brianchilders/memory-mcp

Local semantic memory + time-series intelligence layer for AI abilities. Runs on Ollama — no cloud, no API keys. Gives your AI a persistent, searchable, self-improving memory backed by SQLite.

24
/ 100
Experimental
No Package No Dependents
Maintenance 13 / 25
Adoption 2 / 25
Maturity 9 / 25
Community 0 / 25

How are scores calculated?

Stars

2

Forks

—

Language

Python

License

MIT

Category

agent-memory-systems

Last pushed

Mar 27, 2026

Commits (30d)

0

GitHub
Agent Memory Systems · 122 tools

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/brianchilders/memory-mcp"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Featured in

Agent Memory in 2026: What Actually Works for Persistent AI We Audited crewAI's AI Dependencies: Here's What the Data Says

Higher-rated alternatives

MemoriLabs/Memori

SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems

90

volcengine/OpenViking

OpenViking is an open-source context database designed specifically for AI Agents(such as...

87

zjunlp/LightMem

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

74

mem0ai/mem0

Universal memory layer for AI Agents

72

memodb-io/memobase

User Profile-Based Long-Term Memory for AI Chatbot Applications.

72

Explore RAG Tools

All categories Trending RAG directory Insights