AI-Scientist

First end-to-end system for fully automated open-ended scientific discovery: generates ideas, runs experiments, and writes papers.

Connects to: OpenAI, Anthropic, Semantic Scholar, LaTeX · Python · Apache-2.0 14,000★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/SakanaAI/AI-Scientist
• This harness as JSON: /api/harnesses/ai-scientist
• Agent setup: /setup.md
• Browse all 370+ harnesses on Loadbay