Waggle Mcp
About
Waggle Mcp gives AI agents persistent graph memory across sessions. It automatically extracts, deduplicates, and stores facts as typed graph nodes with semantic embeddings, running fully locally without an API key.
Details
- Author
- Abhigyan-Shekhar
- Downloads
- 107
- Categories
- Other
Jump to
- Persistent graph memory across sessions
- Automatic fact extraction and deduplication
- Typed graph nodes with semantic embeddings
- Temporal query support ("what did we decide last week?")
- Conflict detection and context priming
- Fully local, no API key required
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Waggle McpCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Set up with the single command waggle-mcp init. Then drop conversation turns into Waggle Mcp; facts are automatically extracted and stored for later retrieval.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"waggle mcp": {
"waggle-mcp": {
"command": "uvx",
"args": [
"waggle-mcp"
],
"env": {
"WAGGLE_BACKEND": "sqlite",
"WAGGLE_DB_PATH": "~/.waggle/memory.db"
}
}
}
}
}McpServers
{
"waggle-mcp": {
"command": "uvx",
"args": [
"waggle-mcp"
],
"env": {
"WAGGLE_BACKEND": "sqlite",
"WAGGLE_DB_PATH": "~/.waggle/memory.db"
}
}
}Here is a description you can use:
> waggle-mcp gives AI agents persistent graph memory across sessions. Drop a conversation turn in and facts are automatically extracted, deduplicated, and stored as typed graph nodes with semantic embeddings — running fully locally, no API key needed. Supports temporal queries ("what did we decide last week?"), conflict detection, and context priming. One-command setup with waggle-mcp init.
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