Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
mcp-memory-service is a standout mcp server — with 1.5k GitHub stars and growing adoption, capabilities like api-integration, memory, workflow, and native support for Python API.
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