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  • openhonest-umbra by openhonest

    openhonest-umbraofficial

    openhonest
    A
    license
    A
    quality
    A
    maintenance
    Audits a module against its test suite and reports the cases the tests are structurally unable to see, then proves each gap with a real failing test rather than a warning. Covers Python, TypeScript, JavaScript, Java, Rust and Go.
    4
    3
    Apache 2.0

  • argot

    get-tmonier
    A
    license
    A
    quality
    A
    maintenance
    A local guardrail MCP server that checks agent-written code against a repo's own patterns — learned statistically from its git history, no LLM.
    6
    60
    MIT
  • Deed by deed-lang

    Deedofficial

    deed-lang
    A
    license
    A
    quality
    A
    maintenance
    Contract-first programming language with a local MCP server for checking types, effects, capabilities, and contracts in agent-written modules. Its review tool compares before and after source sets and returns receipts for new authority, weaker promise tiers, and new Guarded runtime obligations.
    7
    7
    Apache 2.0

  • xaf-logic-explainer

    peopleworks
    A
    license
    A
    quality
    A
    maintenance
    Gives an AI agent complete knowledge of a specific DevExpress XAF application: its entities, controllers, actions, business rules, Model Editor customizations, custom property editors and the version-gated data migrations that ran once on a production database. Reads the source with Roslyn without compiling it, so it works on a branch that does not build and needs no DevExpress licence.
    10
    5
    MIT
  • gavel by gavelcode

    gavelofficial

    gavelcode
    A
    license
    A
    quality
    A
    maintenance
    MCP server for gavel, a code-quality gate for Bazel monorepos. Exposes judge, findings, coverage and architecture tools so a coding agent can check its change against the quality gate (lint, coverage, layer rules) before declaring it done — all off the Bazel build graph, over just what changed.
    8
    8
    Apache 2.0

  • AI-Code-Reviewer

    devatraj
    F
    license
    A
    quality
    C
    maintenance
    An installable MCP server that reviews diffs/PRs against a target repository's own coding conventions, learned via RAG over its code, docs, and lint config, citing specific file:line sources.
    6

  • gristmill-mcp

    mattshuttle
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that inspects AI-generated code and returns a deterministic list of structural and safety violations, so an AI coding agent can fix its own output before the code lands.
    2
    MIT

  • Review-Code

    xiaobenyang-com
    A
    license
    B
    quality
    D
    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

  • GitHub Mapper MCP Server

    dazeb
    F
    license
    C
    quality
    D
    maintenance
    Provides tools for mapping and analyzing GitHub repositories. It allows users to set a GitHub Personal Access Token and retrieve detailed information about a specified repository, including its structure and summary statistics.
    2
    25

  • toolsmith

    kayne-lee
    A
    license
    -
    quality
    C
    maintenance
    Provides codebase intelligence over Git repositories with tools for code search, symbol lookup, dependency tracing, and commit history. It also rewrites its own tool descriptions and schemas based on usage telemetry to improve tool selection.
    MIT

  • Testing MCP

    shalonjovan
    A
    license
    -
    quality
    B
    maintenance
    A universal AI-powered testing server built on the Model Context Protocol (MCP). Allows AI agents to inspect, execute, test, monitor, debug, and report on software projects.
    3
    GNU Lesser General Public v2.1 only

  • wp-devdocs-mcp

    pluginslab
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that indexes WordPress hooks, filters, block registrations, and JS API calls to provide AI assistants with a verified source-code database. It enables models to search, validate, and retrieve code context for WordPress and its plugins to eliminate hook-name hallucinations.
    23
    71
    MIT