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feat: add fastCRW tool#363

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agentstack-ai:mainfrom
us:feat/add-fastcrw
Open

feat: add fastCRW tool#363
us wants to merge 1 commit into
agentstack-ai:mainfrom
us:feat/add-fastcrw

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@us

@us us commented Jun 14, 2026

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What

Adds fastCRW as a web scrape/search provider, alongside the existing Firecrawl integration — additive only, Firecrawl untouched.

Why

fastCRW is a self-hostable, fully open-source (AGPL) web engine — single ~8MB Rust binary, ~6MB RAM.

Runs 100% locally with full capability. Anti-bot/stealth, BYO-proxy + rotation, and JS rendering (Cloudflare JS-challenge, SPA) all ship in the open core. Firecrawl's OSS self-host gates its stealth engine (fire-engine) behind a cloud-only flag, so its self-hosted instance falls back to plain fetch/Playwright and can't reliably reach protected or JS-heavy pages. fastCRW's open binary has no such gap.

Faster and higher-recall on Firecrawl's own benchmark dataset. Truth-recall 63.74% vs 56.04%; median latency p50 ~1.9s vs ~2.3s. One binary, no multi-service stack.

On web search specifically: crw is not an alternative to SearXNG, it is built on top of it. SearXNG is the metasearch aggregator underneath; crw adds a quality layer on top: query expansion (multi-variant rewrite), content-aware reranking (re-scoring by fetched content instead of SearXNG's content-blind ordering), and category routing (research queries fan out to arxiv/semantic scholar/google scholar, code queries to GitHub). So you get SearXNG's breadth plus a measurable accuracy layer — all open-source (AGPL) and self-hostable with configurable engines.

Key via CRW_API_KEY (free tier at https://fastcrw.com/dashboard); self-host base URL supported. Happy to adjust to your conventions — I maintain the integration and can provide free credits to evaluate.

Because fastCRW is Firecrawl-API-compatible, the integration diff is tiny and purely additive — that's why it mirrors the Firecrawl wiring with minimal code.

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