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.
⚡ Executive Summary & Quick Facts
Authoritative Sourcecrw is crw is an open-source project written in Rust: 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..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), fastcrw/crw has accumulated 1,180 GitHub stars and 95 forks. It is written in Rust, licensed under AGPL-3.0, and ranks #6,646 globally. It is actively maintained with the latest commit recorded on Oct 26, 2026.”
| Repository | fastcrw/crw ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Rust |
| Software License | AGPL-3.0 |
| Community Traction | ★ 1.2K stars · ⑂ 95 forks · #6,646 globally |
| Maintenance | ● Active (Last commit: Oct 26, 2026) · 5 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, crw is actively maintained. Continuous telemetry recorded the last code commit on Oct 26, 2026 (3 days ago). Supported by 1,180 stars and 95 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/fastcrw/crw?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/fastcrw/crw?utm_source=readme_badge) [](https://githubrepo.cloud/repo/fastcrw/crw?utm_source=readme_badge) [](https://githubrepo.cloud/repo/fastcrw/crw?utm_source=readme_badge) [](https://githubrepo.cloud/repo/fastcrw/crw?utm_source=readme_badge) [](https://githubrepo.cloud/repo/fastcrw/crw?utm_source=readme_badge)Momentum
+30
STARS · LAST 30 DAYS
1
PER DAY
#649
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +9 | +30 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
crw gained 30 stars in the last 30 days, about 1 a day, and now has 1.2K. It is about 1 year old and has averaged roughly 1.2K stars a year. It ranks #649 among Rust repositories and #6,646 across all languages on GitHubRepo.
Trending Record
15
DAYS ON TRENDING
#1157
BEST RANK
Oct 14, 2026
FIRST APPEARANCE
Active
STATUS TODAY
crw has maintained a continuous presence across global trending indexes, peaking at #1157. Below is the 30-day activity profile:
💡 Overview
crw is an open-source project written in Rust: 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.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, ai-agents, crawler. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Rust for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ cargo install crw⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
crw coordinates its core functionality through a modular Rust pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with crw.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install crw using your package manager: `cargo install crw`
Initialize your project workspace or configuration file for crw.
Import crw into your codebase or invoke it directly from your terminal.
Execute your test suite or run `crw --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
fastcrw/crw is currently ranked #6,646 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,639 | CardboardPowered/cardboard | Java | ★ 1.2K | Compare ↗ |
| #6,639 | rust-lang/rustc_codegen_gcc | Rust | ★ 1.2K | Compare ↗ |
| #6,639 | Auriti-Labs/geo-optimizer-skill | Python | ★ 1.2K | Compare ↗ |
| #6,639 | ysr666/dsh-vision-router | JavaScript | ★ 1.2K | Compare ↗ |
| #6,639 | theoephraim/awesome-cloudflare-selfhosted | JavaScript | ★ 1.2K | Compare ↗ |
| #6,646 | fastcrw/crw This Project | Rust | ★ 1.2K | |
| #6,646 | makiisthenes/TiktokAutoUploader | Python | ★ 1.2K | Compare ↗ |
| #6,646 | rive-app/rive-react | TypeScript | ★ 1.2K | Compare ↗ |
| #6,646 | MoaidHathot/Dumpify | C# | ★ 1.2K | Compare ↗ |
| #6,650 | apache/accumulo | Java | ★ 1.2K | Compare ↗ |
| #6,650 | googleapis/google-cloud-php | PHP | ★ 1.2K | Compare ↗ |
Frequently Asked Questions
What does crw do? +
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.
Is crw actively maintained in 2026? +
Yes, crw is actively maintained. The latest code push was recorded on Oct 26, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,180 stars and 5 open issues.
What language is crw written in? +
The primary language is Rust. Topics include: ai, ai-agents, crawler, data-extraction, docker.
How many stars does crw have? +
crw has 1,180 stars and 95 forks on GitHub.
How does crw rank among GitHub repositories? +
With 1,180 stars, fastcrw/crw is ranked #6,646 globally across all repositories tracked on GitHubRepo and #649 among Rust projects.
What license is crw distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
