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"Trending MCP server for memory usage with GitHub Copilot integration" matching MCP servers:

  • QA Copilot AI

    Sham-coder16
    F
    license
    B
    quality
    B
    maintenance
    MCP server for AI-powered QA analysis. It enables analyzing test failures, identifying root causes, suggesting fixes, classifying defects, detecting flaky tests, and generating test cases and bug reports.
    10

  • mortgage-qa-memory

    Xavius123
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables Playwright QA automation with a custom Memory MCP that provides tiered retention and mortgage compliance audit, allowing AI agents to remember flakiness history and journey maps while adhering to data privacy and audit requirements.

  • 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

  • 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

  • Workflow MCP Server

    Artin0123
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.
    1
    26
    MIT

  • SonarLint MCP Server

    nielspeter
    A
    license
    A
    quality
    C
    maintenance
    Enables real-time code analysis for JavaScript, TypeScript, and Python through Claude Desktop and other MCP clients, detecting bugs, code smells, and security vulnerabilities with automated quick fixes.
    7
    567
    4
    MIT

  • MCP QA Server

    404Yeti
    F
    license
    A
    quality
    D
    maintenance
    A reusable MCP server for QA automation testing that enables running tests across web apps, APIs, CLI tools, and more directly from Claude Desktop.
    5
  • Coval MCP Server by coval-ai

    Coval MCP Serverofficial

    coval-ai
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to interact with Coval's evaluation platform for launching and monitoring evaluation runs, managing agents and test sets, and retrieving evaluation metrics.
    18
    33
    1
    MIT

  • Webtools MCP Server

    misterboe
    A
    license
    A
    quality
    C
    maintenance
    Provides comprehensive web analysis and auditing tools including HTML extraction, markdown conversion, screenshots, debugging, and Lighthouse-based performance, accessibility, and SEO audits, with token optimization for reduced usage.
    10
    24
    MIT

  • qTest MCP Server

    Usman-Ghani123
    A
    license
    A
    quality
    B
    maintenance
    This is an unofficial, community-built MCP server for qTest Manager. Not affiliated with or endorsed by Tricentis. Browse projects, modules, and test cases Create/delete test design modules Create and manage test execution cycles Add test cases into execution suites
    9
    30
    1
    MIT

  • MCP SBOM Server

    MCP-Mirror
    F
    license
    A
    quality
    Not graded
    maintenance
    Performs vulnerability scans using Trivy to generate Software Bill of Materials (SBOM) in CycloneDX format. It enables automated security auditing and dependency tracking through the Model Context Protocol.
    1