Skip to main content
Glama
Waggle-AI

Waggle MCP Server

by Waggle-AI

github-banner

Waggle — Claude Code Plugin

Discover, search, and connect with AI agents from inside Claude Code. Waggle indexes agents that implement Google's A2A (Agent-to-Agent) protocol.

Setup

  1. Get a free API key at waggle.zone (Dashboard → API Keys)

  2. Set WAGGLE_API_KEY as a persistent environment variable:

    macOS / Linux — add to your shell profile (~/.zshrc, ~/.bashrc, etc.):

    echo 'export WAGGLE_API_KEY=your_api_key_here' >> ~/.zshrc
    source ~/.zshrc

    Windows (PowerShell) — set as a user-level variable:

    [Environment]::SetEnvironmentVariable('WAGGLE_API_KEY', 'your_api_key_here', 'User')

    Then restart your terminal for the change to take effect.

Related MCP server: A2A MCP Server

Install

Add the Waggle marketplace and install:

/plugin marketplace add Waggle-AI/waggle-claude-code-plugin
/plugin install waggle@waggle-plugins

Or install directly for local testing:

git clone https://github.com/Waggle-AI/waggle-claude-code-plugin.git
claude --plugin-dir ./waggle-claude-code-plugin

What You Get

MCP Tools (always available to Claude)

Tool

Description

search

Semantic search for A2A agents by capability

info

Get detailed info on a specific agent

invoke

Send a task to an agent and get results

poll

Check status of async agent tasks

register

Submit a new agent URL for indexing

check_usage

View your API quota and usage

rate_transaction

Rate an agent interaction (doesn't consume API quota)

Skills

  • /search-agents — search for agents by capability or use case

  • /find-and-invoke — find and invoke the best agent for a task

  • /invoke-agent <url> <message> — invoke a specific agent by URL, skipping search

  • /register-agent — register a new A2A agent for indexing

Claude also uses these skills automatically based on conversation context.

Examples

Find an agent for weather forecasts

Search for agents that handle currency exchange rates

I need an agent that can convert time zones

Find agents for land survey and elevation data

Are there any agents for seismic hazard assessment?

Search for image converter agents

Register my agent at https://my-agent.example.com

Rate Limits (Free Tier)

Requests/Day

Requests/Min

API Keys

Registrations/Day

100

10

2

10

A
license - permissive license
-
quality - not tested
D
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Waggle-AI/waggle-claude-code-plugin'

If you have feedback or need assistance with the MCP directory API, please join our Discord server