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AI tool plugins: Search and web data

Our pass of counted 5 045 plugins in the category Search and web data, in 5 202 listings. 180 appeared in the last 7 days and 2 left in the last 30. The leader by Stars (GitHub) is browser-use, with 118k.

The most popular

Ranked by Stars (GitHub), the figure this marketplace publishes. Figures of different marketplaces are never added up.

  1. browser-use com.browser-use/browser-use

    Control a real Chrome browser to complete any task: fill forms, extract data, book flights.

    by browser-use.com · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 117 731
  2. Front-End Checklist

    Review frontend code and live pages against 386 quality-gated web development rules.

    by thedaviddias · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 74 441
  3. last-30-days-skill

    last-30-days is a Claude Code skill that searches the web and delivers a structured 30-day digest on any topic you choose. Simply ask Claude about a subject and it will run…

    by mvanhorn · Plugin bundle · Claude

    Works with: Claude Code

    GitHub stars: 64 080
  4. Metabase

    Lets AI clients search, explore, query, and visualize data in a Metabase instance.

    by metabase · MCP server · Official MCP Registry

    GitHub stars: 49 629
  5. next-ai-drawio

    AI-powered Draw.io diagram generation with real-time browser preview. Create flowcharts, architecture diagrams, and more through natural language.

    by DayuanJiang · Plugin bundle · Claude

    Works with: Claude Code

    GitHub stars: 36 188
  6. AIHawk

    AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.

    by feder-cr · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 31 986
  7. Repomix

    Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search

    by yamadashy · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 28 810
  8. Agent Skills Search Server

    Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.

    by mcp.com.ai · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 26 100
  9. Skyvern

    AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

    by Skyvern-AI · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 23 187
  10. OpenMetadata

    Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.

    by open-metadata · MCP server · Official MCP Registry

    GitHub stars: 15 446
  11. Sui Knowledge Base (kapa.ai)

    Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

    by jessiemongeon1 · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 7 771
  12. Firecrawl

    🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

    by firecrawl · MCP server · Docker MCP Catalog

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 7 588
  13. Firecrawl MCP Server

    MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.

    by firecrawl · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 7 586
  14. Robin: AI-Powered Dark Web OSINT

    Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model.

    by apurvsinghgautam · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 7 529
  15. AIHOT

    Chinese AI news: search topics, explore hot events, and read daily, weekly and monthly briefs.

    by KKKKhazix · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 7 364
  16. Airweave Search

    MCP server for searching Airweave collections with natural language queries.

    by airweave-ai · Archived · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 6 557
  17. Claude Code Explorer MCP

    Explore the Claude Code CLI source — browse tools, commands, search code, and more.

    by nirholas · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 6 228
  18. Claude Code Ultimate Guide

    Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.

    by FlorianBruniaux · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 6 147
  19. wigolo io.github.KnockOutEZ/wigolo

    Local-first web intelligence MCP server for AI coding agents

    by KnockOutEZ · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 5 471
  20. Zotero MCP

    Search, read, annotate, and add to your Zotero research library, local or web.

    by 54yyyu · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 5 363

New in the last 30 days

  1. VPS Deals Hub

    Search and compare cheap VPS plans (price, RAM, region, CN2 GIA) with sources from progeofde.tech.

    by progeofde.tech · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  2. Motozmo Motorcycle Repair Guides

    Search motozmo.com's motorcycle repair guides and gear reviews.

    by Rehana-A · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  3. Ragfeed

    Web pages, PDFs and search results as LLM-ready Markdown or chunks. Firecrawl-compatible, EU-hosted.

    by LeifAlbrand · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  4. Aventuro

    Find travel places (sights, museums, parks, beaches) and read place cards. Read-only, no auth.

    by aventuro.io · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  5. StartBuildingWeb Templates

    Search, compare and recommend website templates from the StartBuildingWeb catalog.

    by liuhaoyu9019 · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  6. MaxGraph

    Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.

    by RuMemory · MCP server · Official MCP Registry

  7. Latina Dev

    Search a directory of Latina software engineers, plus communities, programs and job boards for them.

    by Latina-Dev · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  8. LingYi Tools

    Search 129 AI tools in the LingYi Tools directory by keyword, category, pricing, or featured picks.

    by Jascenn · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  9. WIA Wisdom

    Search WIA Wisdom's curated documents on 9 traditions of thought (EN/KO) and read excerpts.

    by wiastandards.com · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

  10. WIA Standards

    Search WIA's own voluntary standards (not ISO/IEC/ITU) and read their specification files.

    by wiastandards.com · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

What these plugins usually run and ask for

Run on a remote server
62% Share of plugins with a remote endpoint: the AI tool talks to a server on the internet.
Run on your machine
41% Share of plugins the AI tool starts locally, as a package or a local command.
Median secrets asked for
0.0 Half of the plugins here ask for this many secret settings (API keys, tokens) or fewer, as their marketplaces declare them.
Bundles with hooks
19% Share of plugin bundles that run shell hooks on events of the AI tool.

Counted over the live plugins of this page. Shares and medians are stated only for groups of at least 20 plugins; they describe declarations, not a security review.

Where they are published

How many of these plugins each marketplace lists. One plugin can be on several of them, so the lines do not add up to the total.

Rows come from our latest passes over the marketplaces. A plugin listed on several marketplaces is one row, with the figure of the marketplace the list is ranked by. GitHub figures rank a plugin only when its repository holds no other plugin we track; the figure of a shared repository is shown as the whole repository's and does not rank.

All AI tool plugins · AI tool plugin statistics

Data comes from the public marketplace file https://github.com/github/awesome-copilot/blob/HEAD/.github/plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the public marketplace file https://github.com/github/copilot-plugins/blob/HEAD/.github/plugin/marketplace.json. Data comes from the public marketplace file https://github.com/cursor/plugins/blob/HEAD/.cursor-plugin/marketplace.json. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). Data comes from the public marketplace file https://github.com/openai/plugins/blob/HEAD/.agents/plugins/marketplace.json. Package data comes from the Python Package Index (pypi.org). . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built