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  • A
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    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
  • 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.
    14 npm
    MIT
  • -
    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
    65 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
    2
    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
    Apache 2.0
  • F
    license
    A
    quality
    A
    maintenance
    AI code review against your team's own rules from your repository, before the pull request: two tools, review_changes and get_team_rules. Closed-source binary distributed via GitHub Releases; published in the official MCP Registry as dev.reviewgate/reviewgate.
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude Code to hand off mechanical work — file edits, code lookups, and lint triage — to a local Ollama model that reads and edits files directly, so file contents never enter Claude's context. Returns only a compact receipt, and reports success only after the change passes a deterministic syntax/project gate, rolling back and escalating on failure.
    4
    MIT
  • A
    license
    A
    quality
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    maintenance
    Serves token-efficient code context for AI coding assistants by exposing Python signatures, call graphs, and budget-packed task context as MCP tools, enabling precise codebase queries without reading entire files.
    3
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Helps AI assistants optimize Linux workloads on Arm64 by parsing perf report output, recommending NEON SIMD intrinsics for hot loops, and auditing Python dependency manifests for arm64 wheel availability — all offline and structured.
    4
    Apache 2.0