Models & MCPPlugin

memtrace-public

syncable-dev/memtrace-public

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

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Stars: 465
Forks: 41
Issues: 20
Update: 62 days

REVIEW SCORECARD

Review Scorecard

7.3/10Average

License compliance6.0

Engineering quality7.9

Content completeness8.0

Repository scale7.0

Maintenance activity8.0

✓ No risk detected · Automated scan results are for reference only, not an official endorsement

AI DEEP REVIEW

Worth AI Review

7.8/10Consider

Strong structural-memory plugin for coding agents, but proprietary licensing and unclear install path warrant caution be

Code quality8

README cites a reproducible benchmark suite with ground truth from Python's ast and pyright LSP, plus versioned benchmark reports, indicating engineering rigor, though no CI or test details are visible.

Security7

Install uses npx and a GitHub plugin add command, and the README claims fully local operation with no code leaving the machine, but the NOASSERTION license and private-beta status leave some risk unverified.

Utility9

Solves a real pain point for multi-agent coding workflows by providing a bi-temporal call graph with blast-radius and time-travel queries, backed by concrete latency and accuracy comparisons.

Maintenance8

Last updated 2026-08-20 with active release history, changelog, and versioned benchmarks, indicating ongoing maintenance despite private-beta status.

Documentation7

README links to official docs, getting-started guide, changelog, Discord, and a dedicated DSH plugin repo, but the primary install command is listed as unknown and setup details are split across external sites.

Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.

PROJECT READMEREADMEExpandCollapse

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VALIDATION LADDER

Validation progress

Structure check pending

01Store discoveryPassed

02ClassificationPassed

03Structure checkPending

04Sandbox validationPending

FAQ

Frequently Asked Questions

What is memtrace-public used for?

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

How popular is memtrace-public?

memtrace-public has 465 stars and 41 forks on GitHub, last updated 2026-08-20.

Is memtrace-public compatible with DeepSeek Harness?

memtrace-public is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.

CLASSIFICATION EVIDENCE

Classification evidence

Project typePlugin

Feature categoryModels & MCP

Rule confidenceHigh

The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:agent-memory、claude-code、code-intelligence、code-search、coding-agents、knowledge-graph、mcp、mcp-server、semantic-search、structural-memory。

memtrace-public

Review Scorecard

Worth AI Review

Project topics

Validation progress

Frequently Asked Questions

Classification evidence

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