graph-memory-mcp MCP Server
river-ai-lab/graph-memory-mcp
[](https://agentrank-ai.com/tool/river-ai-lab--graph-memory-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Semantic, persistent knowledge graph memory for LLM-based and multi-agent systems, exposed via the Model Context Protocol (MCP).
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
river-ai-lab/graph-memory-mcp is a Python MCP server licensed under MIT. Semantic, persistent knowledge graph memory for LLM-based and multi-agent systems, exposed via the Model Context Protocol (MCP).
Ranked #21700 out of 24846 indexed tools.
Ecosystem
Score Breakdown
6 stars → early stage
Last commit 1mo ago → recently updated
0/1 issues closed → many open issues
2 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
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