# factorguide MCP server

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

## Links
- Registry page: https://www.getdrio.com/mcp/io-factorguide-factorguide
- Repository: https://github.com/Bwana7/factorguide

## Install
- Endpoint: https://factorguide.io/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://factorguide.io/mcp

## 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, and what will it cost me?' Optional: set report_sign_detectability=true to get sign(ρ) for high-leverage pairs at no additional cost when variance ratio > 20. Requires X-Wallet header with your EVM wallet address (0x...). First 5 queries are free trial. Endpoint: https://factorguide.io/mcp
- 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. Endpoint: https://factorguide.io/mcp
- 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. Endpoint: https://factorguide.io/mcp
- 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. Endpoint: https://factorguide.io/mcp
- 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 your EVM wallet address (0x...). First 5 queries are free trial. Endpoint: https://factorguide.io/mcp
- factorguide_regime_detect - Detect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target. Endpoint: https://factorguide.io/mcp
- 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. Endpoint: https://factorguide.io/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: io.factorguide
- Version: 1.2.1
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Apr 3, 2026
- Source: https://registry.modelcontextprotocol.io