Documentation

Self-improving agent-facing interface.

Armature builds, hosts, and orchestrates the agent-facing interface for your product: MCP servers, code-mode APIs, and CLIs. These docs explain how that interface is assembled, connected, run, and improved over time.

Scope MCP, CLI, OpenAPI Signal Runs, traces, sessions Output Repairs, docs, workflows
01

Synthetic tests: end-to-end agentic workflows

Run synthetic user-style workflows against your agent-facing interface across the harnesses and models agents actually use.

See the workflows →
02

Orchestrate your MCP: Armature SDK

Connect your MCP to Armature so the agent-facing interface can improve over time.

Instrument usage →
03

Let Armature build your agent-facing interface

Install the GitHub App or provide a bundled OpenAPI file. Armature automates the interface build and runs agent-written code in secure sandboxes.

See the build path →
04

Close the loop

When runs expose gaps, Armature can stage reviewable workflow, skill, documentation, or code changes.

Turn signal into fixes →

Ready to build the interface your users' agents see?

Send us your MCP URL, CLI install command, or OpenAPI file. We will get the first run on its feet quickly.

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