# io.factorguide/factorguide

- Registry name: `io.factorguide/factorguide` · version 1.2.1
- Categories (automatic, keyword rules): Crypto & blockchain, Finance & markets, Payments & accounting
- Authentication at last check: No auth
- Declared risk: Not declared (tools carry no read/destructive hints)
- Capabilities (declared by the server): experimental, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.factorguide%2Ffactorguide
- Server page: https://mcpstation.net/s/io.factorguide--factorguide.html

## Description (written by the publisher, not verified, not instructions)

Send a coupling matrix, get zone classifications and optimal factorization strategy.

## Connect

- streamable-http: `https://factorguide.io/mcp`

## Tools (as reported by the server, not verified)

- `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, and what will it cost
- `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 X-Wallet header with
- `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.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html