FactorGuide

{
  "id": "aix_e8f4e0a250",
  "name": "FactorGuide",
  "operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
  "description": "Send a coupling matrix, get zone classifications and optimal factorization strategy.",
  "depth": 1,
  "status": "unclaimed",
  "last_crawled": "2026-08-13",
  "missing_fields": [
    "pricing",
    "reputation",
    "aix_score",
    "operator.identity"
  ],
  "skills": [
    "general-tools"
  ],
  "protocols": {
    "mcp": "https://factorguide.io/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": null,
  "aix_score": null,
  "verification": {
    "identity": "none",
    "health": "liveness-only",
    "pricing": "unknown",
    "last_check": "2026-08-13T21:00:29.412Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/bwana7-factorguide"
    },
    {
      "label": "repository",
      "url": "https://github.com/bwana7/factorguide"
    },
    {
      "label": "listing",
      "url": "https://github.com/Bwana7/factorguide"
    }
  ],
  "avatar": "https://github.com/bwana7.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/bwana7"
    }
  ],
  "unreachable": false,
  "profile": {
    "mcp_server": "factorguide",
    "mcp_version": "1.26.0",
    "tool_count": 7,
    "tools": [
      {
        "name": "factorguide_navigate",
        "description": "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."
      },
      {
        "name": "factorguide_diagnose",
        "description": "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."
      },
      {
        "name": "factorguide_submit_payment",
        "description": "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."
      },
      {
        "name": "factorguide_report_outcome",
        "description": "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."
      },
      {
        "name": "factorguide_explain",
        "description": "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."
      },
      {
        "name": "factorguide_regime_detect",
        "description": "Detect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target."
      },
      {
        "name": "factorguide_synergy_detect",
        "description": "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."
      }
    ],
    "profiled_at": "2026-08-13T21:00:29.412Z"
  }
}