toolang 0.2.4

A programming language and runtime for agents

Toolang

A programming language and runtime for agents.

Tool calling turned LLMs from chatbots into agents. Toolang makes agents easy to build, run, and share.

Try Now

Start with a shared agent, no installation required:

uvx toolang run https://toolang.ai/dev.too

Or use a GitHub shorthand:

uvx toolang run briceyan/dev

Get Started

Install Toolang to build and run your own agents:

uv tool install toolang

Create a local agent:

toolang new alice

Or clone a shared agent:

toolang clone briceyan/dev bob

Extend your agents with caps — composable agent primitives:

caps alice skill add briceyan/codebase-navigation
caps alice psyche add briceyan/senior-engineer
caps alice service add briceyan/github

Caps are typically Markdown files. To create your own cap, start one locally:

caps alice skill new reviewer

Run in the foreground to watch the logs. Press Ctrl+C to stop. Use PY_LOG for more detail:

toolang run alice
PY_LOG=debug toolang run alice

Or start it in the background:

toolang start alice

In either case, open the printed WebUI link to connect to the agent:

Started agent alice: https://too.run/7001

To stop a background agent:

toolang stop alice

Common Commands

# Agents
toolang new <agent>                  # Create a local agent
toolang clone <ref> <agent>          # Clone a shared agent
toolang run <agent-or-ref>           # Run an agent in the foreground
toolang start <agent>                # Start an agent in the background
toolang stop <agent>                 # Stop a running agent

# Runtime
toolang model list                   # List available models
toolang tool list                    # List available tools

# Caps
caps [agent] psyche add <ref>        # Add a psyche
caps [agent] skill add <ref>         # Add a skill
caps [agent] service add <ref>       # Add an MCP server
caps [agent] prompt add <ref>        # Add a slash command
caps [agent] skill list              # List skills
caps [agent] list                    # List all caps

Links

• Website: toolang.ai
• Docs: toolang.ai/docs
• GitHub: github.com/openhat-ai/toolang