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  • Beckett — MCP for Godot

    beckettlab
    A
    license
    A
    quality
    A
    maintenance
    Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript EditorPlugin — no Node or Python sidecar. Reflection-driven tools over any engine class, validate-before-write GDScript, scene/script/resource authoring, and a runtime play-test loop (play, screenshot, input, assert).
    54
    5
    MIT

  • maester-mcp

    felix-e
    A
    license
    A
    quality
    C
    maintenance
    A reference MCP server that enforces identity-aware tool access using role-based permissions (Reader, Analyst, Auditor) and supports multiple identity routes like Entra RBAC, Copilot Studio, and Okta XAA. It provides read-only access to test evidence with explicit denial paths for unauthorized tools.
    7
    MIT

  • Ndlovu Code Reviewer

    shaunie2fly
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to perform comprehensive code reviews of local uncommitted changes by combining git diffs with static analysis from linters like ESLint and TypeScript. Returns structured JSON feedback with findings, suggestions, and quality assessments powered by Google's Gemini CLI.
    1
    43
    2
    MIT

  • ClipSense MCP Server

    clipsense
    A
    license
    A
    quality
    D
    maintenance
    Enables AI-powered analysis of mobile app bug videos through screen recordings. Analyzes crashes, UI issues, and unexpected behavior in React Native, iOS, and Android apps to provide root cause identification and code fix suggestions.
    1
    24
    MIT

  • aria-mcp

    joe-watkins
    A
    license
    A
    quality
    B
    maintenance
    Provides comprehensive access to the W3C WAI-ARIA specification for querying roles, states, properties, and accessibility requirements. It enables developers and AI agents to validate ARIA attributes and receive smart role suggestions based on UI component descriptions.
    21
    17
    3
    MIT

  • Ultra Debugger

    alfi-j
    -
    license
    B
    quality
    Not graded
    maintenance
    Enables comprehensive JavaScript code analysis and debugging using ESLint and custom pattern matching. Identifies syntax errors, potential bugs, code quality issues, and provides actionable fix suggestions for single files or entire projects.
    4

  • Python Code Review MCP Agent

    JJJHoons
    F
    license
    B
    quality
    C
    maintenance
    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    5
    1

  • MCP Test Server

    small-tou
    F
    license
    C
    quality
    D
    maintenance
    A testing server that demonstrates Model Context Protocol features, providing access to user data, todos, and system information through resources, tools for user management and calculations, and prompt templates for various analyses.
    4
  • mobile-agent-platform by mobile-agent-platform

    mobile-agent-platformofficial

    mobile-agent-platform
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for operating and testing Android devices with AI agents. Provides observation and action tools for interactive control and spreadsheet-driven test runs.
    Apache 2.0

  • MCP Perplexity Server

    IBM
    A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.
    1
    Apache 2.0