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headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

AI dev
Updated
2026-09-16
Lists
5 list mentions
First commit
2026-01-07
History
75 history points
License
Apache-2.0
Issues
654 open
Forks
5,542
Commits
2,788 commits
Star growth, last 7 days
+1,228 +1.7%
Commit velocity, last 7 days
+38 +1.4%
chopratejas/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

AI dev
Updated
2026-06-18
Lists
3 list mentions
First commit
2026-01-07
History
3 history points
License
Apache-2.0
Issues
309 open
Forks
2,361
Commits
1,640 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
humanlayer/12-factor-agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

AI dev
Updated
2025-09-21
Lists
2 list mentions
First commit
2025-03-30
History
44 history points
License
NOASSERTION
Issues
24 open
Forks
1,913
Commits
273 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
jgravelle/jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

AI dev
Updated
2026-09-06
Lists
1 list mention
First commit
2026-02-09
History
1 history point
License
NOASSERTION
Issues
3 open
Forks
367
Commits
1,870 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history