Search / io.factorguide/factorguide
protogridR0· no sign-inSend a coupling matrix, get zone classifications and optimal factorization strategy.
v1.2.1 · active · repository · descriptor JSON · versions
{
"mcpServers": {
"factorguide": {
"type": "http",
"url": "https://factorguide.io/mcp"
}
}
}claude mcp add --transport http factorguide https://factorguide.io/mcp[mcp_servers.factorguide]
url = "https://factorguide.io/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"factorguide": {
"type": "remote",
"url": "https://factorguide.io/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"factorguide": {
"type": "http",
"url": "https://factorguide.io/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=factorguide&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vZmFjdG9yZ3VpZGUuaW8vbWNwIn0%3D"
}{
"servers": {
"factorguide": {
"type": "http",
"url": "https://factorguide.io/mcp"
}
}
}{
"mcpServers": {
"factorguide": {
"httpUrl": "https://factorguide.io/mcp"
}
}
}extensions:
"factorguide":
enabled: true
name: "factorguide"
type: streamable_http
uri: "https://factorguide.io/mcp"
timeout: 300
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: factorguide_explain (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); factorguide_diagnose (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); factorguide_navigate (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …tools.token_costabout 1,921 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +dns-namespace +reachable +uptime-100% -stale-200d
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://factorguide.io/mcp streamable-http | none | yes | 100% | 231 ms | 2025-11-25 | 2026-10-20 |
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_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 your EVM wallet address (0x...). First 5 queries are free trial. |
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 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. |
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. Does not consume a query allocation. |
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_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. |
Schemas: list_tools.
{
"name": "io.factorguide/factorguide",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://factorguide.io/mcp",
"type": "streamable-http"
}
],
"version": "1.2.1",
"repository": {
"url": "https://github.com/Bwana7/factorguide",
"source": "github"
},
"description": "Send a coupling matrix, get zone classifications and optimal factorization strategy."
}