Send a coupling matrix, get zone classifications and optimal factorization strategy. Connect the official Factorguide MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http factorguide https://factorguide.io/mcpRun in your terminal, then restart Claude Code.
Factorguide · https://factorguide.io/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “factorguide_navigate”: Map the factorization terrain of your model. Send coupling structure (precision matrix preferred for n>2; covariance matrix recommended if s.”
“Use “factorguide_diagnose”: Quick single-pair diagnostic. IC with risk prediction for both model classes. Include variances for sign detectability. Requires X-Wallet he.”
“Use “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 Au.”
“Use “factorguide_report_outcome”: Complete the prediction loop — report inference diagnostics so future predictions improve. After running the approach FactorGuide recommende.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Factorguide holds up.
Operated by Factorguide (factorguide.io) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If Factorguide adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose Factorguide in the gate directory. No sign-in needed.
Factorguide's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
factorguide_navigate — Map the factorization terrain of your model. Send coupling structure (precision matrix preferred for n>2; covariance matrix recommended if s
factorguide_diagnose — Quick single-pair diagnostic. IC with risk prediction for both model classes. Include variances for sign detectability. Requires X-Wallet he
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 Au
factorguide_report_outcome — Complete the prediction loop — report inference diagnostics so future predictions improve. After running the approach FactorGuide recommende
factorguide_explain — Plain-language explanation of a previous navigate response, including wave mechanics grounding for observational cost guidance. Requires a p
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 trans
https://factorguide.io/mcpYes — Factorguide operates its own remote MCP server at factorguide.io. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick Factorguide in the directory. No account or sign-in is needed. From then on, Factorguide's tools are available in every client you've connected to gate.
No. Factorguide runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect Factorguide in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up Factorguide in: Claude · Claude Code · ChatGPT · Cursor · VS Code