20 Firecrawl alternatives
Firecrawl: Search, scrape, crawl, and extract structured data from the web — with JS rendering, batch scraping, and LLM-powered extraction. 20 MCP servers do similar work, most sharing Scraping, RAG and Web Search, ranked by how much they have in common with Firecrawl.
-
by Tavily
Web search and content extraction optimized for AI agents — fast, relevance-ranked results with source content.
Also: API, Data Extraction, RAG, Web Search
-
by Crawlbase
Official Crawlbase MCP server giving agents live web access — fetch any URL as raw HTML, clean Markdown or a screenshot, with JS rendering and proxy rotation handled for you.
Also: Data Extraction, Scraping, Web Search
-
by Rayen Mlayeh
Goal-directed web crawler MCP server that returns only the passages answering your agent's question, verbatim and with sources.
Also: RAG, Scraping, Web Search
-
by Exa
Real-time web search and crawling built for AI — neural search with configurable tools and live content retrieval.
Also: API, Scraping, Web Search
-
by Apify
Apify's official MCP server — turn thousands of ready-made scrapers into tools your assistant can call.
Also: Data Extraction, Scraping
-
by Model Context Protocol
Fetch a URL and convert its contents to clean Markdown for efficient LLM consumption.
Also: Data Extraction, Scraping
-
by SerpApi
Official SerpApi MCP server: real-time Google, Bing, YouTube and other search results as structured JSON or token-saving markdown.
Also: Scraping, Web Search
-
by KnockOutEZ
Local-first web MCP server for AI agents — search, fetch, crawl, extract and deep research with no API keys, no cloud round-trip and no per-query bill.
Also: Scraping, Web Search
-
by Upstash
Pulls up-to-date, version-specific documentation and code examples for libraries straight into your prompt.
-
by Perplexity
Ask Perplexity's Sonar API real-time, web-grounded questions and get cited answers inside your agent.
Also: API, Web Search
-
by Brave
Search the web with the Brave Search API — web, image, video, and news results plus rich results and AI summaries.
Also: API, Web Search
-
by Karim Shoair (D4Vinci)
Lets AI agents scrape the web through Scrapling, with HTTP, browser and Cloudflare-bypassing stealth fetches and CSS-narrowed, sanitized output.
Also: Scraping
-
by Bright Data
Bright Data's official MCP server — search, scrape, and extract web data through a large proxy network.
Also: Scraping
-
by Model Context Protocol
Browser automation for AI clients — navigate, click, type, screenshot, and run JavaScript in a real page.
Also: Scraping
-
by Coveo
Coveo's managed MCP server exposing enterprise search, fetch, passage retrieval and grounded generative answering over your indexed content.
Also: RAG
-
by Weaviate
Weaviate's MCP server, built into the database itself — hybrid search, schema inspection, tenant listing and batch upserts at /v1/mcp, scoped by RBAC.
Also: RAG
-
by Couchbase
Couchbase's documentation agent as a single MCP tool: ask a question about any Couchbase product, SDK or version and get an answer with source links. No cluster and no credentials.
Also: RAG
-
by Zilliz
Search and manage Milvus vector collections from an AI client — vector, full-text, and hybrid queries.
Also: RAG
-
by Pinecone
Pinecone's official MCP server — search and manage vector indexes, and query Pinecone's docs while you build.
Also: RAG
-
by Chroma
Chroma's official MCP server — build and query vector collections directly from an AI client.
Also: RAG
