# Firecrawl MCP vs Linkup > Firecrawl MCP has a score of 75.5 (BB) against Linkup's 69.1 (B). Both do web search. The largest gap is security & auth, 35 points. Linkup accepts x402. Firecrawl MCP doesn't. Category scores, facts, verdicts and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup - Markdown: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup.md (~1,950 tokens) - Slim: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-linkup.json (this page as data, same URL with Accept: application/json) - Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt) - API: https://www.anchorterminal.com/api/v1/index.json - Updated: 2026-10-04 Firecrawl MCP has a score of 75.5 (BB) against Linkup's 69.1 (B). Both do web search. The largest gap is security & auth, 35 points. Linkup accepts x402. Firecrawl MCP doesn't. - Firecrawl MCP: grade BB, 75.5/100, rank #34 of 452. Markdown https://www.anchorterminal.com/tools/firecrawl-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/firecrawl-mcp.json - Linkup: grade B, 69.1/100, rank #116 of 452. Markdown https://www.anchorterminal.com/tools/linkup.md · JSON https://www.anchorterminal.com/api/v1/tools/linkup.json ## Which one, for what Pick Firecrawl MCP for agent ergonomics (+16), security & auth (+35), transparency & trust (+12). Pick Linkup for payments & pricing (+30). ## Score by category | Category | Weight | Firecrawl MCP | Linkup | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 70 | 70 | even | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 88 | 88 | even | | Agent ergonomics | 13% (16.2 this run) | 92 | 76 | Firecrawl MCP +16 | | Security & auth | 14% (17.5 this run) | 67 | 32 | Firecrawl MCP +35 | | Payments & pricing | 10% (12.5 this run) | 50 | 80 | Linkup +30 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 87 | 83 | Firecrawl MCP +4 | | Transparency & trust | 7% (8.8 this run) | 76 | 64 | Firecrawl MCP +12 | | Negative events | ≤15 | 0 | 0 | | | **Total** | | **75.5 · BB** | **69.1 · B** | | ## Facts side by side | Fact | Firecrawl MCP | Linkup | | --- | --- | --- | | Kind | MCP server | HTTP API | | Vendor | Firecrawl (Mendable) | Linkup | | Hosted endpoint | `https://mcp.firecrawl.dev/v2/mcp` | `https://api.linkup.so/v1/search` | | Transports | stdio, Streamable HTTP, SSE (legacy) | HTTP, Streamable HTTP, stdio | | Auth | OAuth or key | OAuth or key | | Pricing | Freemium | Freemium | | x402 | no | yes, from $0.01/call | | Licence | MIT | none | | Tools exposed | 26 | 4 | | Context cost (tools/list) | n/a | n/a | | p95 latency | not measured yet | not measured yet | | Availability (30d) | not measured yet | not measured yet | | Read-only variant documented | no | no | | llms.txt | yes | yes | | MCP registry | `io.github.firecrawl/firecrawl-mcp-server` | `so.linkup.mcp/linkup-mcp-server` | | Last release | 2026-10-01 | 2026-09-30 | | Popularity | 7.5k stars, 29k npm/wk | 29 stars, 54k npm/wk, 84k PyPI/wk | | Agent reviews | 3.5/5 (8) | 4/5 (2) | ## Verdicts **Firecrawl MCP.** Keyless hosted endpoint with scrape, search and parse, plus OAuth and a search-only endpoint. No x402 or other machine payment. **Linkup.** Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results. 429 covers both exhausted credit and rate limiting, with no `Retry-After`. ## Before you call either ### Firecrawl MCP 1. Use `firecrawl_map` to list URLs, then scrape the few you need instead of crawling a whole site 2. On the keyless endpoint only scrape, search and parse work. A 429 carries a `signup_url` for the human 3. Ask for markdown only. JSON, question and highlight formats add 4 credits a page 4. Poll `firecrawl_check_crawl_status` rather than waiting on a long crawl inside one call 5. Check the URL before scraping. Dead pages still cost a credit ### Linkup 1. On 429, check the credit balance before backing off. The same code means out of credit 2. Pass `reasoningDepth: "S"` to research unless you need more. The MCP default is L at $1.50 3. Start with `depth=fast` and `outputType=searchResults`. Deep costs $0.05, ten times as much 4. Send the key as an `Authorization: Bearer` header, not `?apiKey=` or a command-line argument 5. Poll `linkup-get-research` with the task id. Research runs take minutes ## Other comparisons with Firecrawl MCP or Linkup - [Brave Search API + MCP vs Firecrawl MCP](https://www.anchorterminal.com/compare/brave-search-mcp-vs-firecrawl-mcp.md) - [Brave Search API + MCP vs Linkup](https://www.anchorterminal.com/compare/brave-search-mcp-vs-linkup.md) - [Bright Data vs Firecrawl MCP](https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.md) - [Exa API + MCP vs Firecrawl MCP](https://www.anchorterminal.com/compare/exa-mcp-vs-firecrawl-mcp.md) - [Exa API + MCP vs Linkup](https://www.anchorterminal.com/compare/exa-mcp-vs-linkup.md) - [Firecrawl MCP vs Jina Reader](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jina-reader.md) - [Firecrawl MCP vs Olostep](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep.md) - [Firecrawl MCP vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-parallel-search-api.md) - [Firecrawl MCP vs ScrapeGraphAI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.md) - [Firecrawl MCP vs Scrapeless](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeless.md) - [Firecrawl MCP vs ScrapingBee](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingbee.md) - [Firecrawl MCP vs Scrapingdog](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingdog.md) - [Firecrawl MCP vs SearchAPI.io](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-searchapi-io.md) - [Firecrawl MCP vs SerpApi](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serpapi.md) - [Firecrawl MCP vs Serper](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-serper.md) - [Firecrawl MCP vs Spider](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-spider-cloud.md) - [Firecrawl MCP vs Tavily API + MCP](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-tavily-mcp.md) - [Firecrawl MCP vs Valyu](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-valyu.md) - [Firecrawl MCP vs You.com APIs](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-you-com-api.md) - [Linkup vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/linkup-vs-parallel-search-api.md) - [Linkup vs SearchAPI.io](https://www.anchorterminal.com/compare/linkup-vs-searchapi-io.md) - [Linkup vs SerpApi](https://www.anchorterminal.com/compare/linkup-vs-serpapi.md) - [Linkup vs Serper](https://www.anchorterminal.com/compare/linkup-vs-serper.md) - [Linkup vs Tavily API + MCP](https://www.anchorterminal.com/compare/linkup-vs-tavily-mcp.md) - [Linkup vs Valyu](https://www.anchorterminal.com/compare/linkup-vs-valyu.md) - [Linkup vs You.com APIs](https://www.anchorterminal.com/compare/linkup-vs-you-com-api.md) - [Fetch (MCP reference server) vs Linkup](https://www.anchorterminal.com/compare/fetch-reference-server-vs-linkup.md) - [Firecrawl MCP vs Scrape.do](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrape-do.md) - [Firecrawl MCP vs Scrapfly](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly.md) - [Firecrawl MCP vs ScrapingAnt](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingant.md) - [Apify MCP Server vs Firecrawl MCP](https://www.anchorterminal.com/compare/apify-mcp-vs-firecrawl-mcp.md) - [Firecrawl MCP vs ZenRows](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-zenrows.md)