Factorguide is a remote MCP server that gives an AI agent 7 tools, among them factorguide_diagnose, factorguide_explain, factorguide_navigate. It answers at https://factorguide.io/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 10 September 2026; the last check, on 19 October 2026, succeeded.
Send a coupling matrix, get zone classifications and optimal factorization strategy.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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. Inputs: i, j, coupling_value, sample_size, variance_i, variance_j |
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 st Inputs: prediction_hash |
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 predicti Inputs: coupling, sample_size, model_class, accuracy_target, compute_budget, cost_model |
factorguide_regime_detect | Detect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target. |
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. Do Inputs: prediction_hash, approach_taken, ess_ratio, psis_khat, log_lik_gap, actual_mse_ratio |
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. Inputs: tx_hash, chain |
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. Inputs: walsh_coefficients, n_variables, transform_method, n_samples, ic_matrix_ref |
Every block below points at https://factorguide.io/mcp. Pick your client and copy.
claude mcp add --transport http factorguide https://factorguide.io/mcp
{
"mcpServers": {
"factorguide": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://factorguide.io/mcp"]
}
}
}{
"mcpServers": {
"factorguide": {
"url": "https://factorguide.io/mcp"
}
}
}{
"servers": {
"factorguide": {
"type": "http",
"url": "https://factorguide.io/mcp"
}
}
}{
"context_servers": {
"factorguide": {
"url": "https://factorguide.io/mcp"
}
}
}{
"mcpServers": {
"factorguide": {
"serverUrl": "https://factorguide.io/mcp"
}
}
}{
"mcpServers": {
"factorguide": {
"url": "https://factorguide.io/mcp"
}
}
}name: Factorguide
version: 0.0.1
schema: v1
mcpServers:
- name: Factorguide
type: streamable-http
url: https://factorguide.io/mcp{
"mcpServers": {
"factorguide": {
"httpUrl": "https://factorguide.io/mcp"
}
}
}{
"mcpServers": {
"factorguide": {
"type": "http",
"url": "https://factorguide.io/mcp"
}
}
}{
"mcpServers": {
"factorguide": {
"url": "https://factorguide.io/mcp"
}
}
}goose://extension?url=https%3A%2F%2Ffactorguide.io%2Fmcp&type=streamable_http&id=factorguide&name=Factorguide
It answered our last check on 19 October 2026 in 331 ms. Over 6 checks since 10 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by factorguide.io and served from factorguide.io, the vendor's own domain: https://factorguide.io/mcp.
7, as returned by the server's own tools/list on 12 September 2026: factorguide_diagnose, factorguide_explain, factorguide_navigate, factorguide_regime_detect, factorguide_report_outcome, factorguide_submit_payment, factorguide_synergy_detect.
It answered our last check on 19 October 2026 in 331 ms. Over 6 checks since 10 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://factorguide.io/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.factorguide. Endpoint host: factorguide.io. ARD identifier: urn:air:io.factorguide:mcp:factorguide.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.