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io.factorguide/factorguide

io.factorguide/factorguide · v1.2.1

No registry update 90+ days

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Not declared (tools carry no read/destructive hints)
Capabilities declared	experimental, tools
Tool definitions	7 tools · with description 100% · input schema is an object 100% · read/destructive hints 0%

Description written by the publisher, not verified

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

Connect

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

claude mcp add --transport http factorguide https://factorguide.io/mcp

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

Tools as reported by the server

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.

Repository · JSON · Text for agents · Registry updated 2026-04-03