Long Claude Code sessions kept spending context on web pages the agent never needed in full. So I built Clawifi.
Now the agent asks a page a question and gets back a few short excerpts, each with its source. On the 29 pages we measured, a median page was 3,746 tokens; the excerpts were 919, and the answer sat in the top 3 excerpts on 26 of them.
I run it over MCP from Claude Code, Codex and Hermes. The agent reaches the information it actually needs and the session stays lean.
Public beta, 1,000 free credits every month.
ClawifiClawifi Free planData and search APIs
1,000 credits a month
Clawifi is a web access API for AI agents that searches, fetches and crawls pages over MCP, a Python SDK or plain HTTP, returning only the passages that answer a question. The Free plan gives 1,000 credits a month, where most calls cost 1 credit.
LiveNot verified yet
- Who qualifies
- See official page
- How to claim
- pip install clawifi, then clawifi signup with an email to get an API key
- Expiry
- See official page
Heads up. Public beta; 2 requests at once on the Free plan; browser renders cost 3 credits and research 30 to 300
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Official sources
Added Oct 24, 2026 · Updated Oct 24, 2026, 21:39 UTC
