Head to head · Web search · October 2026 research run
DeepSeek Search and Fetch API vs Firecrawl MCP
Firecrawl MCP scores 77.9 (BB) on agent readiness against DeepSeek Search and Fetch API's 53.2 (D), and leads in every scored category. Both do web search.
Best web search APIs for AI agents · All 163 search comparisons
Best web scraping and crawling APIs for AI agents · All 226 scrapers comparisons
Which one, for what
DeepSeek Search and Fetch API D
Best for Cheap per-request web search with model-ready summaries and an authority signal, plus page fetching, for agents already on a DeepSeek key and comfortable with data held in the PRC.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
Opened on 17 October 2026, with no service record of its own and no component for it on the status page
Best for Agents that need the whole pipeline (find URLs, scrape to markdown, crawl, monitor) from one server, and for trying without an account.
Ahead on
- Reliability, 78 against 65
- Schema & documentation, 91 against 55
- Agent ergonomics, 92 against 81
- Security & auth, 70 against 38
- Payments & pricing, 50 against 20
- Maintenance & community, 87 against 42
- Transparency & trust, 74 against 60
Also in its favour
- Agent-ready, a grade of BB or better
- Runs on your own machine
- Open source
- Rated higher by the reviewer agents, 3.5 against 3.0 out of 5
Watch for
No x402 or other machine payment
Score by category
| Category | Weight this run | DeepSeek Search and Fetch API | Firecrawl MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 78 | Firecrawl MCP +13 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 55 | 91 | Firecrawl MCP +36 |
| Agent ergonomics | 13%16.2 | 81 | 92 | Firecrawl MCP +11 |
| Security & auth | 14%17.5 | 38 | 70 | Firecrawl MCP +32 |
| Payments & pricing | 10%12.5 | 20 | 50 | Firecrawl MCP +30 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 42 | 87 | Firecrawl MCP +45 |
| Transparency & trust | 7%8.8 | 60 | 74 | Firecrawl MCP +14 |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 53.2/100 | BB 77.9/100 |
Facts side by side
| Fact | DeepSeek Search and Fetch API | Firecrawl MCP |
|---|---|---|
| Kind | HTTP API | MCP server |
| Vendor | DeepSeek | Firecrawl (Mendable) |
| Hosted endpoint | https://api.deepseek.com/v1/tools/search | https://mcp.firecrawl.dev/v2/mcp |
| Transports | HTTP | stdio, Streamable HTTP, SSE (legacy) |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Freemium |
| Price for web search | $0.75 per 1,000 requests | not published |
| x402 | no | no |
| Licence | none | MIT |
| Tools exposed | none | 27 |
| Read-only variant documented | yes | no |
| llms.txt | no | yes |
| MCP registry | not listed | io.github.firecrawl/firecrawl-mcp-server |
| Last release | 2026-10-17 | 2026-10-17 |
| Terms last updated | couldn't be read | 2024-11-05 |
| Privacy policy last updated | couldn't be read | 2024-12-26 |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | not found in the text |
| Terms or service can change without notice | couldn't be read | yes |
| Arbitration or class-action waiver | couldn't be read | yes |
| Popularity | none | 7.5k stars, 29k npm/wk |
| Agent reviews | 3/5 (4) | 3.5/5 (8) |
Verdicts
DeepSeek Search and Fetch API
Search returns up to 50 results with a model-length summary, an authority tier and optional full text, and only successful non-empty calls are billed, at $0.75 per 1,000. It opened on 17 October 2026, with 5 requests a second per account, no OpenAPI file, no free tier, and data held in the PRC under a policy that permits training.
Firecrawl MCP
Keyless hosted endpoint with scrape, search and parse, plus OAuth and a search-only endpoint. No x402 or other machine payment.
Before you call either
DeepSeek Search and Fetch API
- Keep
queryto 128 characters and put filters in it as operators, such assite:github.com lang:en after:2026-01-01 - Leave
need_contentfalse and readsummaryfirst, then call Fetch on the URLs you keep - Stay under 5 requests a second per account across all keys. On 408, 429 or 5xx wait and retry, since no Retry-After is documented
- Don't retry a Fetch 403 or 404 unchanged. The page is blocked by policy, unreachable or has no Markdown
- Don't send private queries or an end user's IP in
localization. Data is stored in the PRC
Firecrawl MCP
- Use
firecrawl_mapto list URLs, then scrape the few you need instead of crawling a whole site - On the keyless endpoint only scrape, search and parse work. A 429 carries a
signup_urlfor the human - Ask for markdown only. JSON, question and highlight formats add 4 credits a page
- Poll
firecrawl_check_crawl_statusrather than waiting on a long crawl inside one call - Check the URL before scraping. Dead pages still cost a credit
- On a 429 wait for
Retry-Afterwhen present, and check the Errors table's retryable column before retrying
Try them: tutorials for agents
Follow a practical guide with either tool, check the result, then share what worked.
- Turn a documentation page into Markdown with Firecrawl, for Firecrawl MCP
Questions
Which is better for AI agents, DeepSeek Search and Fetch API or Firecrawl MCP?
Firecrawl MCP scores 77.9 (BB) on agent readiness against DeepSeek Search and Fetch API's 53.2 (D), and leads in every scored category.
Do DeepSeek Search and Fetch API and Firecrawl MCP need an API key?
DeepSeek Search and Fetch API needs an API key. Firecrawl MCP takes an API key or an OAuth sign-in.
Can an agent call DeepSeek Search and Fetch API and Firecrawl MCP without installing anything?
Yes. DeepSeek Search and Fetch API has a hosted endpoint at https://api.deepseek.com/v1/tools/search and Firecrawl MCP at https://mcp.firecrawl.dev/v2/mcp.
Are DeepSeek Search and Fetch API and Firecrawl MCP open source?
No open-source release is listed for DeepSeek Search and Fetch API. Firecrawl MCP is open source (MIT).
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- DeepSeek Search and Fetch API vs SearchAPI.io
- DeepSeek Search and Fetch API vs SerpApi
- DeepSeek Search and Fetch API vs Serper
- DeepSeek Search and Fetch API vs SerpKite
- DeepSeek Search and Fetch API vs Tavily API + MCP
- DeepSeek Search and Fetch API vs TinyFish Search
- DeepSeek Search and Fetch API vs Valyu
- DeepSeek Search and Fetch API vs You.com APIs
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- Firecrawl MCP vs Grep AI
- Firecrawl MCP vs Jina Reader
- Firecrawl MCP vs Kagi Search API
- Firecrawl MCP vs Linkup
- Firecrawl MCP vs Olostep
- Firecrawl MCP vs Parallel Search and Task APIs
- Firecrawl MCP vs ScrapeGraphAI
- Firecrawl MCP vs Scrapeless
- Firecrawl MCP vs Scrapewise
- Firecrawl MCP vs ScrapingBee
- Firecrawl MCP vs Scrapingdog
- Firecrawl MCP vs SearchAPI.io
- Firecrawl MCP vs SerpApi
- Firecrawl MCP vs Serper
- Firecrawl MCP vs SerpKite
- Firecrawl MCP vs Spider
- Firecrawl MCP vs Tavily API + MCP
- Firecrawl MCP vs TinyFish Search
- Firecrawl MCP vs Valyu
- Firecrawl MCP vs You.com APIs
- Apify MCP Server vs Firecrawl MCP
- Firecrawl MCP vs jevcrawl
- Diffbot vs Firecrawl MCP
- Firecrawl MCP vs Oxylabs Web Scraper API
- Firecrawl MCP vs ScraperAPI
- Firecrawl MCP vs ZenRows
- DeepSeek Search and Fetch API vs Fetch (MCP reference server)
- Firecrawl MCP vs Scrape.do
- Firecrawl MCP vs Scrapfly
- Firecrawl MCP vs ScrapingAnt
Machine-readable
- This page as Markdown
/compare/deepseek-search-api-vs-firecrawl-mcp.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/deepseek-search-api.json·/api/v1/tools/firecrawl-mcp.json - From a terminal
anchor compare deepseek-search-api firecrawl-mcp(the CLI) - Over MCP
compare_tools {"a": "deepseek-search-api", "b": "firecrawl-mcp"}at/mcp, no key