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The open cloud-native harness for developers who are building platforms

We blew up the harness and then put it back together: more secure, more scalable, more extensible.

Mecatito, the Mecatl mascot, a Xoloitzcuintli puppy wearing a teal rope collar with Mesoamerican markings

Built from the ground up to run in the cloud. Get your harness off your laptop and run fleets of agents anywhere.

What can you do with Mecatl?

Get your harness off the desktop

Start locally, then deploy a fleet of agents on Kubernetes with your choice of cloud and model provider.

Separate the agent loop from the sandbox

Separate control from execution to keep bad code outside your trust boundary.

Pick and choose what you need

Use Mecatl's library of components to assemble a custom harness.

Control what your agents can do

Set permissions and choose which tool calls require your approval.

Mecatito, the Mecatl mascot

Mecatl (MEH-kah-tl) is hard to say, but easy to use.

What you don't have to build

Mecatl gives you the hard parts. Use what you need.

Complete agent loop

Multi-turn reasoning, tool dispatch, compaction, permission gating, and event streaming are built in.

Port model

Modular design. Swap LLM backends, persistence, distributed locks, or permission logic without touching the engine. Reference adapters included for every port.

Cloud-native by design

Disposable process, externalized state, durable event record. mecak8s pre-wires Redis and Kubernetes leases so you can scale stateless pods from day one.

Importable engine

github.com/stacklok/mecatl/engine is its own Go module with a tiny dependency closure. Embed the loop directly, no server required.

Full observability

OpenTelemetry traces, LLM resilience decorator, slow-turn ring buffer, and an MCP-accessible perf server.

Identity at the core

Every agent acts under a verifiable identity. Mecatl stamps identity at every agent action, not just at the login gate.

Mecatl is part of Stacklok's commitment to building a more open alternative to vertically integrated agent stacks.

Featured project

ToolHive

The open source MCP platform trusted by enterprises, securing 10M tool calls each month.

View on GitHub