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.
Congrats on launch number twelve. Good to see a recall number published against 1,179 real developer queries.
Pretty wild amount of developer context. Curious how much this cuts down on token usage.
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!
Firecrawl Developer Index was featured in Developer Tools (518.4k followers) and Artificial Intelligence (477.3k followers) on Product Hunt. Together, these topics include over 198.8k products, making this a competitive space to launch in.
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.
Want to see how Firecrawl Developer Index stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Eric Ciarla