memtrace-public — MCP Server by syncable-dev

by syncable-dev · MCP Server · ★ 196

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About memtrace-public

Your agents deserve structural memory. 📖 Docs &nbsp;·&nbsp; ⭐ Star us &nbsp;·&nbsp; memtrace.io &nbsp;·&nbsp; npm &nbsp;·&nbsp; Discord 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 &nbsp;·&nbsp; Bi-temporal · time-travel queries &nbsp;·&nbsp; Replay-aware · zero blind refactors <img src="https://img.shields.io/npm/v/memtrace?style=flat-square&color=00d4b8&log

agent-memoryai-agentsbi-temporal-graphclaude-codecode-intelligencecode-searchcoding-agentscursordeveloper-toolsknowledge-graph

Quick Facts

Stars196
Forks14
LanguagePython
CategoryMCP Server
Quality Score62.1365798559643/100
Open Issues2
Last Updated2026-06-22
Created2026-04-11
Platformsclaude-code, codex, mcp, python
Est. Tokens~18k

Compatible Skills

These tools work well together with memtrace-public for enhanced workflows:

  • superml — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
  • NanoCoder — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (55%)

memtrace-public alternative? Top 6 similar tools

Looking for a memtrace-public alternative? If you're comparing memtrace-public with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • octocode by Muvon · ⭐ 413

    Semantic code searcher and codebase utility

  • Ori-Mnemos by aayoawoyemi · ⭐ 311

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • omega-memory by omega-memory · ⭐ 170

    Persistent memory for AI coding agents

  • gitnexus-stable-ops by ShunsukeHayashi · ⭐ 54

    Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K edges, zero data loss. Docker,

  • octocode-mcp by bgauryy · ⭐ 838

    MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturall

  • memorix by AVIDS2 · ⭐ 521

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Wi

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Frequently Asked Questions

What is memtrace-public?

memtrace-public is Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.. It is categorized as a MCP Server with 196 GitHub stars.

What programming language is memtrace-public written in?

memtrace-public is primarily written in Python. It covers topics such as agent-memory, ai-agents, bi-temporal-graph.

How do I install or use memtrace-public?

You can find installation instructions and usage details in the memtrace-public GitHub repository at github.com/syncable-dev/memtrace-public. The project has 196 stars and 14 forks, indicating an active community.

What are the best alternatives to memtrace-public?

The top alternatives to memtrace-public on Agent Skills Hub include octocode, Ori-Mnemos, omega-memory. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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