Keirolabs
Web search, Google SERP, page extraction to markdown and cited answers for AI agents.
MCP server · by keirolabs.cloud
About
Keirolabs is an MCP server published by keirolabs.cloud. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-11-07 and have recorded no change since. As of our marketplace pass on 2026-11-12.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
Requires: Authorization header
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http keirolabs https://api.keirolabs.cloud/mcp/api --header "Authorization: Bearer <YOUR_API_KEY>"[mcp_servers.keirolabs]
url = "https://api.keirolabs.cloud/mcp/api"
http_headers = { "Authorization" = "Bearer <YOUR_API_KEY>" }{
"mcpServers": {
"keirolabs": {
"url": "https://api.keirolabs.cloud/mcp/api",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}Replace the values in angle brackets with your own. We show the names of the settings, never values.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 2.0.0 | No figure published | Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
- Became a product we track
- Official MCP Registry: appeared
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Web scraping, Google SERP, Markdown and ChatGPT/Gemini answers as typed tools for AI agents.
-
researchsearch io.github.CloudCorpRecords/researchsearch
Web search, page extraction, crawling, and site mapping powered by the Tavily API.
-
Live web search and clean-markdown page fetch over the Keenable web index.
-
Web search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.
-
web-research-mcp io.github.CSOAI-ORG/web-research-mcp
AI-powered web research MCP server for agents. Supports web search, browse page, extract...
-
Search the open web and Extract Raw Content for AI agents.
-
Unofficial MCP server for the DeepSeek Search & Fetch API: web search and page-to-Markdown.
-
webshift io.github.x-monk/webshift
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
-
MCP server for DeepSeek web Search & Fetch: scored web search + page-to-Markdown fetch
-
Keyless multi-engine web search, fetch, and clean-Markdown read for AI agents. No API keys.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Live web search, scraping and crawling API for AI. Get structured, LLM-ready data from any site.
-
gsearch io.github.daanielcruz/gsearch
Free Google Search with inline citations for any MCP-compatible AI tool.
-
The complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown content back. Send a browser agent to navigate sites…
-
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
-
Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and…
Has a listing on Claude Code: claude-plugins-official (5)
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
-
Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and…
-
You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
Has a listing on Claude: knowledge-work-plugins (5)
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
The complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown content back. Send a browser agent to navigate sites…
-
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Use Google Drive as the single entrypoint for Drive, Docs, Sheets, and Slides work.
-
The Dropbox plugin for ChatGPT connects your Dropbox files directly to ChatGPT. You can access files, save ChatGPT-generated content to Dropbox, and create sharing links without…
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Work with SharePoint using the configured Microsoft SharePoint app connector.
Has a listing on Community GitHub marketplaces (5)
-
No-API-key web search, page fetching and document reading across many engines. Local-first.
-
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
-
Enhanced web search and real-time content retrieval via Grok API
-
The complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown content back. Send a browser agent to navigate sites…
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Helps devs extract data from any website with thousands of trusted scrapers, crawlers, and automations from Apify Store. Integrate ready-made Actors to access all popular social…
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Gets a product's real brand from its website before the agent designs anything for it. It opens the site in the Chrome, Chromium, Edge or Brave you already have and saves the logo…
-
Access official Microsoft documentation, API references, and code samples for Azure, .NET, Windows, and more.
-
Meta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
Browse and automate the web with TinyFish: run multi-step web automations, search the web, extract clean page content, and drive remote stealth browser sessions.
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
-
Search company knowledge and draft verified answers.
-
Search media and social mentions and pull analytics.
-
Generate presentations, documents, and webpages.
Has a listing on Docker MCP Catalog (5)
-
tavily-mcp io.github.tavily-ai/tavily-mcp
MCP server for advanced web search using Tavily
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
-
Real-time web search, reasoning, and research through Perplexity's API
-
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI…
Has a listing on Official MCP Registry (5)
-
Web scraping, Google SERP, Markdown and ChatGPT/Gemini answers as typed tools for AI agents.
-
researchsearch io.github.CloudCorpRecords/researchsearch
Web search, page extraction, crawling, and site mapping powered by the Tavily API.
-
Live web search and clean-markdown page fetch over the Keenable web index.
-
Web search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.
-
web-research-mcp io.github.CSOAI-ORG/web-research-mcp
AI-powered web research MCP server for agents. Supports web search, browse page, extract...
Has a listing on PyPI (MCP servers) (5)
-
No-API-key web search, page fetching and document reading across many engines. Local-first.
-
Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.
-
Source-only multi-provider web search, extraction, evidence receipts, and onboarding for MCP clients
-
Web research for AI agents. Fetch any page with anti-bot bypass plus web search. $0 forever. No scrapling dependency: hound uses primp + patchright directly. Graceful degradation…
-
Search, read and research the web, with hidden text stripped by default and sources hashed
Has a listing on npm registry (MCP servers) (5)
-
Live web search, scraping and crawling API for AI. Get structured, LLM-ready data from any site.
-
Web scraping, search, crawling, structured extraction and research for AI agents.
-
tavily-mcp io.github.tavily-ai/tavily-mcp
MCP server for advanced web search using Tavily
-
Scrape, crawl, batch-scrape, map, and search the web through the hosted pline.ai API.
-
Free web search and long-term memory for AI assistants. No API keys; data stays local.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.