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"How to view or understand console logs in programming" matching MCP servers:

  • Simple Console MCP

    tznthou
    A
    license
    A
    quality
    D
    maintenance
    A minimal browser debugging MCP server that monitors Chrome Console logs and executes JavaScript. 97% lighter than full DevTools alternatives, providing just 4 essential tools for efficient debugging without consuming excessive context tokens.
    4
    26
    1
    Apache 2.0

  • Figma to React MCP

    surisagar900
    A
    license
    B
    quality
    C
    maintenance
    Automates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.
    5
    24
    MIT

  • EvalView

    hidai25
    A
    license
    A
    quality
    A
    maintenance
    MCP server that lets coding agents test AI agents. Create YAML test cases, snapshot golden baselines, check for regressions, and generate visual reports all from inside Claude Code or any MCP-compatible tool. Works with LangGraph, CrewAI, OpenAI, Claude, Mistral, and any HTTP API.
    10
    29
    128
    Apache 2.0

  • feedbug-mcp

    joffreyBerrier
    A
    license
    A
    quality
    A
    maintenance
    Read visual bug reports from Feedbug in your AI coding agent: screenshot, console logs, failed network requests, session replay and the DOM context of the element the tester clicked. Trace the bug to its source file, comment and resolve without leaving the editor.
    2
    7
    14
    MIT
  • tactual-mcp by tactual-dev

    tactual-mcpofficial

    tactual-dev
    A
    license
    A
    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

  • visual-inspector-mcp

    MatinMHF
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that enables AI assistants to visually inspect and interact with rendered web pages via a persistent headless Chromium browser, supporting navigation, screenshots, clicks, viewport resizing, and console log retrieval.
    8
    1
    MIT

  • 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.
    6
    6
    MIT

  • devloop

    vincentvella
    A
    license
    A
    quality
    A
    maintenance
    Drives a browser - or a native Expo/React Native app - and your dev server, putting both on one correlated timeline so a console error and the backend stack trace from the same moment line up. For Claude Code and AI agents.
    46
    117
    1
    MIT

  • VibeCheck MCP

    kosbay
    A
    license
    A
    quality
    B
    maintenance
    MCP server for VibeCheck bug reports. Gives AI assistants direct access to screen recordings, console logs, network requests, user actions, and web vitals — right inside your editor.
    5
    22
    MIT

  • instruckt-mcp

    tdwesten
    A
    license
    A
    quality
    C
    maintenance
    MCP server for instruckt visual annotations. Enables AI agents to retrieve pending annotations, view screenshots, and resolve annotations.
    3
    18
    MIT
  • WebEvalAgent MCP Server by refreshdotdev

    WebEvalAgent MCP Serverofficial

    refreshdotdev
    A
    license
    A
    quality
    F
    maintenance
    Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.
    2
    1,240
    Apache 2.0

  • bugezy

    fox100039-design
    A
    license
    A
    quality
    B
    maintenance
    Voice-powered bug reporting MCP server with 13 tools. Captures console logs, network errors, DOM traces, and developer voice descriptions. AI reads structured reports to find and fix bugs automatically. Chrome Extension + Python CLI.
    8
    MIT

  • Android DevTools MCP

    xleepy
    A
    license
    A
    quality
    C
    maintenance
    Enables an agent to inspect and interact with Android emulators or physical devices via ADB, capturing UI snapshots, tapping nodes, typing text, and reading app logs.
    10
    MIT

  • Pinion

    namojo
    A
    license
    A
    quality
    C
    maintenance
    AI-powered characterization test generator that reads Python functions or class methods, synthesizes inputs, captures behavior in a sandbox, and emits pytest files to lock legacy code behavior for safe refactoring.
    4
    Apache 2.0

  • iphone-safari-mcp

    ikatkov
    A
    license
    A
    quality
    C
    maintenance
    MCP server that drives Safari on a physically attached iPhone via Apple's safaridriver, enabling navigation, screenshots, DOM snapshots, console logs, network timings, and tap/type/scroll actions on the real device. No Xcode, Appium, or WebDriverAgent required.
    16
    MIT