memtrace-public
View on GitHubStructural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
An MCP-native code knowledge graph for AI coding agents. It indexes repositories locally with Tree-sitter and exposes symbol search, dependency and impact analysis, and temporal history without requiring LLM calls.
Use Cases
Give coding agents persistent structural memory of a codebaseFind code and symbols with hybrid searchTrace callers, dependencies, and cross-service API relationshipsAssess the blast radius of code changesReview symbol history and temporal changesIdentify dead code and complexity hotspots
Built With
- Language
- Python
- Frameworks
- Model Context Protocol · Tree-sitter · Tantivy
Tags
agent memory · MCP server · code intelligence · knowledge graph · bi-temporal graph · code search · semantic search · Tree-sitter · local-first · impact analysis · temporal analysis · coding agents