Head to head
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Up to 4 tools, same rows for each: what it is, what it really costs, the trap, and how to wire it up. The URL carries your picks — send it to anyone.
Firecrawlclaude-code-router
Quick read
- Free with no card: claude-code-router.
- Editor's pick: Firecrawl.
| Field | Firecrawlgithub.com | claude-code-routergithub.com |
|---|---|---|
| What it is | Turns arbitrary sites into LLM-ready markdown or schema-constrained JSON, handling JS rendering, crawling and cleanup. Scrape, crawl, map, batch, search-with-full-content, browser interaction and autonomous agent modes. Parses web-hosted PDFs and DOCX. Self-hostable (AGPL core). ~128k stars. | A local gateway between coding agents and model providers: route requests by rule, add ordered fallback models, credential pools and retries, and get an observability dashboard with per-request latency, token and cost accounting. ~37k stars. |
| Category | Agent tools & orchestration | Agent tools & orchestration |
| Cost tier | mixed | free |
| Pricing | Free 1,000 credits · $16–$599/mo | Free · MIT |
| Why builders pick it | The archive-migration tool. Point it at an existing site and get every back-issue article as clean structured JSON ready for Supabase. Also the competitive-research tool — crawl other publications and extract their section taxonomy. Free tier is 1,000 credits; a typical archive fits inside $16/mo. | The cost-control lever if you want cheap models on mechanical work and Opus only on architecture. The observability dashboard is arguably more valuable than the routing. |
| Watch out for | not logged | not logged |
| How to wire it up | npx -y firecrawl-cli@latest init --all | npm i -g @musistudio/claude-code-router && ccr ui |
| Editor's pick | Yes | No |
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# Tool comparison — Firecrawl vs claude-code-router Source: Kbaise, a directory of tools that work with Lovable projects. Pick one and tell me why before writing any integration code. ## Firecrawl (firecrawl) - URL: https://github.com/firecrawl/firecrawl - Category: Agent tools & orchestration - Cost: mixed — Free 1,000 credits · $16–$599/mo - What it is: Turns arbitrary sites into LLM-ready markdown or schema-constrained JSON, handling JS rendering, crawling and cleanup. Scrape, crawl, map, batch, search-with-full-content, browser interaction and autonomous agent modes. Parses web-hosted PDFs and DOCX. Self-hostable (AGPL core). ~128k stars. - Why builders pick it: The archive-migration tool. Point it at an existing site and get every back-issue article as clean structured JSON ready for Supabase. Also the competitive-research tool — crawl other publications and extract their section taxonomy. Free tier is 1,000 credits; a typical archive fits inside $16/mo. - Wiring: npx -y firecrawl-cli@latest init --all - Full dossier: /api/public/tools/firecrawl ## claude-code-router (claude-code-router) - URL: https://github.com/musistudio/claude-code-router - Category: Agent tools & orchestration - Cost: free — Free · MIT - What it is: A local gateway between coding agents and model providers: route requests by rule, add ordered fallback models, credential pools and retries, and get an observability dashboard with per-request latency, token and cost accounting. ~37k stars. - Why builders pick it: The cost-control lever if you want cheap models on mechanical work and Opus only on architecture. The observability dashboard is arguably more valuable than the routing. - Wiring: npm i -g @musistudio/claude-code-router && ccr ui - Full dossier: /api/public/tools/claude-code-router ## Quick read - Free with no card: claude-code-router. - Editor's pick: Firecrawl. ## Rules 1. Prefer the free tier when no budget was stated, and say what the ceiling is. 2. Read the full dossier before integrating. 3. Fetch /api/public/models before writing any AI model ID.
Agents can fetch the same thing: GET /api/public/compare?slugs=firecrawl,claude-code-router