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An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Crw

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.

GitHub ↗Website ↗AGPL-3.0๐Ÿค– Agent

At a glance

Is this tool relevant to you?

What it does

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.

May suit

People who want an AI system to plan or carry out multi-step tasks.

Before you try it

The repository reports a AGPL-3.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Needs recheckยท 2026-08-17 05:11 UTC

This wider directory record has not passed catalog verification and its last sync is outside the expected refresh window.

Source
Automated project sync
Checked
2026-08-17 05:11 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Healthy66/100

Generally healthy automated signals, with some areas worth checking in the breakdown.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology โ†’
โญ
518
Stars
๐Ÿด
36
Forks
๐Ÿ‘ฅ
8
Contributors
๐Ÿ’š
Healthy66/100
Health Score

Star History

Not enough data for chart

Health Score Breakdown

Star Momentum
0
Commit Frequency
100
Issue Health
100
Contributors
55
Release Cadence
50
Documentation
100
Community Signal
50

Project Info

Language
Rust
License
AGPL-3.0
Last Commit
2026-08-01 09:20 UTC
Last Release
v0.28.0 (2026-07-24 00:02 UTC)
Open Issues
10
Bus Factor
1
Commits/Week
46.5
Avg Issue Close
1.6 days
aiai-agentscrawlerdata-extractiondockerfirecrawl-alternativehtml-to-markdownllmmarkdownmcpmcp-serverrustscraping-apiself-hostedtavily-alternativeweb-crawlerweb-scraperweb-scrapingweb-search-api

Project Badge

Embed a live health badge in a README or docs page.

Crw AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/crw?metric=health&style=shield)](https://ai-tools-scout.com/projects/crw)

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Crw vs firecrawlStrong80/100
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