Persistent graph-backed conversational memory for AI agents.
uvx waggle-mcp{
"WAGGLE_TRANSPORT": "stdio",
"WAGGLE_BACKEND": "sqlite",
"WAGGLE_DB_PATH": "~/.waggle/memory.db",
"WAGGLE_DEFAULT_TENANT_ID": "local-default",
"WAGGLE_MODEL": "all-MiniLM-L6-v2"
}Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.
{
"mcpServers": {
"io-github-abhigyan-shekhar-waggle-mcp": {
"command": "uvx",
"args": [
"waggle-mcp"
],
"env": {
"WAGGLE_TRANSPORT": "stdio",
"WAGGLE_BACKEND": "sqlite",
"WAGGLE_DB_PATH": "~/.waggle/memory.db",
"WAGGLE_DEFAULT_TENANT_ID": "local-default",
"WAGGLE_MODEL": "all-MiniLM-L6-v2"
}
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonNo remote HTTP endpoint is advertised. Use the package or stdio setup shown in Install.
Waggle-mcp is an MCP server for Persistent graph-backed conversational memory for AI agents.. It supports STDIO transport.
Use the generated config in Install. This server runs with uvx waggle-mcp; add any required environment variables before starting your client.
Choose the Claude Desktop tab in Install and copy the config for uvx waggle-mcp. Add required environment variables before starting Claude Desktop.
Choose the Claude Code tab in Install and copy the config for uvx waggle-mcp. Add required environment variables before starting Claude Code.
Choose the Codex tab in Install and copy the config for uvx waggle-mcp. Add required environment variables before starting Codex.
Choose the Cursor or VS Code tab in Install and copy the config for uvx waggle-mcp. Add required environment variables before starting Cursor or VS Code.
Waggle-mcp uses STDIO transport. Use the package or command config in Install.
Waggle-mcp inventory is listed when the MCP endpoint exposes tools, resources, or prompts. Some servers require auth first.
Waggle-mcp does not advertise a verified auth requirement. If discovery fails, it may still need provider login, an API key, a bearer token, or a session header.
| Package | Registry | Version | Inputs |
|---|---|---|---|
waggle-mcpstdio | pypi | 0.1.8 | Env: WAGGLE_TRANSPORT Env: WAGGLE_BACKEND Env: WAGGLE_DB_PATH Env: WAGGLE_DEFAULT_TENANT_ID Env: WAGGLE_MODEL |