Better Code Review Graph runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 3 Nov 2026.
Token-efficient code review knowledge graph: semantic search and call-graph resolution.
We read the source, 10 h ago · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
proc = subprocess.run(
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Token-efficient code review knowledge graph: semantic search and call-graph resolution.
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
AI-powered code indexer with semantic search and knowledge graphs
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
AST-based semantic code search; results ship with their call graph (calls + callers).
Local code search for agents: symbols, usages, call graph, AST patterns, grep and semantic search
Token-efficient MCP server for codebase search, NuGet decompilation, and deep PDF reading.
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
Answers built from our own checks of this server.