Module-level dependency graph analyzer for Python, Ruby, Go, and Rust
CLI for plotnik - typed query language for tree-sitter AST
AI-powered knowledge graph builder - transform code, docs, papers into queryable graphs
Fast, AST-based code-navigation: shape, public API, deps & call graphs, hybrid semantic search, structural rewrite, and log squeezing. MCP server included.
Spends CPU cycles so you don't spend tokens. The LLM gets a briefing packet instead of a flashlight in a dark room.
Crystal clear code insights - Fast code metrics analyzer
Graph-powered code analysis CLI. 110 detectors for security, architecture, bus factor, and code quality.
Persistent memory engine for AI coding assistants
Shared types, traits, and errors for the Codemem memory engine
Candle-based embedding service for Codemem using BAAI/bge-base-en-v1.5
SQLite persistence layer for Codemem
Harness-native Rust MCP server for code intelligence with generated surface governance, hybrid retrieval, and mutation-gated workflows