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Waggle: Local Memory for AI Agents

Waggle: Local Memory for AI Agents

Abhigyan-Shekhar

|
5 installs
| (1) | Free
Local graph memory for coding agents using MCP.
Installation
Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter.
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Waggle: Local Memory for AI Agents

Local graph memory for coding agents using MCP.

Waggle gives VS Code agents persistent repo memory without a cloud account or API key.

This extension is the one-click onboarding path for Waggle in VS Code. It installs the Waggle CLI when needed, writes the MCP config for the current workspace after confirmation, runs doctor, and leaves the workspace ready to use the underlying MCP server.

What it does

  • Detects whether waggle-mcp is installed
  • Offers a consented one-click setup flow
  • Installs Waggle with pipx when needed
  • Safely creates or updates .vscode/mcp.json
  • Preserves non-Waggle MCP servers already configured in the workspace
  • Runs waggle-mcp doctor and shows output in a dedicated output channel
  • Launches Graph Studio locally
  • Exports local memory to .abhi

What it is for

Use Waggle when you want coding agents in VS Code to remember:

  • architecture decisions
  • repo-specific constraints
  • user preferences and corrections
  • contradictions and superseded context
  • session handoff context across chats

Requirements

  • VS Code 1.96+
  • pipx available on PATH for one-click install
  • Python 3.11+ for the Waggle CLI

Quick start

  1. Install the extension
  2. Run Waggle: Enable for this Workspace
  3. Confirm the install/configure flow
  4. Reload VS Code if your MCP consumer requires it
  5. Waggle runs doctor as part of setup

Commands

  • Waggle: Enable for this Workspace
  • Waggle: Install Waggle
  • Waggle: Run Doctor
  • Waggle: Open Graph Studio
  • Waggle: Show Status
  • Waggle: Export Memory
  • Waggle: Open Install Docs

Development

npm install
npm run compile

Packaging

npm run package

Privacy

  • Local by default
  • No cloud account required
  • No API key required
  • Memory stored in WAGGLE_DB_PATH, defaulting to ~/.waggle/waggle.db

Marketplace notes

This extension is meant to behave like MCP-style one-click setup for VS Code users. Users can also install the generated .vsix manually before Marketplace publication.

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