memory graph
pipStandardMemory Graph is a graph database-based MCP server for AI agents. It stores and retrieves data as nodes and relationships, allowing agents to track connections between code, functions, and variables. It connects to Neo4j for graph storage and provides tools for querying and updating the graph. Developers use it to build agents that understand and manipulate code structure.
144670Updated 1 month ago
Overview
Memory Graph is a graph database-based MCP server for AI agents. It stores and retrieves data as nodes and relationships, allowing agents to track connections between code, functions, and variables. It connects to Neo4j for graph storage and provides tools for querying and updating the graph. Developers use it to build agents that understand and manipulate code structure.
Installation
1Install the package
pip
pip install memory-graph2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"memory-graph-memory-graph-github": {
"command": "uvx",
"args": [
"pip install memory-graph"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from memory graph?"
Prerequisites
- Python 3.10 or higher
- pip or uv package manager
- Claude Desktop or Claude API access
Configuration
No configuration required. This server works out of the box.
Usage Examples
List Resources
"What resources are available in memory graph?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in memory graph"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in memory graph with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with memory graph
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