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"QA review sentinel test marker" matching MCP servers:

  • qai-consultant-mcp

    gvasile29
    A
    license
    A
    quality
    A
    maintenance
    Keyless, local MCP server bringing ISTQB / OWASP / IEEE / ISO / EU AI Act QA standards into your AI client. Standards-grounded retrieval, deterministic QA effort estimation, automated QA document quality review (0-100 rubric), and JUnit/CSV test-results flakiness analysis.
    2
    5
    4
    Apache 2.0
  • NLQueries by nlqueries

    NLQueriesofficial

    nlqueries
    F
    license
    A
    quality
    A
    maintenance
    Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL, Snowflake, BigQuery, DuckDB), document QA, semantic caching, and self-hosted MCP server.
    9
    2
  • SEO Review Tools - MCP server by SEO-Review-Tools

    SEO Review Tools - MCP serverofficial

    SEO-Review-Tools
    A
    license
    B
    quality
    D
    maintenance
    Get access to real-time SEO data, including: keyword insights, backlink data, traffic estimates and more. Allow AI tools and Large Language Models (LLMs) to tap into the real-time SEO Review Tools API with natural language commands.
    8
    7
    5
    MIT

  • Gemini MCP Server

    lbds137
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server that enables Claude to collaborate with Google's Gemini AI models, providing tools for question answering, code review, brainstorming, test generation, and explanations.
    MIT

  • Document Q&A MCP Server

    SY-MR-CODER
    A
    license
    -
    quality
    D
    maintenance
    A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.
    MIT

  • Document Q&A MCP Server

    sprchr
    A
    license
    -
    quality
    D
    maintenance
    Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.
    MIT

  • ai-review

    mdanouf44-cyber
    A
    license
    -
    quality
    C
    maintenance
    Enables interactive GitHub pull-request review from Claude Code, with tools to fetch PRs, inspect files and repo structure, post review comments, and query a RAG index of the codebase.
    1
    MIT

  • Literature Review MCP Server

    ydzat
    A
    license
    -
    quality
    D
    maintenance
    An academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.
    13
    24
    MIT

  • github-twin

    ChristopherDavenport
    A
    license
    -
    quality
    A
    maintenance
    A personal RAG MCP server that indexes your GitHub commits and review comments, surfacing them as retrieval hits to help Claude Code write or review code in your style.
    MIT

  • GitHub PR Review Server

    heruujoko
    A
    license
    -
    quality
    C
    maintenance
    Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, or Gemini CLI as AI providers. Supports customizable review prompts, comprehensive PR analysis, and optional auto-posting of reviews to GitHub.
    21
    5
    MIT

  • nexla-mcp-doc-qa

    ArundhatiCat
    F
    license
    -
    quality
    C
    maintenance
    An MCP server that exposes grounded, source-attributed question-answering over a collection of PDF documents.

  • RAG In A Box MCP Server

    DevNexsler
    F
    license
    -
    quality
    B
    maintenance
    Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
    4

  • MCP RAG Agent Server

    karthikeyanramu
    F
    license
    -
    quality
    D
    maintenance
    This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

  • nexla-document-qa-mcp

    PShinde630
    F
    license
    -
    quality
    C
    maintenance
    A local MCP server that answers natural language questions over a collection of research PDFs, using semantic retrieval and Gemini for grounded answers with citations.

  • MCP-CodeReviewer

    jack-hack666
    F
    license
    -
    quality
    C
    maintenance
    A three-layer funnel AI code review engine that reduces LLM token consumption by 70%+ while providing deep code analysis. It integrates with GitHub PRs via MCP protocol to automate code review with static analysis, RAG, and LLM-based checks.