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"How to read PDFs and images" matching MCP servers:

  • Agent Ready

    mlava
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    license
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    quality
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    maintenance
    Agent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.
    4
    279
    1
    MIT

  • ghost-inspector-mcp

    charliemtnez
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    license
    A
    quality
    B
    maintenance
    MCP server for the Ghost Inspector API that lets agents inspect and manage end-to-end browser tests, offering read-only tools for inventory, module usage, and stale test analysis, plus opt-in guarded write operations.
    5
    649
    MIT

  • inclusio-mcp

    sebastienrousseau
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    quality
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    maintenance
    Accessibility-first LaTeX publishing engine with an embedded MCP server. Tools to list registered documents, render template-driven documents, and audit built PDFs for PDF/UA-2 / WTPDF / PDF/A-4f conformance with veraPDF. MIT-licensed.
    4
    MIT
  • tactual-mcp by tactual-dev

    tactual-mcpofficial

    tactual-dev
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    license
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    quality
    B
    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.
    9
    70
    1
    Apache 2.0

  • real-fake-data-mcp

    przeslijmi
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    license
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    quality
    C
    maintenance
    Enables AI assistants to generate realistic, synthetic test data on demand, including valid PESELs, NIPs, addresses, and more across 27 EU countries, through two tools: list_generators and generate.
    2
    58
    MIT

  • Obra CTO

    lilycip
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    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.
    5
    163
    Apache 2.0

  • MCProbe

    alitiknazoglu
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    license
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    quality
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    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.
    6
    6
    MIT

  • tcm-mcp

    JoinFullStackDev
    F
    license
    A
    quality
    B
    maintenance
    A stdio MCP server providing AI agents with a stable tool interface to read and write TCM test cases through REST, including search, CRUD operations, and a dry-run-to-commit safety flow.
    5

  • tm-mcp

    trafficmorph-gif
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    license
    A
    quality
    D
    maintenance
    Enables AI assistants to interact with TrafficMorph for load-testing and CI-failure triage, including run management, profile lifecycle, and domain verification through natural language.
    25
    Apache 2.0

  • MCP Accessibility Bridge

    yashpreetbathla
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    license
    A
    quality
    D
    maintenance
    Connects Claude to a live Chrome browser's accessibility tree to generate stable, framework-agnostic test selectors and perform accessibility audits. It enables users to read element roles and states exactly as a screen reader would to help write, debug, and migrate test suites using natural language.
    8
    13
    9
    MIT

  • testmo-mcp

    PeterAbah1819
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    license
    A
    quality
    C
    maintenance
    MCP server that integrates with Testmo to let AI assistants read projects, runs, results, and test cases, and create or update runs, results, and cases via natural language.
    15
    68
    MIT

  • peeko

    rocktane
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    license
    A
    quality
    C
    maintenance
    Peeko is a read-only MCP server that provides Claude with screenshots of iOS Simulators, Android emulators, or physical Android devices.
    6
    MIT