Tools & ProjectsNovember 05, 2026
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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
Ein Gedächtnis für alle KI-Agenten
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🔥 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.
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