syncable-dev/memtrace-public
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
Loading star history...
Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 8 days ago, with 2 contributors on GitHub.
Use Cases & Benefits
- Provides a bi-temporal structural memory graph for AI coding agents to query codebases with full version history and causal awareness without LLM calls.
- Enables ultra-fast, zero-cost indexing and querying of large codebases with precise temporal and structural context, avoiding stale or conflicting agent states.
- Use for running multiple AI coding agents on the same repository simultaneously without merge conflicts or stale context issues.
- Use for performing impact analysis and replaying refactors with full causal awareness to identify breaking changes before they occur.
- Use for building advanced code search and exploration tools that leverage temporal evolution, API topology, and structural relationships across 20+ languages.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Other
GitHub could not identify this license; read the LICENSE file before depending on it.
Community files
- README: present
- Contributing guide: present
Watch-outs
- License not identified by GitHub; read the LICENSE file before depending on it.
General guidance from repository metadata, not legal advice. How we score
From the README
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
🧭 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, real-time token-savings dashboard, and an opt-in adaptive learner that beats the static table by ~14%. Full breakdown:docs/leanctx-native.md. Available in v0.3.57+.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
45+5
Open issues
24+14
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| milind-soni/OpenMausBot | 13.5K | +6.0K | 45 | today |
| HKUDS/DeepTutor | 55.5K | +5.5K | 65 | 5 days ago |
| syncable-dev/memtrace-public | 509 | — | 33 | 8 days ago |
| Category median | 55.5K | +6.6K | 40 | — |
Discover Repositories
Search across tracked repositories by name or description