Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Firecrawl Developer Index

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

Details

External ID
1233278
Source
PH
Company
—
Product
Firecrawl Developer Index
Website domain
producthunt.com
Launched
Aug. 28, 2026
Cohort
—
Upvotes
175
Upvotes percentile
0.15730337078651685
Tags
Developer Tools, Artificial Intelligence
Fetched at
Sept. 7, 2026, 1:22 a.m.
Updated at
Sept. 7, 2026, 1:22 a.m.

Description

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!

Enrichment

Theme
curated developer directories and resources
Vertical
Horizontal
Function
Search & retrieval
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
code artifact index for agents
Manually corrected
False

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 — 30 launches clear the similarity bar, closest 8 shown.

Attention rank: #28 of 31 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 187 days after the earliest competitor.

Other launches for this product