memtrace-public

by syncable-dev · Python · ★ 218

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.

#agent-memory#ai-agents#bi-temporal-graph#claude-code#code-intelligence#code-search#coding-agents#cursor#developer-tools#knowledge-graph#llm#local-first#mcp#mcp-server#rag#rust#semantic-search#structural-memory#temporal-analysis#tree-sitter

Install

pip install git+https://github.com/syncable-dev/memtrace-public.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "memtrace-public": {
      "command": "uvx",
      "args": [
        "git+https://github.com/syncable-dev/memtrace-public.git"
      ]
    }
  }
}

From the README

Your agents deserve structural memory. 📖 Docs  ·  ⭐ Star us  ·  memtrace.io  ·  npm  ·  Discord Memtrace turns your codebase into a live knowledge graph that AI coding agents can query in milliseconds — every function, class, call edge, and version, across every session, without re-reading files or breaking things they can't see. Get your fleet on shared structural memory in under 90 seconds. Structural · zero LLM calls  ·  Bi-temporal · time-travel queries  ·  Replay-aware · zero blind refactors…

Read full README on GitHub →

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