Factorguide

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "factorguide": {
      "type": "http",
      "url": "https://factorguide.io/mcp"
    }
  }
}

7 tools

• factorguide_navigate

  Map the factorization terrain of your model. Send coupling structure (precision matrix preferred for n>2; covariance matrix recommended if sign or CC information is needed) and receive a block-diagonal strategy with calibrated risk prediction. Answers: 'How should I factorize…

• factorguide_diagnose

  Quick single-pair diagnostic. IC with risk prediction for both model classes. Include variances for sign detectability. Requires X-Wallet header with your EVM wallet address (0x...). First 5 queries are free trial.

• factorguide_submit_payment

  Submit payment proof after sending stablecoins to a FactorGuide wallet address. For x402: provide tx_hash and chain. For MPP: use in-band Authorization header instead — no separate submission needed.

• factorguide_report_outcome

  Complete the prediction loop — report inference diagnostics so future predictions improve. After running the approach FactorGuide recommended, return your ESS ratio, PSIS-khat, or log-likelihood gap. Zero additional computation required. Does not consume a query allocation.

• factorguide_explain

  Plain-language explanation of a previous navigate response, including wave mechanics grounding for observational cost guidance. Requires a prediction_hash from a prior factorguide_navigate call. Consumes 1 query allocation. Available for starter and professional tiers. Requires…

• factorguide_regime_detect

  Detect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target.

• factorguide_synergy_detect

  Detect hidden synergistic structure via Walsh-Hadamard spectral analysis. Accepts pre-computed Walsh coefficients — agent performs the transform locally and sends only the spectral summary. Specification pending — v1.1 target.

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