briefd
Token-budgeted team knowledge for coding agents, from git
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Self-hosted context compiler for AI coding teams. Your rules, ADRs and conventions live as Markdown in git; agents get task-specific, token-budgeted bundles over MCP instead of a fat CLAUDE.md. One Go binary, one SQLite file. Apache-2.0.
PH · launched Sep 23, 2026 · 5 upvotes (top 7%) · 0 views
Niche: model context protocol tools · 465 launches, 13 in the last 7 days ▼ -24% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 465 launches in model context protocol tools →
Could you build this?
Yes A single Go binary that parses local Markdown files, tracks git diffs, stores index metadata in SQLite, and serves token-pruned snippets over standard Model Context Protocol (MCP) JSON-RPC is an ideal vibe-coding project.
Competitors
Other products that read as similar to this one : 888 launches clear the similarity bar, closest 8 shown.
Attention rank: #102 of 889 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 326 days after the earliest competitor.
- briefd · github · 2026-09-20 · 30 upvotes · similarity 0.75
- KYB - Shared Memory for AI Agents · ph · 2026-10-13 · 2 upvotes · similarity 0.56
- Akon Labs: We're building the most token-efficient coding agent in the world · yc · 2026-08-17 · 45 upvotes · similarity 0.55
- tokenstat · ph · 2026-09-15 · 3 upvotes · similarity 0.52
- AVP · ph · 2026-10-26 · 76 upvotes · similarity 0.52
- gitring · ph · 2026-11-09 · 4 upvotes · similarity 0.52
- Git for AI Agents · hn · 2026-05-08 · 129 upvotes · similarity 0.50
- Git for AI Agents · hn · 2026-05-07 · 5 upvotes · similarity 0.50
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.