The Memory MCP server manages knowledge graphs for AI agents. It provides tools to create, update, and query graphs. It connects to vector databases for semantic search and integrates with AI assistants for context-aware interactions. Developers use it to build AI systems with persistent, structured knowledge.
The Memory MCP server manages knowledge graphs for AI agents. It provides tools to create, update, and query graphs. It connects to vector databases for semantic search and integrates with AI assistants for context-aware interactions. Developers use it to build AI systems with persistent, structured knowledge.
Add this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"okooo5km-memory-mcp-server-github": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-okooo5km-memory-mcp-server-github"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from memory?"
No configuration required. This server works out of the box.
"What resources are available in memory?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in memory"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in memory with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.