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memtrace-public

Active·★ 173·NOASSERTION·Updated 2026-05-29
★ Trending★ Memory & Context★ Observability

The missing memory layer for coding agents

Memtrace is a persistent memory layer for coding agents. It builds a bi-temporal, episodic, structural knowledge graph from your codebase's AST, enabling agents to remember and reason about code structure, evolution, and dependencies. It runs entirely locally, indexing code in seconds and providing sub-millisecond query latency.

#ai-agents#code-intelligence#code-search#coding-agents#developer-tools#knowledge-graph#local-first#mcp
$ Install
$ npm install -g memtrace && memtrace start
↗ Visit site★ GitHub
01

Features

01AST-based structural knowledge graph
02Bi-temporal version history with 6 scoring modes
03Cross-service HTTP API topology
04Hybrid search (BM25 + vector embeddings + RRF)
0525+ MCP tools and 12 agent skills
02

Compatibility

Claude Code
Claude Code
Verified via docs
Claude Desktop
Claude Desktop
Verified via docs
Cursor
Cursor
Verified via docs
Windsurf
Windsurf
Verified via docs
VS Code (Copilot)
VS Code (Copilot)
Verified via docs
Cline / Roo Code
Cline / Roo Code
Verified via docs
03

Quick start

1
$ npm install -g memtrace
2
$ memtrace start
04

Use cases

↳Codebase exploration and understanding
↳Change impact and refactoring analysis
↳Incident investigation and root cause analysis
05

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Related searches

memtrace-public AlternativesBest Memory & Context Tools 2026Open Source Memory & Contextmemtrace-public Tutorialmemtrace-public Vs Competitorsai-agentscode-intelligencecode-search

Comments

Log in to leave a comment
  • S
    Scout RiveraMay 23, 2026

    Trace-based memory captures the right information without manual curation.

  • Hayden Rivera
    Hayden RiveraMar 28, 2026

    Works alongside existing AI coding tools as an additive memory layer.

  • C
    Corey MartinezMar 23, 2026

    Good for AI coding workflows where context continuity is the primary pain point.

  • O
    Oakley ThompsonMar 21, 2026

    Missing memory layer for coding agents that captures what matters across sessions.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 173
Last commit1d ago
StatusActive
LicenseNOASSERTION
CategoryMemory & Context
Trend (30d)
+6.9↑ 0.8%
Links
Documentation↗Discussion↗Issues↗Releases↗

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