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  • A
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    quality
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    Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.
    12
    3 npm
    1
    MIT
  • A
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    Not graded
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    maintenance
    Enables AI agents to create, validate, evaluate, and score quantum circuits with support for multiple hardware platforms. Provides tools for generating quantum algorithms (Bell states, Grover's, VQE), simulating circuits, checking hardware compatibility, and assessing circuit quality metrics.
    MIT
  • A
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    Not graded
    quality
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    maintenance
    A server that provides tools for retrieving SonarQube project metrics and quality data through a simplified message-based approach, allowing users to programmatically access metrics, historical data, and component-level information from SonarQube.
    14
    Apache 2.0
  • F
    license
    Not graded
    quality
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    maintenance
    Automates Close-to-Shore methodology for Godot game development by creating tasks in Shrimp MCP from hop plans and generating interactive visualizations of signal architectures, dependencies, and project metrics.
    -
  • A
    license
    A
    quality
    A
    maintenance
    MCP server that enables AI coding assistants to audit repositories against engineering rules, generating self-contained HTML reports with citations and optional GitHub issue filing.
    10
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that automatically instruments Python AI agents with the ioa-observe-sdk, adding OpenTelemetry-based tracing, metrics, and logs with zero manual effort.
    2
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for SonarQube that enables LLM agents to discover projects, analyze code quality metrics, check Quality Gate status, search issues with filters, and rank projects by worst-performing metrics. It provides read-only, safe access to SonarQube instances with structured outputs and error handling.
    5
    43 PyPI
    MIT
  • A
    license
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    quality
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    maintenance
    Enables Claude Code to leverage local Ollama models for tasks like summarizing large files, reviewing diffs, semantic code search, and generating boilerplate or tests, while also supporting a fully offline mode.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables generating TOTP verification codes on macOS using seeds stored in the login keychain, with optional seed import, removal, and sharing with Passwords.app for automated publishing and other gated tasks.
    1
    13 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for generating professional PDFs from structured JSON in AI agents like Claude or Cursor, using pure Node.js with embedded fonts and precision text layout.
    6
    54 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables MCP-capable coding agents to access SkeletIQ architecture releases, including reading designs and build orders, generating and critiquing architectures, and reporting build progress and drift.
    6
    431 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables running code against tests in an isolated sandbox to obtain PASS/FAIL verdicts with signed, offline-checkable certificates, and generating verified code with attached certificates after execution against derived tests.
    2
    24 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching the official MCP Registry for servers, inspecting details, and generating install commands directly from within an agent session.
    4
    MIT