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MCP live v0.1.0 MCP 2025-11-25 streamable-http

Occam

fit.occam/occam

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

Uptime
100.0%
2 direct probes · 30d
Response
749ms
last probe
Tools
4
callable
Resources
4
readable
Prompts
2
available
Primary URL
https://occam.fit/mcp/

Tools · 4

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 to prioritize development. Rate lim…

sindy_run

Sparse Identification of Nonlinear Dynamics (SINDy). Recovers governing differential equations (dx/dt = f(x)) from time series data. Returns human-readable sparse expressions. Fast (seconds).…

pysr_run

Evolutionary Symbolic Regression (PySR). Discovers algebraic equations y = f(x1, x2, ...) from feature/target data. Returns a Pareto front ranked by the complexity/accuracy tradeoff. Slow…

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_run, pick an expression from the response…

Resources · 4

privacy_policy

Occam's data handling policy. Describes what is logged, what is not stored, and permitted use of results.

occam://privacy-policy
citation_info

Citation information for Occam and the methods it uses (SINDy, PySINDy, PySR). Includes BibTeX entries.

occam://citation-info
tool_schemas

Full JSON Schemas for sindy_run, pysr_run, pysr_uncertainty, and the shared payment_required response. Auto-derived from the Pydantic response models used by the server itself.

occam://tool-schemas
pricing_info

Structured pricing and limits for all compute tools (JSON). Free-tier thresholds, per-tool formula parameters, advisory warn thresholds, rate limits.

occam://pricing

Prompts · 2

getting_started

Guide for choosing between SINDy and PySR based on your data and goals.

supported_operators

List of operators available for PySR evolutionary search.

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "occam": {
      "url": "https://occam.fit/mcp/",
      "transport": "streamable-http"
    }
  }
}