Rediscovery every prompt
Dozens of file reads per task, repeated each conversation, billed in tokens.
For teams building with AI agents
Give agents the repo context they keep guessing at.
Agents re-crawl and guess at conventions every prompt. That burns tokens and shows up in review. Moxie serves conventions, docs, gaps, and commands over MCP - scoped and current.
MCP session
context-only→ get_conventions()
12 rules · paths cited
→search_docs("webhook")
top hit: billing webhook behavior
ready to write
Two scoped lookups, not 40 file reads
The problem
Sound familiar?
Conventions ignored
Agents guess patterns you already standardized - you fix it in review.
Wrong files in context
Stuffing the repo is expensive and still misses house rules.
The fix
What agents get over MCP
Scoped lookups, not 40 reads
Conventions and docs on demand - structured and source-cited.
Right the first time
House rules and boundaries up front, not inferred from a partial crawl.
Docs with the change
Matching doc updates can land in the same PR as the code work.
FAQ
Questions, answered
Get started
See what the first index finds.
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