io.factorguide/factorguide
REMOTE · FACTORGUIDE.IO · SCANNED AUG 3
Send a coupling matrix, get zone classifications and optimal factorization strategy.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 7 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability43
- AI-judged instruction clarity (poor).Fail
- Tool/resource definitions use about 773 tokens (~110/item across 7 items; 7 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage72
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 17% of tool parameters carry a description.Partial
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · factorguide.io
claude mcp add --transport http io-factorguide-factorguide https://factorguide.io/mcp
[mcp_servers.io-factorguide-factorguide] url = "https://factorguide.io/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"io-factorguide-factorguide": {
"type": "remote",
"url": "https://factorguide.io/mcp",
"enabled": true
}
}
} openclaw mcp add io-factorguide-factorguide --url https://factorguide.io/mcp --transport streamable-http
mcp_servers:
io-factorguide-factorguide:
url: "https://factorguide.io/mcp" {
"mcpServers": {
"io-factorguide-factorguide": {
"type": "http",
"url": "https://factorguide.io/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 1 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 31 Jul 26 +3
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 29 Jul 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Jul 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Jul 26 51
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Probed https://factorguide.io/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=factorguide.io | CN=YE2,O=Let's Encrypt,C=US | 25 Jul 2026 | 23 Oct 2026 | ECDSA 256 | ECDSA-SHA384 | 5df6fdd4b8daa31d322e0425af4dd0f5c7c |
| SANs: factorguide.io | ||||||
| CN=YE2,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 4df3b15dd6c0784c507cd37b58e6f115 |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
DNSSEC insecure
Validation of factorguide.io. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| io. | present | 57355 | 8 | Verified |
| factorguide.io. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://factorguide.io/mcp | Verified | 200 | |
| http (plaintext) | http://factorguide.io/mcp | HTTPS enforced | 308 | https://factorguide.io/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
factorguide_diagnose ~115
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 | Type | Req | Description |
|---|---|---|---|
| coupling_value | number | yes | IC or coupling value |
| i | string | yes | First variable name |
| j | string | yes | Second variable name |
| sample_size | integer | yes | — |
| variance_i | number | — | — |
| variance_j | number | — | — |
No output schema declared.
No examples provided.
factorguide_explain ~97
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 | Type | Req | Description |
|---|---|---|---|
| prediction_hash | string | yes | prediction_hash from a previous navigate response |
No output schema declared.
No examples provided.
factorguide_navigate ~218
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 | Type | Req | Description |
|---|---|---|---|
| accuracy_target | number | — | — |
| compute_budget | — | — | — |
| cost_model | — | — | — |
| coupling | — | yes | — |
| distribution_diagnostics | — | — | — |
| encoding_label | — | — | — |
| model_class | — | — | — |
| report_marginal_ic | boolean | — | — |
| report_sign_detectability | boolean | — | — |
| sample_size | integer | yes | — |
| synergy_check | boolean | — | — |
| task_type | — | — | — |
| variable_names | — | — | — |
No output schema declared.
No examples provided.
factorguide_regime_detect ~34
Detect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
factorguide_report_outcome ~119
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 | Type | Req | Description |
|---|---|---|---|
| actual_mse_ratio | — | — | — |
| approach_taken | — | yes | — |
| ess_ratio | — | — | — |
| log_lik_gap | — | — | — |
| n_replications | — | — | — |
| prediction_hash | string | yes | — |
| psis_khat | — | — | — |
| runtime_seconds | — | — | — |
No output schema declared.
No examples provided.
factorguide_submit_payment ~91
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 | Type | Req | Description |
|---|---|---|---|
| chain | string | yes | Chain identifier, e.g. 'eip155:8453' or 'tempo:4217' |
| tx_hash | string | yes | On-chain transaction hash |
No output schema declared.
No examples provided.
factorguide_synergy_detect ~99
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.
| Name | Type | Req | Description |
|---|---|---|---|
| ic_matrix_ref | string | — | — |
| n_samples | integer|null | — | — |
| n_variables | integer | — | — |
| transform_method | string | — | — |
| walsh_coefficients | object | — | — |
No output schema declared.
No examples provided.