MCP server for external memory layer for AI agents + more . Download from pypi , and get started
Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Claude Desktop
Claude Code
Cursor
Add to claude_desktop_config.json:
{
"mcpServers": {
"waggle-mcp": {
"command": "uvx",
"args": [
"waggle-mcp"
]
}
}
}📋 Copy
Run in terminal:
claude mcp add waggle-mcp uvx waggle-mcp📋 Copy
Add to .cursor/mcp.json:
{
"mcpServers": {
"waggle-mcp": {
"command": "uvx",
"args": [
"waggle-mcp"
]
}
}
}📋 Copy
Or install with pip: pip install waggle-mcp
README Excerpt
<p align="center"> <strong>waggle-mcp</strong> </p> <p align="center"> <strong>Persistent memory that remembers decisions, reasons, and contradictions across sessions.</strong><br/> Your AI forgets everything when the context window closes. Waggle gives it a graph-backed brain that persists. </p> <p align="center">
Tools (20)
PreCompact Stop UserPromptSubmit WAGGLE_DB_PATH WAGGLE_RECURSIVE_CONTEXT_DEFAULT_BUDGET WAGGLE_RECURSIVE_CONTEXT_DEFAULT_DEPTH WAGGLE_RECURSIVE_CONTEXT_ENABLED WAGGLE_RECURSIVE_CONTEXT_INCLUDE_EVIDENCE WAGGLE_RECURSIVE_CONTEXT_MAX_SUBQUERIES aggregate_graph canonicalize_node close_context_window commit debug_retrieval decompose_and_store dedup_candidates delete_node diff edge_quality_report export_graph_html
Topics
agent-memory ai-agents graph-memory knowledge-graph llm-memory mcp mcp-server python