MCP Memory Service
Open-source persistent memory backend for AI agent pipelines with REST API, knowledge graph, and autonomous consolidation.
What is MCP Memory Service?
MCP Memory Service is an open-source persistent memory backend for AI agent pipelines and AI assistants. It solves the problem of AI assistants forgetting context between sessions by providing a shared, searchable memory store that survives across chat restarts and agent runs. It enables agents to store decisions, share knowledge graphs, and retrieve relevant context in milliseconds without relying on cloud APIs.
Developers building multi-agent AI systems with frameworks like LangGraph, CrewAI, or AutoGen, as well as users of AI coding assistants (Claude Code, Cursor) who want persistent memory across sessions. It's also for teams needing a self-hosted, privacy-focused memory layer for AI workflows.
Developers choose MCP Memory Service because it offers a fully open-source, self-hostable alternative to proprietary memory services with zero API costs. Its unique combination of a knowledge graph, local embeddings, and Remote MCP support for claude.ai browser provides both powerful agent capabilities and seamless integration with popular AI tools.
Overview
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Use Cases
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