The memory layer that gets better as you use it. What broke, why, what depended on what, even the "push this to Wednesday" kind of thing that never makes it into any doc. No one has to write it down.
A local, multi-repo code graph for your coding agent.
Point it at the repos you work on. koragraph reads them with tree-sitter, resolves calls, imports, inheritance, and cross-service edges, mines git history for what changes together, and remembers what you teach it. All local. No LLM, no cloud, no tokens.
Two planes, drawn together. Run koragraph serve for the whole repository's backbone, or koragraph serve --focus for one symbol's neighbourhood, and open the local page it prints:
The cool nodes are your code — declarations, and the calls, imports and cross-repo edges between them. The gold diamonds are koragraph's memory — the hazards, rules and corrections it has learned, each linked to the exact declaration it is about. One self-contained page, rendered locally; no network, no external assets.
koragraph anchors facts to the declaration they're about, in a durable SQLite store (~/.koragraph/practice.db). Rename the code, the fact follows. Delete it, the fact orphans. No CLAUDE.md to maintain by hand.
Already have a CLAUDE.md or AGENTS.md? Tell any coding agent:
It imports your instructions into memory, flags rules that reference code that's already gone, and supersedes rather than duplicates on a re-run.
Nine MCP tools. Every one returns file:line, not pasted source. detail: concise full on every call, concise by default. One tool writes.
Tool What it's for ------ explore Symbol or plain English. Ranked declarations plus source, callers, callees. blastradius Run before editing. What depends on this, and what has no test coverage. searchcode Locate a name in the
From the project README.
Add the radar badge to your README — it shows your project was picked up by MCP Radar and links to this page:
[](https://mcp.liqiwa.com/s/Koragraph--KoragraphMCP.html)
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