chrlesur/live-memory

Live Memory MCP Server — Mémoire de travail partagée pour agents IA collaboratifs (Memory Bank as a Service)

What's novel

Live Memory MCP Server — Mémoire de travail partagée pour agents IA collaboratifs (Memory Bank as a Service)

Code Analysis

11 files read · 4 rounds

A production-ready MCP server that provides a shared 'Memory Bank' for collaborative AI agents by maintaining an append-only live note layer and an LLM-consolidated structured knowledge base stored on S3.

Strengths

Exceptional architectural clarity with strict separation of concerns (Storage, Auth, Consolidation, Graph). The 'surgical editing' consolidation pattern and dual-memory architecture (Live vs. Bank) solve real multi-agent context problems. Robust handling of S3-specific quirks (Dell ECS signatures) and concurrency via asyncio locks.

Weaknesses

Lack of a comprehensive unit test suite; only an E2E 'recipe' script is present, leaving edge cases like LLM JSON parsing failures or network interruptions during consolidation untested in isolation.

Score Breakdown

Innovation

7 (25%)

Craft

60 (35%)

Traction

6 (15%)

Scope

83 (25%)

Signal breakdown

Innovation

Not Fork+1

Code Novelty+2

Concept Novelty+2

Craft

Ci-2

Tests-3

Polish+0

Releases+5

Has License+0

Code Quality+26

Readme Quality+15

Recent Activity+7

Structure Quality+5

Commit Consistency+2

Has Dependency Mgmt+5

Traction

Forks+0

Stars+6

Hn Points+0

Watchers+0

Early Traction+0

Devto Reactions+0

Community Contribs+0

Scope

Commits+7

Languages+8

Subsystems+10

Bloat Penalty+0

Completeness+6

Contributors+5

Authored Files+12

Readme Code Match+3

Architecture Depth+7

Implementation Depth+8

Evidence

Commits

Contributors

Files

Active weeks

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

Forks

License

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