mcp-memory-service and memento-mcp

These tools are ecosystem siblings where the first project, `doobidoo/mcp-memory-service`, provides the open-source backend persistent memory service with a REST API and knowledge graph capabilities, while `gannonh/memento-mcp` is a client or related system designed to leverage such a knowledge graph memory system for LLMs.

mcp-memory-service
70
Verified
memento-mcp
61
Established
Maintenance 22/25
Adoption 10/25
Maturity 16/25
Community 22/25
Maintenance 6/25
Adoption 10/25
Maturity 25/25
Community 20/25
Stars: 1,504
Forks: 215
Downloads:
Commits (30d): 132
Language: Python
License: Apache-2.0
Stars: 408
Forks: 63
Downloads:
Commits (30d): 0
Language: TypeScript
License: MIT
No Package No Dependents
No risk flags

About mcp-memory-service

doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

This service provides a shared, persistent memory for AI agents, allowing them to retain information and learn across different tasks and sessions. It takes in decisions and facts from various agents, organizing them into a knowledge graph. The output is fast, relevant context that helps agents make better decisions, suitable for anyone building or managing multi-agent AI systems, like AI solution architects or AI product managers.

AI agent orchestration AI memory management Knowledge graph for AI Multi-agent systems AI workflow persistence

About memento-mcp

gannonh/memento-mcp

Memento MCP: A Knowledge Graph Memory System for LLMs

This system helps large language models (LLMs) remember information over time, similar to a sophisticated long-term memory. It takes in facts, observations, and relationships, organizing them into a dynamic 'knowledge graph.' The output is a more informed LLM that can recall past interactions and contextual details, making it useful for developers building advanced AI applications.

AI development LLM applications knowledge management semantic search contextual AI

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