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"How to Build a Knowledge Base" matching MCP servers:

  • android-build-mcp

    jjs03111
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that gives coding agents hands and eyes on an Android device, providing 19 tools for building, testing, installing, UI inspection, input, logs, and toolchain diagnosis. It returns concise, structured results to make the build-debug loop efficient.
    Last updated
    19
    MIT

  • ddq

    nogglee-crew
    A
    license
    -
    quality
    B
    maintenance
    Enables AI coding agents to retrieve QA cases from a curated knowledge base grounded in real bugs, supporting symptom search and feature-wide coverage for test planning.
    Last updated
    6
    MIT

  • flakiness-knowledge-graph-mcp

    vola-trebla
    A
    license
    -
    quality
    A
    maintenance
    This MCP server builds a local flakiness knowledge graph from Playwright test run history and enables AI agents to query flaky tests, failure patterns, trends, and correlated git commits, helping diagnose test reliability without manual analysis.
    Last updated
    62
    MIT
  • tactual-mcp by tactual-dev

    tactual-mcpofficial

    tactual-dev
    A
    license
    A
    quality
    A
    maintenance
    Screen-reader navigation cost analyzer. Measures how hard it is for assistive-technology users to discover, reach, and operate interactive targets on the web.
    Last updated
    9
    52
    1
    Apache 2.0

  • Obra CTO

    lilycip
    A
    license
    A
    quality
    B
    maintenance
    A local-first MCP server that scores your codebase's Build Readiness by reading code and running tests on your machine, outputting a diligence-grade score and risk register without uploading your source.
    Last updated
    5
    107
    Apache 2.0

  • MCProbe

    alitiknazoglu
    A
    license
    A
    quality
    A
    maintenance
    A stdio MCP server that audits other MCP servers over the live protocol. It connects to any MCP target (stdio or HTTP), lints every tool's schema for agent-usability, then actually calls the tools with deliberately broken inputs to see how the server handles them, and returns a 0–100 conformance score with a per-dimension breakdown rendered as Markdown.
    Last updated
    6
    6
    MIT

  • devilge

    Yercko
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to build, drive, and observe Android/KMM apps end-to-end through ADB and Gradle, with tools for UI automation, error capture, and testing.
    Last updated
    33
    47
    MIT
  • qa-probe by LS-SIEM-LLP

    qa-probeofficial

    LS-SIEM-LLP
    A
    license
    A
    quality
    A
    maintenance
    Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.
    Last updated
    8
    17
    2
    Apache 2.0

  • 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.
    Last updated
    5

  • MCP QA Lab

    efficjump
    A
    license
    A
    quality
    C
    maintenance
    Evidence-driven quality testing for Model Context Protocol servers. It connects as a real client, captures the complete model-facing contract, identifies agent-usability risks, measures context cost, and executes only explicitly approved target calls.
    Last updated
    8
    MIT

  • mk-qa-master

    kao273183
    A
    license
    A
    quality
    A
    maintenance
    mcp-test-runner is an MCP server that lets your AI client (Claude / Cursor / Codex / Gemini) drive your entire QA loop end-to-end: * Run tests across pytest / Jest / Cypress / Go / Maestro — single MCP surface, one env var to switch * Analyze a URL (Web DOM probe) or a live mobile screen (Maestro hierarchy) to extract testable modules + candidate cases * Generate runna
    Last updated
    22
    38
    MIT
  • Qase MCP Server by qase-tms

    Qase MCP Serverofficial

    qase-tms
    A
    license
    A
    quality
    B
    maintenance
    Official MCP server for Qase Test Management Platform. Enables AI assistants to manage test cases, test runs, defects, and other Qase entities through natural language.
    Last updated
    13
    3,439
    31
    MIT

  • hw-verify-mcp

    nickharris808
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to formally verify constant-time, masking, and patch completeness properties of Verilog hardware designs, providing concrete leakage signals and next-step guidance.
    Last updated
    12
    Apache 2.0