Firecrawl

The Web Data API for AI Agents and Developers

5.0•15 reviews•

3K followers

The Web Data API for AI Agents and Developers

5.0•15 reviews•

3K followers

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Browser Automation

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LLM Developer Tools

The API to search, scrape, and interact with the web at scale.

This is the 12th launch from Firecrawl. View more

Firecrawl Developer Index

Launching today

A curated index of 70M+ artifacts for coding agents.

Search 70M+ GitHub READMEs, issues, pull requests, and documentation from one endpoint. The highest recall of any coding-specific index, with no API key needed to start. The index is live now at /v2/search/developer on the API, CLI, and MCP. Ready to integrate with all your favorite coding agents!

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Launch tags:Developer Tools•Artificial Intelligence

Launch Team

Viktor.comAn AI coworker that actually does the work

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Firecrawl

Maker

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Hey Product Hunt 👋 Eric, Caleb, and Nick from Firecrawl here. When AI coding agents get stuck, they turn to the web for answers. But the answers they need are often buried across millions of repos and docs, and a single debugging session can burn hundreds of thousands of tokens finding the few lines that matter. Today we're launching the Firecrawl Developer Index: 70M+ issues, pull requests, READMEs, docs, and agent skills, curated from top GitHub repos and documentation sites into one place your agent can search. Across 1,179 real developer queries, the index hits 63% recall@10, beating the next best external provider by ~10%. With our coding-specific index, your agent can answer its own questions about code behavior, API contracts, error messages, and known bugs from primary sources. Hit an error it doesn't recognize? It finds the issue where someone else ran into it and reads the merged fix that followed. Dependency upgrade break a call? It pulls the docs stating the current behavior and the PR that changed it, scoped to that library's repo. Firecrawl Developer Index is live now at /v2/search/developer on the API, CLI, and MCP. For best performance, we recommend using the Firecrawl CLI or MCP with the companion skill, which you can install with: npx -y firecrawl-cli@latest setup developer-index Learn more: https://www.firecrawl.dev/develo... Whether you're building with coding agents, creating technical knowledge bases, or training frontier models, we'd love to hear what you ship with it.

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Previous Firecrawl Launches

The new Firecrawl MCPAgent-ready web context for any MCP client.

Launched on August 7th, 2026

The new Firecrawl /searchOur most accurate Search API for AI agents.

Launched on July 24th, 2026

Firecrawl Research IndexAn index for agents pushing the frontier of AI/ML research

Launched on June 19th, 2026

Prometheus by FirecrawlA Forward Deployed Agent for web data.

Launched on June 13th, 2026

View all Firecrawl launches

Firecrawl

The Web Data API for AI Agents and Developers

The Web Data API for AI Agents and Developers

Firecrawl Developer Index

Previous Firecrawl Launches

Previous Firecrawl Launches

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