Graphicle AI released Graphicle, a Rust program for code graph and memory. It indexes repositories and builds a code graph for agents to query. It works with Claude Code, Cursor, Codex and any MCP client. It runs locally with no API key, account or telemetry. It connects agents via MCP and syncs changes before answering. It provides cited excerpts from code, docs and past sessions. It includes a web app for browsing and approving memories. It supports multi-repository workspaces. It offers commands like setup, ask, open, graph and doctor. It benchmarks faster than Graphify on large codebases.
What it unlocks
Coding agents can query a local code graph and project memory with cited excerpts.
- 31,000 files indexed in 3 min 18 s
- 26 min 38 s for Graphify on same task
- 256,329 nodes and 1,400,392 edges in Kubernetes graph
- 7.5 s vs 72.8 s on Django extract
What you need to act on it
- a local install
- MCP-compatible agent
Sources