Send a coupling matrix, get zone classifications and optimal factorization strategy.
Connect Remote server
claude mcp add --transport http factorguide https://factorguide.io/mcp
{
"mcpServers": {
"factorguide": {
"url": "https://factorguide.io/mcp"
}
}
}
{
"servers": {
"factorguide": {
"type": "http",
"url": "https://factorguide.io/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://factorguide.io/mcp
Tools 7 found in our last check
factorguide_navigateMap 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, a…
factorguide_diagnoseQuick 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_paymentSubmit 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_outcomeComplete 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_explainPlain-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_detectDetect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target.
factorguide_synergy_detectDetect 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.
Details
| Endpoint | https://factorguide.io/mcp (Streamable HTTP) |
| First published | 3 Apr 2026 |
| Last updated | 3 Apr 2026 |
| Registry name | io.factorguide/factorguide |
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