ClawForgeForge the Swarm.
The open source hub for building and deploying collaborative AI agent workflows. One command to download a template. One click to launch a swarm. Powered by Sim Studio.
One liner. That's it.
Pick a template, copy the command, run it. Your swarm is ready.
Researcher Swarm
Multi agent research pipeline that crawls, summarizes, and synthesizes your sources automatically.
$ curl -fsSL https://raw.githubusercontent.com/simstudioai/sim/main/templates/researcher-swarm.md -o researcher-swarm.mdWhy ClawForge exists
Building multi agent systems is fragmented. ClawForge gives you ready to use templates, orchestration, and a community that ships.
Open Source
Every template and agent config is MIT licensed and community driven. Fork it, extend it, ship it.
Massive Workflows
Orchestrate dozens of agents in parallel. Chain them, branch them, or let them self organize across complex pipelines.
Sim Studio Native
First class integration with Sim Studio. Plug in your existing agents or grab a curated template and go.
Three steps to a swarm
Download a template
Grab a .md config file with one curl command. Each template defines agents, tools, and workflow order.
Customize your agents
Edit the markdown to add your own models, prompts, and data sources. No boilerplate, no SDK lock in.
Launch the swarm
Run your workflow locally or deploy to Sim Studio. Watch your agents coordinate and deliver results.
The ClawForge Ecosystem
More than templates. ClawForge is the infrastructure layer for collaborative AI agent development.
Community Registry
Browse and publish agent templates. Every template is versioned, audited, and rated by the community. Find what works, skip what doesn't.
Guardrails Built In
Every template includes configurable safety limits, cost caps, and output validation. Your agents do what you tell them, nothing more.
Run Analytics
Track token usage, latency, and success rates per agent. See exactly what each workflow costs and where bottlenecks are.
Deploy Anywhere
Run locally, on your own infra, or one click deploy to Sim Studio cloud. Your agents, your rules, zero vendor lock in.
Ready to forge?
Join hundreds of developers building the next generation of AI agent workflows. Open source, free, and shipping fast.