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MahoRAGa
Persistent graph-powered memory for AI agents using Kuzu embedded database.
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About
Persistent graph-powered memory for AI agents using Kuzu embedded database.
Example tools
Illustrative tool names — the actual tool set is defined by the server at runtime.
query
Run a read-only SQL query
list_tables
List tables in the connected database
describe_table
Return column info for a table
Screenshots
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Frequently Asked Questions
Common questions about MahoRAGa.
- What is MahoRAGa used for?
- MahoRAGa provides persistent, graph-powered memory for AI agents. It leverages the Kuzu embedded database to store and manage agent memories, enabling rich, interconnected data representations for AI applications.
- How can I integrate MahoRAGa with an MCP client like Claude Desktop?
- MahoRAGa uses stdio for transport, meaning it communicates via standard input/output. You would typically configure your MCP client to launch the MahoRAGa executable and interact with its standard streams, but specific client integration steps depend on the client's MCP plugin system.
- Does MahoRAGa require API keys or other credentials?
- No, MahoRAGa uses 'none' for its authentication type. It does not require API keys, OAuth, or other external credentials for operation.
- What database technology does MahoRAGa utilize?
- MahoRAGa uses the Kuzu embedded database for its persistent storage. Kuzu is a high-performance graph database optimized for analytical workloads, providing the underlying structure for MahoRAGa's graph-powered memory.
- Are there any specific prerequisites or limitations for using MahoRAGa?
- MahoRAGa is designed for persistent memory with AI agents. A potential limitation is scalability for extremely large-scale, distributed AI systems; performance may depend on the Kuzu database's embedded environment and resource availability.
- What is the licensing model for MahoRAGa?
- MahoRAGa's licensing details are typically found within its repository or documentation. As an open-source project, it will likely adhere to a common open-source license, but you should consult the project's GitHub repository for definitive information.
Install MahoRAGa
Claude Desktop
Add this to claude_desktop_config.json.
{
"mcpServers": {
"mahoraga": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-mahoraga"
]
}
}
}Cursor
Add this to ~/.cursor/mcp.json.
{
"mcpServers": {
"mahoraga": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-mahoraga"
]
}
}
}VS Code
Add this to your workspace settings.json.
{
"mcp.servers": {
"mahoraga": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-mahoraga"
]
}
}
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