waggle logo

waggle

Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.

Trendshift daily trending badgeTrendshift weekly trending badge
Website GitHub

What is it?

What it is

Locations are dumb — no per-agent shaping, no receipts, no way to fix them once sent. waggle's 30-byte <strong>token</strong> resolves into each

Why it exists

Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.

Who should use it

Teams building with Rust who want an open-source, self-hosted option.

Who should avoid it

Teams that need a fully managed SaaS with enterprise SLAs out of the box.

How it works

A quick walkthrough in plain English

How waggle works

Step 1 of 3

You interact with it

Open waggle, send a request, or connect it to your stack.

Features

Ai Agents
Harness Engineering
Llm Tools
Loop Engineering

Advantages

  • Open source (Apache-2.0)
  • Active Rust ecosystem
  • Self-hosted deployment options

Disadvantages

  • Requires operational ownership for self-hosted setups
  • Community support varies by project maturity

Installation

native

cargo install waggle-cli                          # from crates.io

# ...or a prebuilt binary, no Rust toolchain needed:
curl --proto '=https' --tlsv1.2 -LsSf \
  https://github.com/modiqo/waggle/releases/latest/download/waggle-cli-installer.sh | sh

# ...or Homebrew:
brew install modiqo/homebrew-tap/waggle-cli

FAQ

What is waggle?

waggle is an open-source project licensed under Apache-2.0.

What language is waggle built with?

Primary language: Rust.

Is it free to use?

Yes. Licensed under Apache-2.0. Check the license for commercial use.

Loading documentation…
View on GitHub

Featured in Videos

YouTube tutorials and walkthroughs for waggle

Alternatives

Similar projects ranked by category, topics, and text overlap.

Compare
waggle | MushyBook