MCP server

Factorguide Official

io.factorguide/factorguide

Checked 28 Oct 2026, 09:03 UTC · Connected to it and listed its tools

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

Source

At a glance

Type

MCP server

Publisher

factorguide.io (verified by the MCP Registry)

Status

Working at last check

Tools

7

Token cost

About 2,278 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

28 Oct 2026, 09:03 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.factorguide]
url = "https://factorguide.io/mcp"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"factorguide":{"type":"http","url":"https://factorguide.io/mcp"}}}

Antigravity

agy mcp add factorguide https://factorguide.io/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"factorguide","server_url":"https://factorguide.io/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"factorguide","server_url":"https://factorguide.io/mcp"}

Tools

• factorguide_diagnose ~189 tokens
  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_explain ~170 tokens
  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_navigate Browses the web · ~1087 tokens
  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_regime_detect ~58 tokens
  Detect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target.
• factorguide_report_outcome ~364 tokens
  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_submit_payment Moves money · ~142 tokens
  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_synergy_detect ~268 tokens
  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.

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