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neo-mem MCP Server

PTaljaard/neo-mem

Score: 51.9 Rank #4167 MCP Server
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Neo4j-backed GraphRAG memory for AI agents. Stores conversational facts with vector embeddings for semantic recall across sessions. Works with any agent via plugin or MCP server.

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Overview

PTaljaard/neo-mem is a Python MCP server licensed under Apache-2.0. Neo4j-backed GraphRAG memory for AI agents. Stores conversational facts with vector embeddings for semantic recall across sessions. Works with any agent via plugin or MCP server.

Ranked #4167 out of 24850 indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 16d ago

Last commit 16d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for PTaljaard/neo-mem
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Matched Queries

"mcp server""mcp-server"

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