memtrace-public

Memory 467 stars Resource

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.

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GitHub stars 467

LicenseNOASSERTION

Primary languagePython

Last push2026-08-20T12:12:36Z

Maintainersyncable-dev

Added to this directory2026-08-17

About this project

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

More about this project

🧭 Run a fleet of coding agents on the same repo without merge hell. Each agent reads the same call graph, sees the same blast radius, inherits the same temporal history. No collisions. No stale context.

🔁 Replay any refactor with full causal awareness. Agents see exactly what depends on what, and what changed when. No more “I refactored a function and 14 tests broke that nobody saw.”

⚡ Index a 50k-file repo in under 90 seconds. Rust + Tree-sitter, $0 in API costs, 20+ languages plus framework-aware scanners (Vapor, Lapis, Kong, GitHub Actions, Terraform, RLS policies, …), fully local. Your code never leaves your machine.

🆕 LeanCTX Native — compressed reads, smart trees, and a value ledger. Four new compression modes on get_source_window, single-call directory maps, a real-time token-savings dashboard, and an opt-in adaptive learner that beats the static table by about 14%.

Project FAQ: memtrace-public

What is memtrace-public?

memtrace-public is a DeepSeek Harness ecosystem resource maintained by syncable-dev. 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.

Where can I get memtrace-public?

Source code and usage instructions are available at https://github.com/syncable-dev/memtrace-public. Follow the repository README for the correct setup steps.

Is memtrace-public free?

memtrace-public is a community open-source project released under the NOASSERTION license. Review the repository license and documentation before use.