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"An overview of knowledge graphs and their applications" matching MCP servers:

  • Swarm Orchestrator

    Of-Arte
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.
    MIT

  • gograph

    ozgurcd
    A
    license
    A
    quality
    A
    maintenance
    A local AST and type-aware Go repository context indexer that uses CHA to map symbols, call graphs, dependencies, and architecture patterns. Built for AI coding agents that need to navigate and reason about large Go codebases without reading raw files.
    65
    208
    MIT

  • DPS-Superskills-MCP

    Eilodon
    A
    license
    A
    quality
    B
    maintenance
    Exposes 31 high-assurance agentic coding skills as MCP tools and resources, enabling AI agents to invoke structured workflows across DISCIPLINE, TECHNIQUE, KNOWLEDGE LAYER, and REFERENCE registers.
    5
    Apache 2.0

  • Yellhorn MCP

    msnidal
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    5
    14

  • M8 Codex MCP

    lipeng9401222
    A
    license
    A
    quality
    D
    maintenance
    An AI-powered toolkit for the M8 mobile development framework that enables automated generation of Vue pages, low-code components, and mock data. It provides real-time code standard validation and a comprehensive UI component knowledge base to streamline development in AI editors.
    4
    77
    MIT

  • Agent-hive

    kelvinyuefanli
    A
    license
    A
    quality
    C
    maintenance
    Shared knowledge graph for AI coding agents. Search, create, and link verified technical knowledge across 12 node types with trust scoring, demand signals, and auto-provisioning. Install: npx agent-hive-mcp
    10
    4
    MIT
  • AgentUI by skulitom

    AgentUIofficial

    skulitom
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that lets coding agents ask their human via interactive UIs like sliders, forms, diffs, and live previews.
    MIT

  • Vibechemy

    DiamondAlchemy
    A
    license
    -
    quality
    A
    maintenance
    An MCP server for orchestrating a fleet of CLI coding agents in isolated git worktrees. It exposes tools for spawning workers, sending instructions, reviewing diffs, and merging changes, with full terminal visibility.
    4
    3
    MIT

  • showme

    dean0x
    A
    license
    -
    quality
    D
    maintenance
    Enables coding agents to open files and git diffs directly in VS Code, allowing users to review code changes without leaving their conversation.
    18
    1
    MIT

  • MCP Codebase Insight

    tosin2013
    A
    license
    -
    quality
    C
    maintenance
    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    12
    MIT

  • kcf-mcp

    mikec-chi
    A
    license
    -
    quality
    C
    maintenance
    MCP server that lets Claude, ChatGPT, or VS Code build a complete, machine-checked model of your domain and generate an app from it.
    Apache 2.0

  • CodeGraph

    andysom25
    A
    license
    -
    quality
    B
    maintenance
    Supercharges AI coding agents with semantic code intelligence, providing pre-built knowledge graphs for surgical context, faster answers, and fewer tool calls.
    MIT