# Neo4j GraphRAG MCP Server

> Use this tool when you need to perform complex searches and queries on graph databases, such as vector search, fulltext search, and Cypher queries, to retrieve and manipulate data for GraphRAG applications. It enables large language models (LLMs) to interact with Neo4j databases, supporting write operations and multimodal image retrieval. Ideal for use cases requiring advanced data querying and retrieval capabilities in graph-based systems.

Canonical page: https://skillsregistry.net/skills/guerinjeanmarc-mcp-neo4j-graphrag  
JSON: https://api.skillsregistry.net/v1/skills/guerinjeanmarc-mcp-neo4j-graphrag

## Description

An MCP server that enables LLMs to perform vector search, fulltext search, combined search and Cypher queries, write operations, and multimodal image retrieval on Neo4j databases for GraphRAG applications.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gmuisfztxp)
- **Repository:** <https://github.com/neo4j-field/mcp-neo4j-graphrag>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "guerinjeanmarc-mcp-neo4j-graphrag"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/guerinjeanmarc-mcp-neo4j-graphrag` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/guerinjeanmarc-mcp-neo4j-graphrag/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt