Pick Context7 if
coding-agent users who keep hitting stale training-data APIs.
Read the Context7 pageContext7 vs Firecrawl
Our take
Pick Context7 if you're coding-agent users who keep hitting stale training-data APIs. Pick Firecrawl if you're a developer who need markdown from a URL and will stay on Cloud or self-host. Skip Context7 if you're people who want ranked web search (Exa) or a full-site crawler (Firecrawl). Skip Firecrawl if you're on a team that want ranked neural search (Exa) or a hosted browser session grid (Browserbase).
Best for
Context7 Up-to-date library docs inside the agent
Firecrawl Clean page contents for an agent
Free plan
Context7 $0 · mIT. Local npx @upstash/context7-mcp or npx ctx7 setup
Firecrawl $0 · 1,000 credits/month. 2 concurrent browsers. No card. No PAYG
Lowest paid
Context7 Not published by the vendor
Firecrawl Hobby $16, monthly only
Next step up
Context7
Firecrawl Standard $83/mo yearly
Coding agent
Context7 Claude Code (paid plans)
Firecrawl
Runs where
Context7 Hosted
Firecrawl Local or hosted
Watch out
Context7 A free key is recommended
Firecrawl Hobby/Standard/Growth credits do not roll over
Last checked
Context7 2026-11-01 · github.com/upstash/context7
Firecrawl 2026-10-21 · firecrawl.dev/pricing
Which one, then?
Pick Firecrawl if
developers who need markdown from a URL and will stay on Cloud or self-host.
Read the Firecrawl page