mcp-memory-service and ogham-mcp

mcp-memory-service
70
Verified
ogham-mcp
47
Emerging
Maintenance 22/25
Adoption 10/25
Maturity 16/25
Community 22/25
Maintenance 13/25
Adoption 9/25
Maturity 11/25
Community 14/25
Stars: 1,504
Forks: 215
Downloads: —
Commits (30d): 163
Language: Python
License: Apache-2.0
Stars: 82
Forks: 11
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
No Package No Dependents
No Package No Dependents

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 ogham-mcp

ogham-mcp/ogham-mcp

Shared memory MCP server — persistent, searchable, cross-client

This project provides a persistent, searchable memory for your AI coding agents. It helps developers avoid repeating themselves by allowing agents to share context, past decisions, and architectural patterns across different tools like Claude Code, Cursor, or OpenCode. You feed it your code, debugging issues, and project details, and your agents can recall them later, no matter which client they are using.

AI-coding-assistant developer-tools software-development context-management agentic-workflow

Related comparisons

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