OT/ICS threat intel for AI agents: 40 tools, pay per call in USDC on Base via x402.
Maintain this server? Claim it
Call this server's tools from your browser. Nothing to install.
Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.
Tool list from our last check. Connect live to refresh it.
Deterministic auto_approve/human_review/reject verdict for a planned remediation action (block_ip, quarantine_host, halt_pipeline, etc.) against an actor/sector/region context. Built on the same capability x opportunity x intent scoring as /ot/threat-score, with auditable rules layered on top — no LLM in the decision path. auto_approve requires vendor_stack; omitting it caps the verdict at human_review regardless of score. Price: $0.12 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME
Target region e.g. GCC, KSA, UAE, Europe
Target sector e.g. energy, water, manufacturing
The remediation action being gated
Comma-separated vendor list e.g. 'Schneider Modicon,Siemens SIMATIC'. REQUIRED for auto_approve to be reachable at all; omitting it caps the verdict at human_review.
Optional free text, e.g. 'shared_infra:cloudflare' — escalates to human_review when shared cloud/CDN infra is detected
Deterministic auto_approve/human_review/reject verdict for a planned remediation action (block_ip, quarantine_host, halt_pipeline, etc.) against an actor/sector/region context. Built on the same capability x opportunity x intent scoring as /ot/threat-score, with auditable rules layered on top — no LLM in the decision path. auto_approve requires vendor_stack; omitting it caps the verdict at human_review regardless of score. Price: $0.12 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor* | string | ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME |
| region* | string | Target region e.g. GCC, KSA, UAE, Europe |
| sector* | string | Target sector e.g. energy, water, manufacturing |
| vendor_stack | string | Comma-separated vendor list e.g. 'Schneider Modicon,Siemens SIMATIC'. REQUIRED for auto_approve to be reachable at all; omitting it caps the verdict at human_review. |
| asset_context | string | Optional free text, e.g. 'shared_infra:cloudflare' — escalates to human_review when shared cloud/CDN infra is detected |
| planned_action* | string | The remediation action being gated |
{
"type": "object",
"required": [
"actor",
"sector",
"region",
"planned_action"
],
"properties": {
"actor": {
"type": "string",
"description": "ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME"
},
"region": {
"type": "string",
"description": "Target region e.g. GCC, KSA, UAE, Europe"
},
"sector": {
"type": "string",
"description": "Target sector e.g. energy, water, manufacturing"
},
"vendor_stack": {
"type": "string",
"description": "Comma-separated vendor list e.g. 'Schneider Modicon,Siemens SIMATIC'. REQUIRED for auto_approve to be reachable at all; omitting it caps the verdict at human_review."
},
"asset_context": {
"type": "string",
"description": "Optional free text, e.g. 'shared_infra:cloudflare' — escalates to human_review when shared cloud/CDN infra is detected"
},
"planned_action": {
"enum": [
"block_ip",
"block_domain",
"quarantine_host",
"isolate_segment",
"halt_pipeline",
"disable_account"
],
"type": "string",
"description": "The remediation action being gated"
}
},
"additionalProperties": false
}Comprehensive intelligence dossier for an ICS threat actor. Fans out to /ot/actor, /ot/campaign, /ot/malware, /ot/ioc, /ot/asn, /ot/detection. Returns full profile, infrastructure analysis, IOC table, detection rules, kill chain mapping, and MITRE ATT&CK coverage. Price: $0.35 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor* | string | Actor name e.g. SANDWORM, XENOTIME, VOLTZITE |
{
"type": "object",
"required": [
"actor"
],
"properties": {
"actor": {
"type": "string",
"description": "Actor name e.g. SANDWORM, XENOTIME, VOLTZITE"
}
},
"additionalProperties": false
}Synthesised Markdown threat report for an ICS/APT actor. Fans out to /ot/actor, /ot/campaign, /ot/malware, /ot/advisory, /ot/detection internally (no extra charge) and synthesises via DeepSeek. Returns executive summary, actor profile, active campaigns, malware families, sector targeting, ATT&CK mappings, recommended actions. TLP: WHITE. Price: $0.25 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor* | string | Actor name e.g. CHERNOVITE, SANDWORM, VOLTZITE, XENOTIME |
| sector | string | Optional sector focus e.g. energy, water, manufacturing |
{
"type": "object",
"required": [
"actor"
],
"properties": {
"actor": {
"type": "string",
"description": "Actor name e.g. CHERNOVITE, SANDWORM, VOLTZITE, XENOTIME"
},
"sector": {
"type": "string",
"description": "Optional sector focus e.g. energy, water, manufacturing"
}
},
"additionalProperties": false
}All ICS threat actors targeting a specific industrial sector from live MITRE ATT&CK ICS STIX data. Price: $0.03 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| sector* | string | Sector e.g. energy, water, manufacturing, oil-and-gas, chemical, nuclear |
{
"type": "object",
"required": [
"sector"
],
"properties": {
"sector": {
"type": "string",
"description": "Sector e.g. energy, water, manufacturing, oil-and-gas, chemical, nuclear"
}
},
"additionalProperties": false
}Latest CISA ICS-CERT advisories filtered by vendor or sector. Returns advisory IDs, CVSS scores, CVE lists, OT severity, and direct triage links. Price: $0.02 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| limit | integer | Page size, default 10 |
| sector | string | Sector filter e.g. energy, water, manufacturing |
| vendor | string | Vendor filter e.g. siemens, schneider, rockwell |
{
"type": "object",
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 50,
"description": "Page size, default 10"
},
"sector": {
"type": "string",
"description": "Sector filter e.g. energy, water, manufacturing"
},
"vendor": {
"type": "string",
"description": "Vendor filter e.g. siemens, schneider, rockwell"
}
},
"additionalProperties": false
}Deterministic lookup against one specific empirical study (Cook, Stoica, Shah & Pezaros, ACM Trans. Priv. Sec. 29, 3, Article 31, June 2026) testing whether off-the-shelf general-purpose LLMs can generate working attack code against real PLCs. Only 3 vendors tested (Siemens, Schneider Electric, Rockwell Automation); only Network/Register-Tags techniques ever succeeded (zero for Application Code/Firmware); 1.08% overall end-to-end success rate. Claude models were excluded by the paper's own authors due to stronger safety guardrails. Distinct from /ot/ai-exposure (vendor's own AI copilot) and /ot/ai-uplift (open-ended reconnaissance-uplift synthesis). Deterministic, no LLM in the lookup path. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| vendor | string | Siemens, Schneider Electric, or Rockwell Automation — only these three were tested in the study. |
| campaign | string | Industroyer2, Fuxnet, FrostyGoop, INCONTROLLER, Stuxnet, or Triton. |
| technique | string | MITRE ICS technique name or ID, e.g. 'Brute Force I/O' or T0806. At least one of technique, vendor, or campaign required. |
{
"type": "object",
"properties": {
"vendor": {
"type": "string",
"description": "Siemens, Schneider Electric, or Rockwell Automation — only these three were tested in the study."
},
"campaign": {
"type": "string",
"description": "Industroyer2, Fuxnet, FrostyGoop, INCONTROLLER, Stuxnet, or Triton."
},
"technique": {
"type": "string",
"description": "MITRE ICS technique name or ID, e.g. 'Brute Force I/O' or T0806. At least one of technique, vendor, or campaign required."
}
},
"additionalProperties": false
}AI/agentic copilot exposure lookup for OT/ICS vendors. Returns the vendor's documented AI/agentic copilot, autonomy level (advisory vs agentic — the key risk differentiator), access, and applicable MITRE ATLAS techniques. Hand-verified mapping, ATLAS IDs confirmed against the live atlas.mitre.org matrix. Deterministic, no LLM in the lookup path. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| vendor* | string | OT/ICS vendor name e.g. Siemens, Schneider Electric, Rockwell Automation, ABB, Emerson, Honeywell, Yokogawa, GE Vernova, Omron, Mitsubishi Electric |
{
"type": "object",
"required": [
"vendor"
],
"properties": {
"vendor": {
"type": "string",
"description": "OT/ICS vendor name e.g. Siemens, Schneider Electric, Rockwell Automation, ABB, Emerson, Honeywell, Yokogawa, GE Vernova, Omron, Mitsubishi Electric"
}
},
"additionalProperties": false
}Assesses how much a general-purpose AI agent lowers the skill/time barrier for an attacker to reach a vendor's OT-adjacent footprint. Grounded in a real-world precedent (Dragos, May 2026), not frontier-model governance thresholds. Distinct from /ot/ai-exposure, which covers a vendor's OWN embedded AI copilot. DeepSeek-synthesised, ICD-203 estimative language. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| vendor* | string | OT/ICS vendor name e.g. Schneider Electric, Siemens, Rockwell Automation |
| product | string | Optional product line filter e.g. Modicon, SIMATIC |
| auth_type | string | single-factor, mfa, or unknown (default) |
| segmented | string | true, false, or unknown (default). If all three deployment-context params are unknown, the tier is capped at informational. |
| internet_facing | string | true, false, or unknown (default) |
{
"type": "object",
"required": [
"vendor"
],
"properties": {
"vendor": {
"type": "string",
"description": "OT/ICS vendor name e.g. Schneider Electric, Siemens, Rockwell Automation"
},
"product": {
"type": "string",
"description": "Optional product line filter e.g. Modicon, SIMATIC"
},
"auth_type": {
"type": "string",
"description": "single-factor, mfa, or unknown (default)"
},
"segmented": {
"type": "string",
"description": "true, false, or unknown (default). If all three deployment-context params are unknown, the tier is capped at informational."
},
"internet_facing": {
"type": "string",
"description": "true, false, or unknown (default)"
}
},
"additionalProperties": false
}Human-readable analyst brief: BLUF, key judgments, and ICD-203 confidence assessment for a threat actor, optionally scoped to a sector. Same fan-out data as /ot/report but synthesised into a short decision-ready brief instead of a full report. Price: $0.12 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor* | string | ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME |
| sector | string | Optional target sector e.g. energy, water, manufacturing |
{
"type": "object",
"required": [
"actor"
],
"properties": {
"actor": {
"type": "string",
"description": "ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME"
},
"sector": {
"type": "string",
"description": "Optional target sector e.g. energy, water, manufacturing"
}
},
"additionalProperties": false
}Profiles an ASN for ICS threat actor infrastructure use. Returns actor associations (SANDWORM, VOLTZITE, XENOTIME), phishing kit links (Tycoon2FA, EvilProxy, NakedPages), bulletproof hosting indicators, abuse categories (c2, staging, phishing), and an OT-specific blocking recommendation with WAF rule hint. Price: $0.03 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| asn* | string | ASN identifier e.g. AS215540, AS9009, AS29802 |
| org | string | Optional org name fragment e.g. hivelocity, m247 |
{
"type": "object",
"required": [
"asn"
],
"properties": {
"asn": {
"type": "string",
"description": "ASN identifier e.g. AS215540, AS9009, AS29802"
},
"org": {
"type": "string",
"description": "Optional org name fragment e.g. hivelocity, m247"
}
},
"additionalProperties": false
}Synthesises vendor, model, firmware, sector, and network context into a branchable risk verdict. Returns risk_score (0-100), escalate (boolean), recommended_action, and contributing threat actors. Price: $0.05 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| model* | string | e.g. s7-1500, modicon-m340, controllogix |
| sector* | string | energy | water | manufacturing | oil-and-gas | chemical | nuclear |
| vendor* | string | e.g. siemens, schneider, rockwell, ge, honeywell |
| network* | string | internet-facing | dmz | lan-only | air-gapped |
| firmware | string | Firmware version e.g. 2.9.2 — enables firmware-specific CVE matching |
{
"type": "object",
"required": [
"vendor",
"model",
"sector",
"network"
],
"properties": {
"model": {
"type": "string",
"description": "e.g. s7-1500, modicon-m340, controllogix"
},
"sector": {
"type": "string",
"description": "energy | water | manufacturing | oil-and-gas | chemical | nuclear"
},
"vendor": {
"type": "string",
"description": "e.g. siemens, schneider, rockwell, ge, honeywell"
},
"network": {
"type": "string",
"description": "internet-facing | dmz | lan-only | air-gapped"
},
"firmware": {
"type": "string",
"description": "Firmware version e.g. 2.9.2 — enables firmware-specific CVE matching"
}
},
"additionalProperties": false
}Active campaigns targeting a specific industrial sector. Returns campaign name, attributed actor, start date, targeted geography, TTPs in use, and CVEs being exploited. Price: $0.05 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| sector* | string | energy | water | manufacturing | oil-and-gas | electric | nuclear | chemical |
| status | string | active (default) or all |
{
"type": "object",
"required": [
"sector"
],
"properties": {
"sector": {
"type": "string",
"description": "energy | water | manufacturing | oil-and-gas | electric | nuclear | chemical"
},
"status": {
"enum": [
"active",
"all"
],
"type": "string",
"default": "active",
"description": "active (default) or all"
}
},
"additionalProperties": false
}Grounded in Meng et al., 'Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence' (arXiv:2509.23573v3, Feb 2026). Classifies a CTI claim against the paper's three failure modes — spurious correlation, contradictory knowledge, constrained generalization — using intel.db grounding plus DeepSeek synthesis. Returns a reliability score, verdict, corroborating/contradicting evidence, and confidence. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor | string | Optional actor name to ground the claim against intel.db, e.g. SANDWORM. |
| claim* | string | The CTI claim to assess, e.g. an actor-targeting, attribution, or TTP claim. |
| cve_id | string | Optional CVE ID to ground the claim against intel.db. |
{
"type": "object",
"required": [
"claim"
],
"properties": {
"actor": {
"type": "string",
"description": "Optional actor name to ground the claim against intel.db, e.g. SANDWORM."
},
"claim": {
"type": "string",
"description": "The CTI claim to assess, e.g. an actor-targeting, attribution, or TTP claim."
},
"cve_id": {
"type": "string",
"description": "Optional CVE ID to ground the claim against intel.db."
}
},
"additionalProperties": false
}Rolls up compliance-gap mapping across multiple CVEs/threat actors in a single call. Deterministic per-item table lookup against the same compliance_mappings data as /ot/compliance, deduplicated and rolled up into one aggregate severity rating. LLM only writes the remediation summary prose. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| items* | string | Comma-separated CVE IDs and/or actor names, max 25, e.g. CVE-2023-38802,CVE-2024-12345,SANDWORM,XENOTIME. Each token auto-detected as a CVE ID or treated as an actor name. |
| framework | string | Optional filter to one compliance framework. |
| entity_sector | string | Informs the remediation summary's tone/priority framing only — does not filter which controls match. |
{
"type": "object",
"required": [
"items"
],
"properties": {
"items": {
"type": "string",
"description": "Comma-separated CVE IDs and/or actor names, max 25, e.g. CVE-2023-38802,CVE-2024-12345,SANDWORM,XENOTIME. Each token auto-detected as a CVE ID or treated as an actor name."
},
"framework": {
"enum": [
"nerc_cip",
"iec_62443_2_1",
"iec_62443_2_4",
"iec_62443_3_2",
"iec_62443_3_3",
"iec_62443_4_2",
"nist_800_82",
"nist_csf",
"cisa_cpg",
"nca_otcc",
"uae_nesa_ia",
"all"
],
"type": "string",
"default": "all",
"description": "Optional filter to one compliance framework."
},
"entity_sector": {
"enum": [
"ENERGY",
"WATER",
"TRANSPORTATION",
"GOVERNMENT"
],
"type": "string",
"description": "Informs the remediation summary's tone/priority framing only — does not filter which controls match."
}
},
"additionalProperties": false
}Returns triggered compliance controls for a CVE or threat actor across 11 frameworks: NERC CIP, IEC 62443 (2-1/2-4/3-2/3-3/4-2), NIST 800-82, NIST CSF 2.0, CISA CPG, Saudi NCA OTCC, and UAE NESA IA. Deterministic table lookup — LLM only adds compensating control prose. Designed for automated compliance reporting agents: call when a new advisory drops, generate gap report, route to compliance team. Price: $0.04 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor | string | Threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME |
| cve_id | string | CVE identifier e.g. CVE-2023-38802 |
| framework | string | Optional filter to one compliance framework. Omit or pass 'all' to return matches across every framework. |
{
"type": "object",
"properties": {
"actor": {
"type": "string",
"description": "Threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME"
},
"cve_id": {
"type": "string",
"description": "CVE identifier e.g. CVE-2023-38802"
},
"framework": {
"enum": [
"nerc_cip",
"iec_62443_2_1",
"iec_62443_2_4",
"iec_62443_3_2",
"iec_62443_3_3",
"iec_62443_4_2",
"nist_800_82",
"nist_csf",
"cisa_cpg",
"nca_otcc",
"uae_nesa_ia",
"all"
],
"type": "string",
"default": "all",
"description": "Optional filter to one compliance framework. Omit or pass 'all' to return matches across every framework."
}
},
"additionalProperties": false
}Publication-ready threat intelligence article (~700 words). Fans out to /ot/actor or /ot/cve + /ot/campaign + /ot/malware + /ot/advisory. DeepSeek writes in journalistic CTI style with headline, lede, body, defanged IOCs, and TLP marking. Suitable for threat intel blog posts or advisories. Price: $0.45 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| cve | string | CVE ID e.g. CVE-2024-12345 (required if no actor) |
| actor | string | Actor name e.g. CHERNOVITE (required if no cve) |
| sector | string | Optional sector context |
{
"type": "object",
"properties": {
"cve": {
"type": "string",
"description": "CVE ID e.g. CVE-2024-12345 (required if no actor)"
},
"actor": {
"type": "string",
"description": "Actor name e.g. CHERNOVITE (required if no cve)"
},
"sector": {
"type": "string",
"description": "Optional sector context"
}
},
"additionalProperties": false
}CVE lookup enriched for ICS/SCADA environments. Returns OT-adjusted severity, cyber-physical impact, affected ICS layer, compensating controls, patch feasibility, and CISA KEV status. Price: $0.02 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| id* | string | CVE identifier e.g. CVE-2023-38802 |
{
"type": "object",
"required": [
"id"
],
"properties": {
"id": {
"type": "string",
"description": "CVE identifier e.g. CVE-2023-38802"
}
},
"additionalProperties": false
}Returns YARA/Sigma detection rules for an ICS malware family or threat actor. Rules sourced from public corpus (Florian Roth signature-base, CISA advisories) are marked validated:true and safe for staging. DeepSeek-synthesised rules carry validated:false and require lab testing. Designed for automated threat hunting pipelines that commit rules to SIEMs and EDRs. Price: $0.05 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| format | string | Rule format filter (default: all) |
| target* | string | Malware or actor name e.g. PIPEDREAM, INDUSTROYER2, TRITON, SANDWORM, CHERNOVITE |
{
"type": "object",
"required": [
"target"
],
"properties": {
"format": {
"enum": [
"yara",
"sigma",
"snort",
"all"
],
"type": "string",
"default": "all",
"description": "Rule format filter (default: all)"
},
"target": {
"type": "string",
"description": "Malware or actor name e.g. PIPEDREAM, INDUSTROYER2, TRITON, SANDWORM, CHERNOVITE"
}
},
"additionalProperties": false
}Exposure data for OT devices by vendor and model. Default credential risk, exposed OT protocols (Modbus/502, S7comm/102, DNP3/20000, PCOM/20256), and hardening recommendations. Price: $0.05 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| model* | string | Device model e.g. s7-1200, modicon-m340, controllogix, vision |
| vendor* | string | Vendor e.g. siemens, schneider, rockwell, honeywell, unitronics, ge, beckhoff |
{
"type": "object",
"required": [
"vendor",
"model"
],
"properties": {
"model": {
"type": "string",
"description": "Device model e.g. s7-1200, modicon-m340, controllogix, vision"
},
"vendor": {
"type": "string",
"description": "Vendor e.g. siemens, schneider, rockwell, honeywell, unitronics, ge, beckhoff"
}
},
"additionalProperties": false
}Recurring public 'State of OT Threat Intel — GCC' sitrep, human-reviewed before publish, sourced from the same intel.db pipeline as /ot/sitrep. Price: $0.01 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| issue_date | string | Optional YYYY-MM-DD of a past edition; defaults to latest reviewed edition |
{
"type": "object",
"properties": {
"issue_date": {
"type": "string",
"description": "Optional YYYY-MM-DD of a past edition; defaults to latest reviewed edition"
}
},
"additionalProperties": false
}Checks whether a tank/vessel's reported level change is physically consistent with its reported flow-in/flow-out via conservation of mass. Fully deterministic, no LLM, no trained model. Inspired by Barbhaya et al. 2025's physical-invariant residual check — flags inconsistency and direction, does not assert a specific cause. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| flow_in* | number | Metered inflow rate |
| asset_id* | string | Identifier for the tank/vessel being checked |
| flow_out* | number | Metered outflow rate |
| level_end* | number | Level reading at end of interval |
| tank_area* | number | Cross-sectional area, must be > 0 |
| dt_seconds* | number | Interval duration in seconds, must be > 0 |
| level_start* |
IOC enrichment via AlienVault OTX and AbuseIPDB. Returns verdict on whether the IOC is linked to ICS-targeting campaigns. Price: $0.01 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| type* | string | IOC type: ip or domain |
| value* | string | IP address or domain |
{
"type": "object",
"required": [
"value",
"type"
],
"properties": {
"type": {
"enum": [
"ip",
"domain"
],
"type": "string",
"description": "IOC type: ip or domain"
},
"value": {
"type": "string",
"description": "IP address or domain"
}
},
"additionalProperties": false
}LinkedIn post for a CTI/ICS security audience. Fans out to /ot/actor or /ot/cve + /ot/advisory. Returns hook line, 3-5 intelligence bullet observations, call to action, and hashtags. Ready to publish. Price: $0.15 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| cve | string | CVE ID (required if no actor) |
| actor | string | Actor name e.g. VOLTZITE (required if no cve) |
{
"type": "object",
"properties": {
"cve": {
"type": "string",
"description": "CVE ID (required if no actor)"
},
"actor": {
"type": "string",
"description": "Actor name e.g. VOLTZITE (required if no cve)"
}
},
"additionalProperties": false
}Structured profiles of known ICS malware: PIPEDREAM, TRITON, INDUSTROYER2, CRASHOVERRIDE, FROSTYLOOP, BLACKENERGY. Returns capabilities, targeted OT protocols, attributed actor, and MITRE ATT&CK for ICS techniques. Price: $0.02 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| name* | string | Malware name e.g. PIPEDREAM, TRITON, INDUSTROYER2, CRASHOVERRIDE |
{
"type": "object",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"description": "Malware name e.g. PIPEDREAM, TRITON, INDUSTROYER2, CRASHOVERRIDE"
}
},
"additionalProperties": false
}Prescriptive D3FEND-mapped mitigation guidance for OT/ICS threats. Pass one of actor, cve_id, or technique_id, optionally with vendor_stack. Returns matched ATT&CK ICS techniques mapped to D3FEND defensive countermeasures with priority and rationale, plus prescriptive architecture recommendations. DeepSeek-synthesised, ICD-203 estimative language. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor | string | Threat actor name e.g. SANDWORM. At least one of actor, cve_id, or technique_id is required. |
| cve_id | string | CVE identifier. At least one of actor, cve_id, or technique_id is required. |
| technique_id | string | MITRE ATT&CK ICS technique ID e.g. T0836. At least one of actor, cve_id, or technique_id is required. |
| vendor_stack | string | Optional vendor/product context e.g. Schneider Modicon |
{
"type": "object",
"properties": {
"actor": {
"type": "string",
"description": "Threat actor name e.g. SANDWORM. At least one of actor, cve_id, or technique_id is required."
},
"cve_id": {
"type": "string",
"description": "CVE identifier. At least one of actor, cve_id, or technique_id is required."
},
"technique_id": {
"type": "string",
"description": "MITRE ATT&CK ICS technique ID e.g. T0836. At least one of actor, cve_id, or technique_id is required."
},
"vendor_stack": {
"type": "string",
"description": "Optional vendor/product context e.g. Schneider Modicon"
}
},
"additionalProperties": false
}Full patch feasibility for a CVE in OT/ICS environments. Returns patch availability, OT-safe workarounds, estimated downtime, safe-to-patch-live flag, and risk-vs-disruption score (1-10). Price: $0.05 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| id* | string | CVE identifier e.g. CVE-2021-34527 |
{
"type": "object",
"required": [
"id"
],
"properties": {
"id": {
"type": "string",
"description": "CVE identifier e.g. CVE-2021-34527"
}
},
"additionalProperties": false
}Buckets an actor's known ATT&CK-for-ICS TTPs into pre-impact (reconnaissance through command-and-control — the early-warning window before physical/process disruption) vs impact-stage (inhibit-response-function, impair-process-control, impact). Deterministic tactic-taxonomy lookup against intel.db — no LLM in the classification path. Price: $0.04 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor* | string | ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME |
{
"type": "object",
"required": [
"actor"
],
"properties": {
"actor": {
"type": "string",
"description": "ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME"
}
},
"additionalProperties": false
}Aggregates the same deterministic capability x opportunity x intent scoring used by /ot/threat-score across the actors relevant to a sector+region, ranks them, and returns a DeepSeek-written executive summary (BLUF, ICD-203 language). Portfolio-level companion to /ot/threat-score — for vCISO agents and GRC/board-reporting automation. Price: $0.40 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| region* | string | Target region e.g. GCC, KSA, UAE, Qatar, Europe |
| sector* | string | Target sector e.g. energy, water, manufacturing |
| timeframe | string | Optional lookback window, default 90d |
| vendor_stack | string | Optional comma-separated vendor list e.g. 'Schneider Modicon,Siemens SIMATIC' — feeds each actor's capability score, same as /ot/threat-score |
| compliance_framework | string | Optional — framework to note qualitatively in the narrative e.g. NIST_CSF_2_0, IEC_62443_3_2 |
{
"type": "object",
"required": [
"sector",
"region"
],
"properties": {
"region": {
"type": "string",
"description": "Target region e.g. GCC, KSA, UAE, Qatar, Europe"
},
"sector": {
"type": "string",
"description": "Target sector e.g. energy, water, manufacturing"
},
"timeframe": {
"type": "string",
"default": "90d",
"description": "Optional lookback window, default 90d"
},
"vendor_stack": {
"type": "string",
"description": "Optional comma-separated vendor list e.g. 'Schneider Modicon,Siemens SIMATIC' — feeds each actor's capability score, same as /ot/threat-score"
},
"compliance_framework": {
"type": "string",
"description": "Optional — framework to note qualitatively in the narrative e.g. NIST_CSF_2_0, IEC_62443_3_2"
}
},
"additionalProperties": false
}Ranks which sensors most likely drove a reported anomaly by z-score deviation from each sensor's own baseline, given a caller-supplied telemetry window. Fully deterministic, no LLM, no trained model. Statistical approximation inspired by Oswal et al. 2025 (kernel SHAP + TCAE) — not a SHAP/TCAE reimplementation. Price: $0.15 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| top_k | integer | How many ranked sensors to return |
| window* | string | URL-encoded JSON array, max 20 entries: [{sensor_id, values[], baseline_mean?, baseline_stddev?}] |
| anomaly_event_id | string | Optional correlation ID, echoed back unchanged |
{
"type": "object",
"required": [
"window"
],
"properties": {
"top_k": {
"type": "integer",
"default": 5,
"description": "How many ranked sensors to return"
},
"window": {
"type": "string",
"description": "URL-encoded JSON array, max 20 entries: [{sensor_id, values[], baseline_mean?, baseline_stddev?}]"
},
"anomaly_event_id": {
"type": "string",
"description": "Optional correlation ID, echoed back unchanged"
}
},
"additionalProperties": false
}Complete 30-day threat brief for an industrial sector. Returns active actors, new CVE counts, active campaigns, top advisories, risk trend (increasing/stable/decreasing), and top 3 recommended actions. One call replaces 5+ chained calls. Price: $0.10 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| period | integer | Reporting period in days, default 30 |
| sector* | string | Sector e.g. energy, water, manufacturing, oil-and-gas, nuclear |
{
"type": "object",
"required": [
"sector"
],
"properties": {
"period": {
"type": "integer",
"default": 30,
"description": "Reporting period in days, default 30"
},
"sector": {
"type": "string",
"description": "Sector e.g. energy, water, manufacturing, oil-and-gas, nuclear"
}
},
"additionalProperties": false
}What is NEW for a sector in the last N days — new CVEs, new CISA advisories, new actor activity. Designed for cron-based monitoring agents. Only returns changes. Price: $0.03 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| days | integer | Lookback window in days, default 7 |
| sector* | string | Sector to monitor e.g. energy, water, manufacturing |
{
"type": "object",
"required": [
"sector"
],
"properties": {
"days": {
"type": "integer",
"default": 7,
"maximum": 30,
"description": "Lookback window in days, default 7"
},
"sector": {
"type": "string",
"description": "Sector to monitor e.g. energy, water, manufacturing"
}
},
"additionalProperties": false
}30-day situation report for an industrial sector. Fans out to /ot/actor/sector, /ot/advisory, /ot/campaign, /ot/delta, /ot/compliance. Returns threat landscape, top active actors, new advisories, what changed, compliance posture impact, and weekly recommended priorities. Price: $0.35 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| period | integer | Lookback days, default 30 |
| sector* | string | energy | water | manufacturing | oil-and-gas | electric | nuclear | chemical |
{
"type": "object",
"required": [
"sector"
],
"properties": {
"period": {
"type": "integer",
"default": 30,
"description": "Lookback days, default 30"
},
"sector": {
"type": "string",
"description": "energy | water | manufacturing | oil-and-gas | electric | nuclear | chemical"
}
},
"additionalProperties": false
}Deterministic lookup grounded in Hahn, Krief et al., 'An Evidence-Driven Analysis of Threat Information Sharing Challenges for Industrial Control Systems' (arXiv:2512.18714v3, Jan 2026). Returns whether STIX 2.1 can represent a given technique/protocol/CVE's artifacts (full/partial/none) and whether public reporting gave enough technical detail to be actionable for detection engineering. No LLM in the lookup path. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| cve_id | string | CVE ID from the paper's CISA KEV table, e.g. CVE-2023-3595. At least one of technique_id, protocol, or cve_id is required. |
| campaign | string | Optional filter: Triton, Stuxnet, or Industroyer. |
| protocol | string | ICS protocol name, e.g. TriStation, S7Comm, CIP. At least one of technique_id, protocol, or cve_id is required. |
| technique_id | string | MITRE ATT&CK ICS technique ID, e.g. T0836. At least one of technique_id, protocol, or cve_id is required. |
{
"type": "object",
"properties": {
"cve_id": {
"type": "string",
"description": "CVE ID from the paper's CISA KEV table, e.g. CVE-2023-3595. At least one of technique_id, protocol, or cve_id is required."
},
"campaign": {
"type": "string",
"description": "Optional filter: Triton, Stuxnet, or Industroyer."
},
"protocol": {
"type": "string",
"description": "ICS protocol name, e.g. TriStation, S7Comm, CIP. At least one of technique_id, protocol, or cve_id is required."
},
"technique_id": {
"type": "string",
"description": "MITRE ATT&CK ICS technique ID, e.g. T0836. At least one of technique_id, protocol, or cve_id is required."
}
},
"additionalProperties": false
}ICS/APT threat actor profiles grounded in published vendor research. MITRE ATT&CK for ICS techniques, known malware, attribution, physical impact, targeted sectors. Alias lookup: Volt Typhoon→VOLTZITE, APT44→SANDWORM. Price: $0.03 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| name* | string | Actor name or alias e.g. SANDWORM, VOLTZITE, XENOTIME, Volt Typhoon |
{
"type": "object",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"description": "Actor name or alias e.g. SANDWORM, VOLTZITE, XENOTIME, Volt Typhoon"
}
},
"additionalProperties": false
}Flags control-loop recon patterns and living-off-the-land/RMM-tool abuse from caller-submitted process/command observations. Fully deterministic keyword-pattern matching, no LLM. Grounded in CyberAgentX and AgenticCyOps (arXiv 2603.09134). ADVISORY ONLY — never executes containment or any network action. Price: $0.15 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| zone | string | Asset zone. Any RMM/LOTL match on OT is always scored HIGH. |
| observed_commands | string | Comma-separated command strings observed. Must not contain literal commas within a command. |
| observed_processes | string | Comma-separated process/tool names observed. At least one of observed_processes or observed_commands is required. |
{
"type": "object",
"properties": {
"zone": {
"enum": [
"OT",
"IT",
"DMZ"
],
"type": "string",
"description": "Asset zone. Any RMM/LOTL match on OT is always scored HIGH."
},
"observed_commands": {
"type": "string",
"description": "Comma-separated command strings observed. Must not contain literal commas within a command."
},
"observed_processes": {
"type": "string",
"description": "Comma-separated process/tool names observed. At least one of observed_processes or observed_commands is required."
}
},
"additionalProperties": false
}Deterministic capability x opportunity x intent threat score for an actor-target pairing. Scored from actor/CVE/campaign data plus GDELT geopolitical tension and OFAC sanctions pressure. Not LLM-generated. Price: $0.04 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| actor* | string | ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME |
| region* | string | Target region or country e.g. Europe, GCC, Ukraine |
| sector* | string | Target sector e.g. energy, water, manufacturing |
| vendor_stack* | string | Comma-separated OT/ICS vendors in the target environment e.g. Siemens,Schneider Electric. Pass 'none' if unknown. |
{
"type": "object",
"required": [
"actor",
"sector",
"region",
"vendor_stack"
],
"properties": {
"actor": {
"type": "string",
"description": "ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME"
},
"region": {
"type": "string",
"description": "Target region or country e.g. Europe, GCC, Ukraine"
},
"sector": {
"type": "string",
"description": "Target sector e.g. energy, water, manufacturing"
},
"vendor_stack": {
"type": "string",
"description": "Comma-separated OT/ICS vendors in the target environment e.g. Siemens,Schneider Electric. Pass 'none' if unknown."
}
},
"additionalProperties": false
}OT/ICS supply-chain vendor risk assessment. Returns risk tier, confidence, cited CVEs (KEV/EPSS), threat actors with historical targeting interest, and supply-chain mitigation recommendations. DeepSeek-synthesised, ICD-203 language. Price: $0.15 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| vendor* | string | OT/ICS vendor name e.g. Schneider Electric, Siemens, Rockwell Automation |
| product | string | Optional product line filter e.g. Modicon, SIMATIC |
{
"type": "object",
"required": [
"vendor"
],
"properties": {
"vendor": {
"type": "string",
"description": "OT/ICS vendor name e.g. Schneider Electric, Siemens, Rockwell Automation"
},
"product": {
"type": "string",
"description": "Optional product line filter e.g. Modicon, SIMATIC"
}
},
"additionalProperties": false
}Counterfactual vendor-swap risk comparison. Runs the same assessment used by /ot/vendor-risk on each vendor and returns the risk-tier delta plus per-vendor summaries, for pre-purchase or migration decisions. Price: $0.20 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| vendor_current* | string | Current OT/ICS vendor name e.g. Siemens |
| product_current | string | Optional current product line e.g. SIMATIC |
| vendor_proposed* | string | Proposed replacement vendor name e.g. Schneider Electric |
| product_proposed | string | Optional proposed product line e.g. Modicon |
{
"type": "object",
"required": [
"vendor_current",
"vendor_proposed"
],
"properties": {
"vendor_current": {
"type": "string",
"description": "Current OT/ICS vendor name e.g. Siemens"
},
"product_current": {
"type": "string",
"description": "Optional current product line e.g. SIMATIC"
},
"vendor_proposed": {
"type": "string",
"description": "Proposed replacement vendor name e.g. Schneider Electric"
},
"product_proposed": {
"type": "string",
"description": "Optional proposed product line e.g. Modicon"
}
},
"additionalProperties": false
}X/Twitter thread for an actor or CVE. Fans out to /ot/actor or /ot/cve. Returns 5-7 posts: hook, intel posts with ATT&CK IDs and affected systems, mitigation post, and hashtag post. Each post under 280 characters. Price: $0.10 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| cve | string | CVE ID (required if no actor) |
| actor | string | Actor name e.g. XENOTIME (required if no cve) |
{
"type": "object",
"properties": {
"cve": {
"type": "string",
"description": "CVE ID (required if no actor)"
},
"actor": {
"type": "string",
"description": "Actor name e.g. XENOTIME (required if no cve)"
}
},
"additionalProperties": false
}Submit an anonymized IOC/TTP sighting observed in the caller's own OT environment. Feeds the correlation corpus without storing an org identifier. Written to a separate sightings store, not intel.db. Price: $0.05 USDC per call via x402 on Base mainnet. An unpaid call returns an x402 PaymentRequired challenge; retry the identical call with the signed payload in _meta["x402/payment"].
| Argument | Type | Description |
|---|---|---|
| region* | string | Region where this was observed e.g. KSA, UAE |
| sector* | string | Sector where this was observed e.g. energy, water |
| actor_name | string | Optional actor name if the sighting is attributed |
| observed_at | string | Optional ISO 8601 timestamp of observation |
| ioc_or_ttp_id* | string | CVE ID, MITRE ATT&CK-for-ICS technique ID, or sha256 hash |
{
"type": "object",
"required": [
"ioc_or_ttp_id",
"sector",
"region"
],
"properties": {
"region": {
"type": "string",
"description": "Region where this was observed e.g. KSA, UAE"
},
"sector": {
"type": "string",
"description": "Sector where this was observed e.g. energy, water"
},
"actor_name": {
"type": "string",
"description": "Optional actor name if the sighting is attributed"
},
"observed_at": {
"type": "string",
"description": "Optional ISO 8601 timestamp of observation"
},
"ioc_or_ttp_id": {
"type": "string",
"description": "CVE ID, MITRE ATT&CK-for-ICS technique ID, or sha256 hash"
}
},
"additionalProperties": false
}| number |
| Level reading at start of interval |
| noise_floor | number | Residual magnitude below which reading is treated as consistent |
{
"type": "object",
"required": [
"asset_id",
"flow_in",
"flow_out",
"level_start",
"level_end",
"dt_seconds",
"tank_area"
],
"properties": {
"flow_in": {
"type": "number",
"description": "Metered inflow rate"
},
"asset_id": {
"type": "string",
"description": "Identifier for the tank/vessel being checked"
},
"flow_out": {
"type": "number",
"description": "Metered outflow rate"
},
"level_end": {
"type": "number",
"description": "Level reading at end of interval"
},
"tank_area": {
"type": "number",
"description": "Cross-sectional area, must be > 0"
},
"dt_seconds": {
"type": "number",
"description": "Interval duration in seconds, must be > 0"
},
"level_start": {
"type": "number",
"description": "Level reading at start of interval"
},
"noise_floor": {
"type": "number",
"default": 0.5,
"description": "Residual magnitude below which reading is treated as consistent"
}
},
"additionalProperties": false
}