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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
CLI and Agent Skill for Firecrawl - Add scrape, search, and browsing capabilities to your AI agents
| Date | Stars |
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| 2026-07-31 | 549 |
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| 2026-09-17 | 632 |
| 2026-09-18 | 634 |
| 2026-09-19 | 635 |
| 2026-09-20 | 635 |
Today
— stars today
This week
+5 stars this week
This month
+39 stars this month
Momentum
40.0
growth rate 0.79%/day
# 🔥 Firecrawl CLI
Command-line interface for Firecrawl. Search, scrape, interact, crawl, map, search research papers and developer sources, and run agent jobs directly from your terminal.
## Installation
```bash
npm install -g firecrawl-cli
```
Or set up everything in one command (install CLI globally, authenticate, and add skills across all detected coding editors):
```bash
npx -y firecrawl-cli@latest init -y --browser
```
- `-y` runs setup non-interactively
- `--browser` opens the browser for Firecrawl authentication automatically
- skills install globally to every detected AI coding agent by default
### Setup Skills, Workflows, and MCP
If you are using an AI coding agent like Claude Code, you can also install skill groups manually — one command per family:
```bash
firecrawl setup core # scrape/search/crawl/interact primitives + index skills ("skills" is an alias)
firecrawl setup build # app-integration skills for the Firecrawl API
firecrawl setup workflows # end-to-end recipes (lead gen, deep research, ...)
```
Or install a single skill by name — the `firecrawl-` prefix is optional:
```bash
firecrawl setup developer-index
firecrawl setup seo-audit
```
If no API key is found afterwards, an interactive terminal offers a browser login (pass `--browser` to log in without the prompt); non-interactive runs never block — they print a hint and the skills walk agents through setup on first use.
These install globally across all detected coding editors by default. Use `--agent <agent>` to scope any of them to one editor.
#### Scope setup to a single harness
By default skills route to every detected harness. To install and route to only
one harness in a single command:
```bash
# One-shot from the install script (non-interactive, no TTY needed)
curl -fsSL https://firecrawl.dev/install.sh | bash -s -- --agent openclaw
# Or, once the CLI is installed
firecrawl init --agent openclaw # only OpenClaw
firecrawl setup skills --agent openclaw
firecrawl setup workflows --agent openclaw
```
Any args after `bash -s --` are forwarded to `firecrawl init`, so you can add
things like `--skip-auth` for a skills-only, no-login setup. When you run
`firecrawl init` interactively without `--agent`, it shows a checkbox of your
detected harnesses (all selected by default) so you can pick a subset.
| Harness | `--agent` value |
| ------------ | --------------- |
| Claude Code | `claude-code` |
| Codex | `codex` |
| Cursor | `cursor` |
| Windsurf | `windsurf` |
| OpenCode | `opencode` |
| OpenClaw | `openclaw` |
| OpenHands | `openhands` |
| Hermes Agent | `hermes-agent` |
### Agent skills
The init command installs the **CLI skills** by default and offers the **workflow skills** as optional extras, into AI coding agents (Cursor, Claude Code, Windsurf, etc.):
- **CLI skills** — teach agents how to use the Firecrawl CLI for live web work (search, scrape, interact, map, crawl, agent). Installed by default.
- **Workflow skills** — teach agents how to produce Firecrawl-powered deliverables such as research briefs, SEO audits, QA reports, lead lists, knowledge bases, and design-system extraction. Interactive multi-select during init.
All skill families live in the [`firecrawl/skills`](https://github.com/firecrawl/skills) catalog — including the **build skills** for integrating Firecrawl into application code:
```bash
npx skills add firecrawl/skills
```
> Contributing skills? CLI skills (including the research/developer index skills) → PR this repo (`skills/`). Build/SDK skills → PR the [`firecrawl`](https://github.com/firecrawl/firecrawl) monorepo (`skills/`). Workflow skills → PR [`firecrawl/firecrawl-workflows`](https://github.com/firecrawl/firecrawl-workflows). The catalog ([`firecrawl/skills`](https://github.com/firecrawl/skills)) is read-only — never PR it directly.
To reinstall skills manually:
```bash
firecrawl setup core
firecrawl setup buExcerpt of 40,254 characters
Read on GitHubDevelopers Digest · @firecrawl
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ba4cdaaa3b70e7e3, desc:scrape