Skip to content

MCP server

Coming soon

A Model Context Protocol (MCP) server for TwinCell is on the roadmap. It will let MCP-compatible agents and assistants (e.g. in your IDE or chat client) drive TwinCell directly — running target validation (with its causal mechanism) and (later) simulation as tools, without writing client code.

What to expect

  • Expose the core capabilities as MCP tools:
    • Target validation — score candidate targets for efficacy against a state change.
    • MoA elucidation — return intermediary nodes and causal paths between a target and DEGs.
    • Simulation (coming later) — predict DEGs from a target and control state.
  • Authenticate with your existing DEEPLIFE_API_KEY.
  • Stream long-running prediction status back to the agent.

In the meantime

Use the Python toolkit directly — see the Quick Start and API Reference. Want early access or to shape the MCP design? Reach out via Access & Support.