Tools & ProjectsNovember 05, 2026
3
🌱
One Memory to Rule All Agents
The mcp-memory-service provides AI agents with a shared memory featuring retrieval times of about five milliseconds and can be self-hosted.
#MCP#memory#agents#knowledge-graph#open-source
🔥 What happened
An open-source project called mcp-memory-service now offers a self-hosted memory backend for AI agents. Agents store decisions and share knowledge graphs via REST, MCP, and OAuth — with zero cloud lock-in.
💡 Why it matters
Instead of starting from scratch each run, agents retrieve prior decisions in 5 milliseconds. That kills the annoying re-explaining of architecture and saves real API costs — a game-changer for LangGraph, CrewAI, and AutoGen.
⚡ Our take
Finally, the memory mess of Redis, Pinecone, and glue code is over. If you're not switching to a shared memory store now, you're burning money and patience.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions — when in doubt, read the linked original source.
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