"How to integrate AI with browser developer console" matching MCP servers:

• How-To-Cook

  xiaobenyang-com

  A

  license

  B

  quality

  D

  maintenance

  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• Browser AI MCP Server

  qckfx

  A

  license

  -

  quality

  C

  maintenance

  Enables natural language browser automation through Claude, wrapping Playwright to execute commands like navigation, clicking, form filling, and screenshots.

  Last updated 2025-07-24

  9

  30

  MIT

• AI Browser Tester

  Ryn-Mic

  A

  license

  -

  quality

  A

  maintenance

  MCP-first browser-control toolkit enabling AI agents to safely automate browser actions using redacted snapshots and ref-based interactions.

  Last updated 2026-07-10

  Apache 2.0

• ai-developer-assistant-mcp

  Abdur-Rahman-Palash

  F

  license

  -

  quality

  B

  maintenance

  Access a 24/7 AI senior developer with 26 specialized tools for the full software development lifecycle. Use tools like explain_code, debug_code, and refactor_code to analyze, debug, and optimize your codebase instantly. Deploy github_fix_issue and create_pr for seamless GitHub automation, or get ai_development_advice for architecture and career guidance.

  Last updated 2026-06-18

• Developer MCP Server

  tejpalvirk

  F

  license

  A

  quality

  D

  maintenance

  A powerful context management system that maintains persistent context across coding sessions, helping development teams track project structure, dependencies, and progress.

  Last updated 2025-11-15

  6

  5

• Browser AI Debate MCP

  kaenozu

  F

  license

  A

  quality

  C

  maintenance

  An MCP server that orchestrates structured multi-round debates between ChatGPT Web and Gemini Web in the same Chrome browser via CDP, requiring no API keys.

  Last updated 2026-07-29

  1

• browser-gateway

  browser-gateway

  A

  license

  -

  quality

  A

  maintenance

  Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support

  Last updated 2026-07-27

  203

  6

  MIT

• console-bridge

  vltansky

  F

  license

  -

  quality

  C

  maintenance

  Captures and queries browser console logs from all tabs, enabling AI assistants to debug web applications with search, filtering, and custom debugging playbooks.

  Last updated 2026-01-04

  4
• 

  Xano Developer MCPofficial

  xano-inc

  A

  license

  A

  quality

  B

  maintenance

  An MCP server and standalone library that gives AI assistants superpowers for developing on Xano — complete with documentation, code validation, and workflow guides.

  Last updated 2026-07-21

  7

  989

  9

  MIT

• Better Google Search Console

  houtini-ai

  A

  license

  A

  quality

  D

  maintenance

  Downloads your entire Search Console dataset into a local SQLite database, then gives your LLM a pre-built SQL query library for every standard SEO analysis type, with context available for your LLM to perform any SQL query to answer your questions and analyse for you.

  Last updated 2026-06-18

  12

  14

  15

  Apache 2.0

• figma-developer-docs-mcp

  akari2600

  A

  license

  A

  quality

  D

  maintenance

  Provides AI assistants with structured access to complete Figma developer documentation, including Plugin, Widget, and REST APIs. It enables users to search and read over 600 documentation pages to facilitate Figma-related development tasks.

  Last updated 2026-03-06

  3

  3

  MIT

• search-console-mcp

  sudomichael

  A

  license

  A

  quality

  B

  maintenance

  Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 seconds, no Google Cloud project. Six read-only tools (search analytics incl. Google Discover, period comparison with computed deltas, batch URL inspection, sitemaps) plus five built-in SEO analyses as slash-commands. Tokens stay on your machine. MIT.

  Last updated 2026-07-02

  4

  6

  88

  5

  MIT

• neko-browser

  aliksir

  A

  license

  A

  quality

  C

  maintenance

  Headed Playwright browser MCP server with persistent profile, providing 23 tools for full browser automation while masking PII data.

  Last updated 2026-07-13

  23

  MIT

• MCP CSV Analysis with Gemini

  falahgs

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2

• google-play-developer-mcp

  devinwang

  A

  license

  C

  quality

  A

  maintenance

  The complete MCP server for Google Play, offering 150 tools to fully control Android Publisher API v3 and Play Developer Reporting API v1beta1.

  Last updated 2026-04-26

  100

  21

  2

  MIT

• Search Console MCP

  saurabhsharma2u

  A

  license

  C

  quality

  A

  maintenance

  Model Context Protocol (MCP) server that provides AI agents with access to Google Search Console data.

  Last updated 2026-07-24

  98

  1,393

  242

  MIT

• discord-developer-mcp

  secchanu

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to interact with a Discord test bot to verify bot behavior by sending messages, managing channels and roles, and observing gateway events.

  Last updated 2026-07-29

  MIT

• Web Developer MCP Server

  Artmann

  A

  license

  -

  quality

  C

  maintenance

  Enables AI assistants to inspect web pages, monitor network requests, extract HTML, analyze console output, and examine DOM elements in real-time through a Playwright-powered browser.

  Last updated 2026-07-24

  147

  7

  MIT

• Developer Roadmaps MCP Server

  a-kaibu

  A

  license

  -

  quality

  F

  maintenance

  Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.

  Last updated 2025-06-22

  1

  MIT

• strudel-console

  dastjead

  A

  license

  -

  quality

  D

  maintenance

  Enables music composition and playback using Strudel patterns in the terminal. Supports multi-track editing, effects, rendering to WAV, and AI-assisted composition via genre presets.

  Last updated 2026-03-22

  2

  AGPL 3.0