How do I install the neocoder neo4j ai workflow mcp server?

This profile does not contain a verified copy-paste launch configuration. Follow the current project documentation to confirm the runtime, entry point, transport and authentication before registering it in your client.

What credentials does it need?

It reads `NEO4J_URL`, `NEO4J_USERNAME`, `NEO4J_PASSWORD`, `NEO4J_DATABASE`, `LOG_LEVEL`, `MCP_TRANSPORT`, `PYTHONUNBUFFERED` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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NeoCoder Neo4j Ai Workflow MCP Server

An MCP server implementation that enables AI assistants like Claude to use a Neo4j knowledge graph as their primary, dynamic "instruction manual" and

Local serverstdioPython

What is the NeoCoder Neo4j Ai Workflow MCP Server?

An MCP server implementation that enables AI assistants like Claude to use a Neo4j knowledge graph as their primary, dynamic "instruction manual" and project memory for standardized coding workflows.

What NeoCoder Neo4j Ai Workflow does

NeoCoder implements a revolutionary Context-Augmented Reasoning system that goes far beyond traditional RAG (Retrieval-Augmented Generation) by combining:

Requirements

Neo4j: Running locally or remote instance (for structured knowledge graphs) - Qdrant: Vector database for semantic search and embeddings (for hybrid reasoning) - Python 3.10+: For running the MCP server - uv: The Python package manager for MCP servers - Claude Desktop: For using with Claude AI - MCP-Desktop-Commander

Practical notes

Maintained by angrysky56, written in Python.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
propose_tool	Propose a new tool for the NeoCoder system
request_tool	Request a new tool feature as a user
get_tool_proposal	Get details of a specific tool proposal
get_tool_request	Get details of a specific tool request
list_tool_proposals	List all tool proposals with optional filtering
list_tool_requests	List all tool requests with optional filtering

How to install the NeoCoder Neo4j Ai Workflow MCP Server

{
  "mcpServers": {
    "neocoder": {
      "command": "uv",
      "args": [
        "--directory",
        "/your-path-to/NeoCoder-neo4j-ai-workflow",
        "run",
        "mcp_neocoder"
      ],
      "env": {
        "NEO4J_URL": "bolt://localhost:7687",
        "NEO4J_USERNAME": "neo4j",
        "NEO4J_PASSWORD": "YOUR_NEO4J_PASSWORD",
        "NEO4J_DATABASE": "neo4j",
        "LOG_LEVEL": "INFO",
        "MCP_TRANSPORT": "stdio",
        "PYTHONUNBUFFERED": "1"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

Neo4j: Running locally or remote instance (for structured knowledge graphs) - Qdrant: Vector database for semantic search and embeddings (for hybrid reasoning) - Python 3.10+: For running the MCP server - uv: The Python package manager for MCP servers - Claude Desktop: For using with Claude AI - MCP-Desktop-Commander

Variable	Description	Required
NEO4J_URL	Declared in the maintainer’s client configuration.	Check documentation
NEO4J_USERNAME	Declared in the maintainer’s client configuration.	Check documentation
NEO4J_PASSWORD	Declared in the maintainer’s client configuration.	Check documentation
NEO4J_DATABASE	Declared in the maintainer’s client configuration.	Check documentation
LOG_LEVEL	Declared in the maintainer’s client configuration.	Check documentation
MCP_TRANSPORT	Declared in the maintainer’s client configuration.	Check documentation
PYTHONUNBUFFERED	Declared in the maintainer’s client configuration.	Check documentation

Example prompts to try

“Use NeoCoder Neo4j Ai Workflow to Prerequisites.”
“Use NeoCoder Neo4j Ai Workflow to Installation.”

Frequently asked questions

An MCP server implementation that enables AI assistants like Claude to use a Neo4j knowledge graph as their primary, dynamic "instruction manual" and project memory Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.