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graphRAG-retrievers-agents MCP Server

SaharZargarzadeh/graphRAG-retrievers-agents

Score: 24.3 Rank #15126 Agent Framework
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🚀 Hands-on exploration of GraphRAG with Neo4j — building and comparing retrievers (Vector, Vector+Cypher, Text2Cypher) and wrapping them as conversational agent tools (Schema, Hybrid, Text2Cypher). Includes my custom router and evaluation workflow.

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Overview

SaharZargarzadeh/graphRAG-retrievers-agents is a Jupyter Notebook agent tool. 🚀 Hands-on exploration of GraphRAG with Neo4j — building and comparing retrievers (Vector, Vector+Cypher, Text2Cypher) and wrapping them as conversational agent tools (Schema, Hybrid, Text2Cypher). Includes my custom router and evaluation workflow.

Ranked #15126 out of 25022 indexed tools.

Ecosystem

Jupyter Notebook No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 11mo ago

Last commit 11mo ago → stale

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 None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 356 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

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AgentRank score for SaharZargarzadeh/graphRAG-retrievers-agents
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