QuLab Infinite is a hosted MCP server with 220+ virtual labs — materials, chemistry, quantum, medicine, and more. Sign in with email, ask in plain English, or plug into ChatGPT, Claude, or Cursor. No install required.
Everything runs on our hosted MCP — no repo clone, no Python setup. After sign-in you get your personal API key and ready-to-paste configs.
Open the trial page, enter your work email, and click Start free trial. No password or credit card.
Type a research question on the page — e.g. “find lightweight alloys above 800 MPa” — or copy MCP URL + API key into your AI client.
Every call hits a validated simulation or algorithm. Results include provenance so you can repeat and cite the run.
Researchers and R&D teams need validated simulations, not hallucinated numbers. Legacy tools weren't built for the agent era.
ChatGPT and Claude have thousands of plugins — almost none expose real materials databases, quantum sims, or clinical-grade diagnostics.
Traditional scientific software means venvs, licenses, and 40 GB downloads before a prospect can try one experiment.
Physics in COMSOL, chemistry elsewhere, biology in a third tool. No single API for cross-domain discovery.
Chat outputs aren't experiments. QuLab logs tool name, inputs, and checksums on every run.
Materials, quantum, chemistry, medicine, engineering — 1,557 callable tools behind a single hosted endpoint. Built for humans and AI agents alike.
Works with ChatGPT connectors, Claude Desktop, and Cursor. One URL, one API key — copy from the login page after sign-in.
Not a developer? Type what you need on the trial page. We route your question to the right lab automatically.
Materials, quantum (30-qubit), chemistry, biology, medicine, engineering, earth science, and more — each with validated models.
Live Materials Project API plus local validated datasets. Structure validation, property prediction, alloy screening.
10 medical labs implemented per peer-reviewed standards — NIA-AA, Sepsis-3, CKD-EPI 2021, MDS-UPDRS, and more.
Start on our hosted pilot. Move to on-prem Docker or Kubernetes when your team needs SLA, compliance, or private deploy.
After email sign-in, the trial page fills in your MCP URL and API key. Copy each block into the matching field in your AI app.
Settings → Connectors → Add MCP server. Paste URL and Bearer token from the trial page.
MCP URL + Authorization header
Edit claude_desktop_config.json — full JSON snippet is on the trial page after sign-in.
claude_desktop_config.json
Add to Cursor MCP settings (mcp.json). Copy the pre-filled config from the trial page.
~/.cursor/mcp.json
| Capability | QuLab Infinite | COMSOL | Typical AI plugins |
|---|---|---|---|
| Callable MCP / agent tools | 1,557 | ✗ | < 20 (generic) |
| Natural-language routing | ✓ /ask | ✗ | Chat only |
| Virtual lab domains | 220+ | Physics-focused | N/A |
| Try without install | ✓ Hosted trial | ✗ Desktop | Varies |
| Run provenance / checksums | ✓ | Manual | ✗ |
| Product Hunt trial | Free · 30 days | $10K+/yr | N/A |
Whether you're screening materials, validating diagnostics, or wiring agents into real science.
Search materials, validate structures, predict properties — ask in English or call tools from your agent.
Run clinical-grade diagnostic engines and chemistry simulations through the same MCP endpoint.
Give Claude, ChatGPT, or Cursor 1,557 scientific tools instead of guessing. Gateway tools: ask_qulab, list_qulab_tools, call_qulab_tool.
Unrestricted tool calls after email sign-in. Enterprise teams: support@aios.is for SLA, private deploy, and compliance.
No install required — try in your browser or connect your AI client in minutes. Questions? support@aios.is