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  • A
    license
    B
    quality
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    maintenance
    A code review tool server based on Model Context Protocol (MCP), providing multi-dimensional code review and scoring functions.
    4
    2
    Apache 2.0
  • F
    license
    C
    quality
    B
    maintenance
    Provides a stable provider-neutral tool surface for AI-assisted engineering, enabling project intake, code review, debugging, testing, docs drift checks, release readiness, design review, and multi-provider verification via MCP.
    59
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI coding agents to query repository structure, symbols, dependencies, Git history, architecture, memory, impact, and guarded edits through a stable MCP interface, returning ranked task-specific evidence within a context budget.
    77 PyPI
    8
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Serves local architectural context to LLM coding agents over MCP, enabling agents to query complexity, coupling, and layer metrics while deterministic quality gates enforce project invariants through hooks.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI coding agents to inspect Runable projects over MCP, providing read-only access to project information and configuration via Runable's inspector.
    4 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for EndstoneMC development, enabling module information queries, code search, plugin template generation, event handling guidance, and development tutorials through natural language.
    2
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Exposes Django runtime information (settings, apps, URLs, models, migrations) as MCP resources for AI agents to inspect a live Django project without static analysis.
    -
  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    A code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.
    -
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server giving coding agents context-window-aware code search and safe, atomic multi-file edits — built to cut token usage on large codebases without sacrificing correctness.
    3
    51 npm
    5
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for AI-assisted development on the Lampa open-source TV app, providing read-only access to the source tree with 41 tools and 5 resources for structured analysis, planning, editing, and validation.
    16
    5
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Compiler introspection for the Hirð language (typed actors and effect rows on the BEAM): type inference, definition lookup, effect-row explanation, IR fragments, actor protocol and supervision graphs, and token-budget-aware symbol summaries.
    10
    3
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Official Codna MCP server with Mojo-powered risk simulation. Maps repos with zero LLM tokens. 5 stdio tools: triage, root-cause analysis and fix plans (optional PRs), SARIF reachability proof, on-device code memory and bug reporting. Introspection needs no credentials; execution requires a one-time free codna login. Source: cli/codna/mcp_server.py. Registry: io.github.thyn-ai/codna.
    5
    538 PyPI
    Apache 2.0