fit.occam/occam

up checked 2026-11-11T03:38:42.946Z

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Publisher-provided title

Occam

Publisher-provided description

Finds the simplest equation consistent with your data. SINDy and PySR symbolic regression via MCP.

Summary by lookupd

Discovers symbolic equations from data and recovers governing differential equations from time series, with uncertainty intervals for…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http occam https://occam.fit/mcp/

Codex, remote (streamable-http)

codex mcp add occam --url https://occam.fit/mcp/

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "occam": {
      "url": "https://occam.fit/mcp/"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

feature_request Request a feature that Occam doesn't support yet. Use this when you need a capability that Occam doesn't currently offer. Requests are logged and used
sindy_run Sparse Identification of Nonlinear Dynamics (SINDy). Recovers governing differential equations (dx/dt = f(x)) from time series data. Returns human-read
pysr_run Evolutionary Symbolic Regression (PySR). Discovers algebraic equations y = f(x1, x2, ...) from feature/target data. Returns a Pareto front ranked by th
pysr_uncertainty Bootstrap confidence intervals for the numeric constants of a frozen expression, plus optional prediction bands on an x-grid. Typical flow: call pysr_r

Shows this live status and links here; updates hourly.

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