m1nd logo
m1nd
★ 23
vs
memtrace-public logo
memtrace-public
★ 504

m1nd vs memtrace-public

m1nd: m1nd is a local MCP runtime that ingests repositories, documentation, history, and runtime signals into a graph, enabling coding agents to perform structural retrieval, change reasoning, document grounding, operations, and continuity without rebuilding context on every step.; memtrace-public: 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.

01

TL;DR

m1nd logo
m1ndDev Tooling · ★ 23

Understanding an unfamiliar codebase's structure and dependencies

memtrace-public logo
memtrace-publicMemory & Context · ★ 504

Codebase exploration and understanding

02

Side-by-Side Comparison

Field
m1nd logom1nd
memtrace-public logomemtrace-public
Category
Dev Tooling
Memory & Context
Stars
★ 23
★ 504
License
MIT
NOASSERTION
Install Command
npm install -g @maxkle1nz/m1nd@beta
npm install -g memtrace && memtrace start
Updated
6d ago
1d ago
Open Source
Yes
Yes
Tags
agent-tools, ai-agents, code-analysis
ai-agents, code-intelligence, code-search
03

Features

m1nd logom1nd
01Structural retrieval and navigation via a local graph
02Change reasoning with blast radius, co-change prediction, and plan validation
03Document grounding with universal and graph-native ingestion
04Operations including audits, monitoring, alerts, and recovery
05Continuity across sessions, branches, and repos with perspectives and trails
memtrace-public logomemtrace-public
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
04

Use Cases

m1nd logom1nd
↳Understanding an unfamiliar codebase's structure and dependencies
↳Planning and validating risky code changes with impact analysis
↳Maintaining context across long-running agent sessions
memtrace-public logomemtrace-public
↳Codebase exploration and understanding
↳Change impact and refactoring analysis
↳Incident investigation and root cause analysis
05

Best For

m1nd logom1nd
—
memtrace-public logomemtrace-public
Trending
FAQ

FAQ

What is the difference between m1nd and memtrace-public?
Both m1nd and memtrace-public are in the Dev Tooling category. m1nd has 23 stars, while memtrace-public has 504 stars.
Which is better, m1nd or memtrace-public?
The best choice depends on your use case. Choose m1nd if Understanding an unfamiliar codebase's structure and dependencies, and memtrace-public if Codebase exploration and understanding.
Is m1nd free or open source?
Yes, m1nd is open source on GitHub (MIT).
Is memtrace-public free or open source?
Yes, memtrace-public is open source on GitHub (NOASSERTION).
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