← Back to leaderboard
/100
Unscored ○ Unscored 00

celiums-memory

Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io)

LangChain OpenAI PostgreSQL Qdrant
Unscored visibility — 0/0 applicable dimensions scored
○ Schema Quality ○ Protocol — Reliability ○ Docs & Maintenance ○ Security Hygiene — Schema Interpretability
A remote probe is needed for Protocol and Reliability scores.
Schema Quality
25% weight
Protocol Compliance
20% weight
Reliability
20% weight
Docs & Maintenance
15% weight
Security Hygiene
20% weight
30-Day Trend

30-Day Uptime

30 days ago Today
Embed Badge

Add this to your README to display your MCP Scoreboard grade:

MCP Score Badge
[![MCP Score](https://www.mcpscoreboard.com/badge/d662ff69-0da6-434c-b000-f19ad8aa0a9b.svg)](https://www.mcpscoreboard.com/server/d662ff69-0da6-434c-b000-f19ad8aa0a9b/)