by syncable-dev · MCP Server · ★ 273
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.
| Stars | 273 |
| Forks | 24 |
| Language | Python |
| Category | MCP Server |
| Quality Score | 62.1365798559643/100 |
| Open Issues | 5 |
| Last Updated | 2026-07-08 |
| Created | 2026-04-11 |
| Platforms | claude-code, codex, mcp, python |
| Est. Tokens | ~18k |
These tools work well together with memtrace-public for enhanced workflows:
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memtrace-public is Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.. It is categorized as a MCP Server with 273 GitHub stars.
memtrace-public is primarily written in Python. It covers topics such as agent-memory, ai-agents, bi-temporal-graph.
You can find installation instructions and usage details in the memtrace-public GitHub repository at github.com/syncable-dev/memtrace-public. The project has 273 stars and 24 forks, indicating an active community.