Skip to main content
Glama
74,016 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Information or Uses for a Rag" matching MCP servers:

  • RAG Regression Gate

    db-inlee
    F
    license
    -
    quality
    B
    maintenance
    MCP server that diagnoses RAG pipeline regression by detecting which failure modes (e.g., retrieval miss, hallucination) significantly regressed, not just score drops, using statistical methods to avoid false alarms.

  • 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

  • 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

  • AI QA Agent MCP

    sadi-qa
    F
    license
    A
    quality
    A
    maintenance
    Analyzes Playwright test results to provide structured QA insights, including test metrics, failure analysis, bug report drafts, and release-quality recommendations.
    5

  • 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

  • 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.
    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
    22
    38
    MIT

  • ai-test-process-mcp

    Hashi-Kazu
    A
    license
    A
    quality
    B
    maintenance
    MCP server that generates ISO/IEC/IEEE 29119-3 compliant test plan drafts from project information, providing a structured resource for the standard's test plan outline and a tool for draft creation.
    1
    3,694
    MIT

  • Semantix-verify

    labrat-akhona
    A
    license
    A
    quality
    A
    maintenance
    Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It exposes a single tool, verify_text_intent(text, intent_description, threshold), which uses a local quantized NLI cross-encoder (INT8 ONNX) to return a 0.0–1.0 probability that the text satisfies the given intent — and, when it doesn't, a structured correction prompt for agent retry loops. Useful for building com
    1
    5
    MIT

  • cowork-qa-mcp

    Cultistsid
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides an LLM with a real Chromium browser via Playwright, recording every action taken toward a stated goal and producing a structured trace so the run can be audited for goal achievement.
    5
    43
    MIT

  • Decide Test MCP

    k-n-t-lam
    A
    license
    A
    quality
    C
    maintenance
    Enables Claude to generate executable test cases from decision tables in CSV, JSON, or Markdown formats. Provides intelligent test planning guidance and generates Playwright/API test code with TypeScript support.
    7
    MIT

  • MCP Inspector as MCP Server

    esinecan
    A
    license
    A
    quality
    C
    maintenance
    Enables LLMs to inspect and test other MCP servers by listing and calling their tools, reading resources, and getting prompts. Supports stdio, SSE, and HTTP transports for both local and remote MCP server inspection.
    7
    1
    MIT

  • MCP QA Engineer SDET

    qamichaelmaia
    F
    license
    A
    quality
    C
    maintenance
    A specialized MCP server for QA engineering. It provides tools for user story analysis, test strategy, BDD/Gherkin scenarios, contract testing, integration tests, performance plans, security checklists, and CI/CD pipeline generation, accessible from any MCP-compatible IDE or client.
    11

  • QA Agent Pro

    samusilv
    F
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to perform automated web testing by controlling a Chrome browser to navigate, interact with pages, capture screenshots, extract console logs, and simulate mobile devices for responsive design testing.
    7

  • Browser[X]MCP

    rnd-pro
    A
    license
    B
    quality
    C
    maintenance
    Enables AI-driven browser automation with advanced form testing, batch operations, and intelligent element extraction for MCP-compatible applications.
    14
    10
    MIT

  • Duck MCP Server

    theddnc
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides elicitation tools to interactively request user input, such as selecting options, providing information, or performing manual tests.
    3
    1
    MIT