Parse every function. Trace every relationship. Remember every decision.
80-99% fewer tokens. Zero file re-reading. One command install.
Paste a GitHub URL. Get ISO 25010 health grades, cyclomatic complexity heatmaps, Halstead difficulty metrics, CISQ compliance scores, technical debt estimates, and a security audit — all client-side.
Paste a GitHub URL. We scan for 116 secret patterns — AWS keys, Stripe tokens, JWTs, private keys — plus dependency vulnerabilities via Google's OSV.dev. All client-side, nothing leaves your browser.
Every function, class, and relationship in the codebase — indexed, connected, and interactive. Click any node to inspect it. Search any file. Filter by type. This is what AI Mind Map sees.
Industry research shows ~42% of all tokens consumed by AI coding agents are pure waste — repeated file reads, re-discovering architecture that hasn't changed, re-debating decisions already made.
average token reduction
Tree-sitter parses every file into a knowledge graph. Functions, classes, imports, relationships — all stored in SQLite.
50+ smart MCP tools give precise answers. Signatures in 50 tokens. Full traces in 200. Your agent stops reading, starts knowing.
Decisions, patterns, and context persist across every session. The AI that worked with you yesterday remembers everything.
4,977 real nodes. 12,146 real edges. Your entire codebase as a living, queryable graph — every function, class, import, and relationship indexed by Tree-sitter across 30+ languages. Not a summary. The real thing.
10 memory categories. Architecture decisions that survive session breaks. Context that compounds over time.
One call replaces reading 10 files. Signatures, callers, callees, layers — all in 200 tokens.
Symbol-level diffs. Know which functions changed — not just which files. Git-aware, chokidar real-time.
50-98% compression. 9 content types. Build logs, stack traces, test output — intelligently reduced.
Teach it your patterns. It learns, persists per-project in SQLite, and applies them automatically.
3-tier disclosure. Signatures first, full code on demand. Token budget managed automatically.
The graph explorer on this site does not use fake demo data. It shows the real knowledge graph of the ai-mind-map codebase — 120 of its most connected functions and classes, with 300 real relationships, extracted live from its own SQLite database.
One command. Auto-detects your agent. No config files.