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!
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.
About Firecrawl Developer Index on Product Hunt
“A curated index of 70M+ artifacts for coding agents.”
Firecrawl Developer Index launched on Product Hunt on August 28th, 2026 and earned 170 upvotes and 3 comments, placing #6 on the daily leaderboard. 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!
On the analytics side, Firecrawl Developer Index competes within Developer Tools and Artificial Intelligence — topics that collectively have 995.7k followers on Product Hunt. The dashboard above tracks how Firecrawl Developer Index performed against the three products that launched closest to it on the same day.
Who hunted Firecrawl Developer Index?
Firecrawl Developer Index was hunted by Eric Ciarla. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Reviews
Firecrawl Developer Index has received 15 reviews on Product Hunt with an average rating of 5.00/5. Read all reviews on Product Hunt.
For a complete overview of Firecrawl Developer Index including community comment highlights and product details, visit the product overview.
Eric Ciarla