LLAMATOR MCP Server

Example Use Cases

• 1

  Submit and monitor automated LLM red teaming jobs asynchronously.

• 2

  Retrieve detailed test results and artifacts securely via presigned URLs.

• 3

  That require integration with tooling through a Streamable HTTP MCP interface.

Description

This MCP server offers a production-ready service wrapper around LLAMATOR to automate large language model red teaming workflows. It supports asynchronous test runs with durable state persistence in Redis, artifact lifecycle management via MinIO, and secure API access with optional API key protection. The server exposes both an HTTP API and an MCP interface for seamless integration with agents and tooling, enabling efficient job submission, monitoring, and artifact retrieval.