Curated list

MCP servers for web search and scraping

Search and scraping servers bring fresh information from the web into the AI tool: search results, the text of a page, structured data extracted from a site. Many of them rely on a paid search or crawling service behind the scenes, so the API key they ask for usually tells you who you will pay. The list is ranked by GitHub stars.

MCP servers for web search and scraping

Ranked by Stars (GitHub). Figures of different marketplaces are never added up.

browser-use com.browser-use/browser-use browser-use.com · MCP server · Official MCP Registry Runs on your machine · Secrets: 0 GitHub stars: 117 639
EverArt (Archived) modelcontextprotocol · MCP server · Docker MCP Catalog Runs on your machine · Secrets: 1 · Tools: 1 GitHub stars: 91 146
Front-End Checklist thedaviddias · MCP server · Official MCP Registry Runs remotely · Secrets: 0 GitHub stars: 74 434
Metabase metabase · MCP server · Official MCP Registry Secrets: 0 GitHub stars: 49 620
AIHawk feder-cr · MCP server · Official MCP Registry Runs on your machine · Secrets: 0 GitHub stars: 31 953
Repomix yamadashy · MCP server · Official MCP Registry Runs on your machine · Secrets: 0 GitHub stars: 28 800
Agent Skills Search Server mcp.com.ai · MCP server · Official MCP Registry Runs remotely · Secrets: 0 GitHub stars: 26 039
Skyvern Skyvern-AI · MCP server · Official MCP Registry Runs remotely · Secrets: 0 GitHub stars: 23 181
OpenMetadata open-metadata · MCP server · Official MCP Registry Secrets: 0 GitHub stars: 15 438
Amazon Location Service awslabs · MCP server · Docker MCP Catalog Runs on your machine · Secrets: 2 · Tools: 8 GitHub stars: 9 767
Sui Knowledge Base (kapa.ai) jessiemongeon1 · MCP server · Official MCP Registry Runs remotely · Secrets: 0 GitHub stars: 7 768
Firecrawl MCP Server firecrawl · MCP server · Official MCP Registry Runs remotely or on your machine · Secrets: 1 GitHub stars: 7 583
Firecrawl firecrawl · MCP server · Docker MCP Catalog Runs on your machine · Secrets: 1 · Tools: 26 GitHub stars: 7 583
Robin: AI-Powered Dark Web OSINT apurvsinghgautam · MCP server · Official MCP Registry Runs on your machine · Secrets: 0 GitHub stars: 7 501
AIHOT KKKKhazix · MCP server · Official MCP Registry Runs remotely · Secrets: 0 GitHub stars: 7 166
Claude Code Explorer MCP nirholas · MCP server · Official MCP Registry Runs on your machine · Secrets: 0 GitHub stars: 6 229
Claude Code Ultimate Guide FlorianBruniaux · MCP server · Official MCP Registry Runs on your machine · Secrets: 0 GitHub stars: 6 143
wigolo io.github.KnockOutEZ/wigolo KnockOutEZ · MCP server · Official MCP Registry Runs on your machine · Secrets: 1 GitHub stars: 5 466
Zotero MCP 54yyyu · MCP server · Official MCP Registry Runs on your machine · Secrets: 1 GitHub stars: 5 323
Exa Search pollinations · MCP server · Official MCP Registry Runs remotely · Secrets: 0 GitHub stars: 5 205

How the list is built

Type: MCP servers.
Category: Search and web data.
Ranked by Stars (GitHub); plugins without this figure come after the others and are marked, never shown as zero.
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.
Archived plugins are left out: an archived repository, or a marketplace that marks the plugin archived.
Only known plugins whose page we index: listed on a curated marketplace or on two marketplaces or more, or with at least 50 stars on GitHub (of its own repository), 500 installs on Claude Marketplace or 5 000 pulls on Docker Hub.
The list shows up to 20 plugins and is offered to search engines only with 8 or more.

The list is rebuilt from our latest passes. Nobody pays to appear in it or to rank higher.

All AI tool plugins · AI tool plugin statistics

Where the data comes from: how the catalog is built