • mcp-kg-skills

    fkesheh
    A
    license
    A
    quality
    C
    maintenance
    Manages a Neo4j knowledge graph of reusable Python functions, documentation, and environment variables, enabling dynamic script composition and execution with automatic dependency management and secret protection.
    5
    5
    MIT

  • Chain of Draft Thinking

    bsmi021
    A
    license
    A
    quality
    D
    maintenance
    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
    1
    21
    24
    MIT

  • AI Meta MCP Server

    alxspiker
    A
    license
    A
    quality
    F
    maintenance
    Enables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.
    5
    10
    MIT

  • MCP Hello World

    MillCityAI
    F
    license
    B
    quality
    -
    maintenance
    A minimal reference implementation of an MCP server that responds with "Hello, World" via Streamable HTTP. Serves as a baseline for integration testing and MCP client development with production-ready features including health checks, metrics, and containerized deployment.
    3
    20,480

  • Unconventional-thinking MCP

    stagsz
    A
    license
    B
    quality
    C
    maintenance
    This is a MCP server that implements an unreasonable thinking system. It helps generate unconventional solutions: Generating unreasonable thoughts that challenge conventional wisdom. Creating branches of thinking in different directions
    3
    30
    MIT

  • MCP AI Bug Helper

    meinzeug
    A
    license
    B
    quality
    D
    maintenance
    Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.
    1
    22
    MIT

  • Postgres MCP Pro Plus

    cloudthinker-ai
    A
    license
    B
    quality
    D
    maintenance
    An extended PostgreSQL management and analysis server that provides database professionals with tools for schema management, query optimization, performance monitoring, and health analysis through a collection of specialized functions.
    13
    7
    MIT

  • MCP Easy Copy

    f-is-h
    A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol server that automatically reads the Claude Desktop configuration file and presents all available MCP services in an easy-to-copy format at the top of the tools list.
    1
    30
    3
    MIT

  • jan-terminal-mcp

    Trigodil
    A
    license
    B
    quality
    B
    maintenance
    An MCP server that gives Jan AI terminal and code execution capabilities, enabling shell commands, multi-language code execution, file manipulation, and git operations locally.
    10
    MIT

  • Opik MCP Server

    comet-ml
    A
    license
    B
    quality
    C
    maintenance
    An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments.
    19
    151
    218
    Apache 2.0