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Firecrawl Developer Index

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

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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!

PH · launched Aug 28, 2026 · 175 upvotes (top 84%) · 0 views

Niche: developer and open source resource directories · 165 launches, 3 in the last 7 days ▼ -73% · Explore this niche →

Category and tags

  • Horizontal
  • Search & retrieval
  • Developer
  • AI-native
  • Commercial product
  • Developer Tools
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

No Crawling, parsing, embedding, deduplicating, and serving sub-second search over 70M+ software repositories requires massive data pipelines, multi-terabyte search clusters, and extensive engineering budgets.

What it would actually take: The architecture requires high-throughput crawlers pulling from the GitHub Events/Firehose API, text extraction engines parsing markdown and code ASTs, and a distributed search cluster (such as Elasticsearch, Vespa, or ClickHouse) handling tens of millions of documents with hybrid BM25 and vector search. Infrastructure costs and distributed systems expertise are massive barriers.

Competitors

Other products that read as similar to this one : 77 launches clear the similarity bar, closest 8 shown.

Attention rank: #72 of 78 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 187 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.