Governed, source-free understanding for the repos building the agentic web.
Every brain is a deterministic map of a codebase: the same answer every run, and the source never leaves the device. Audited on a schedule, tiered by trust, and mirrored to a signed transparency log.
Live brainsi
7
real today
Repos trackedi
15
live + demand
Files mappedi
20.7k
graph nodes
Code filesi
15.2k
excl. config/docs
Dependenciesi
43.1k
graph edges
Clustersi
63
modules
Avg freshnessi
100%
vs HEAD
Reproduciblei
100%
signed + verified
Livingdependency graph · top 80 of 2,496 nodes
langchain-ai/langchainjsTypeScript
Re-scored deterministically on every push. The graph is the blast-radius map an agent reads before it edits.
Impact reachi
1,719 files
Top blast radiusi
Fingerprinti
a635567059c5d4a0
Source→Local→Cloud→GitHub
Live brainDemand · needs parser
Track A · Live brains
JS/TS repos, parseable todayTrack B · Demand board
most-requested repos we can't build yet · vote to prioritizeollama/ollamaRequested
● GoStars 109k
Needs Go parser
langchain-ai/langchainRequested
● PythonStars 98k
Needs Python parser
vllm-project/vllmRequested
● PythonStars 31k
Needs Python parser
crewAIInc/crewAIRequested
● PythonStars 22k
Needs Python parser
Significant-Gravitas/AutoGPTRequested
● PythonStars 166k
Needs Python parser
huggingface/transformersRequested
● PythonStars 135k
Needs Python parser
geekan/MetaGPTRequested
● PythonStars 46k
Needs Python parser
marimo-team/marimoRequested
● PythonStars 8k
Needs Python parser