OT Intel API MCP
An MCP server providing 40 pay-per-call OT/ICS threat intelligence tools for AI agents. It covers CVE triage, device exposure, threat actor profiles, IOC enrichment, and compliance mapping for SCADA and industrial systems, using USDC micropayments on Base via x402.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://ot-intel-api.onrender.com/mcpWhat you can do with it
- Triage CVEs with OT-contextualized severity and ICS impact assessment
- Enrich IOCs with OT campaign context and threat actor attribution
- Map compliance gaps across NERC CIP, IEC 62443, and NIST CSF
- Generate threat actor reports, sector sitreps, and detection artifacts
Source and maintenance
Protocol and capabilities
- Server
- ot-intel-api 2.0.0
- MCP protocol
- 2025-06-18
- Tools
- 40 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {
"listChanged": false
}
}Server-provided instructions
Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.
Tools
40 advertised
getCveTriage — OT-Contextualised CVE Triage
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"].
{
"type": "object",
"required": [
"id"
],
"properties": {
"id": {
"type": "string",
"description": "CVE identifier e.g. CVE-2023-38802"
}
},
"additionalProperties": false
}{
"title": "OT-Contextualised CVE Triage",
"readOnlyHint": true,
"openWorldHint": true
}getDeviceExposure — OT Device Security Profile
Security profile for an OT device: its NVD CVEs (newest first), its CISA ICS advisories (full CSAF history), and a model-written hardening profile (default-credential risk, OT protocols at risk, hardening steps; labelled by profile_provenance). Not an internet exposure scan. 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"].
{
"type": "object",
"required": [
"vendor"
],
"properties": {
"model": {
"type": "string",
"description": "Device model e.g. s7-1200, modicon-m340, controllogix, vision. With a model, NVD is searched for the model name"
},
"vendor": {
"type": "string",
"description": "Vendor e.g. siemens, schneider, rockwell, honeywell, unitronics, ge, beckhoff"
}
},
"additionalProperties": false
}{
"title": "OT Device Security Profile",
"readOnlyHint": true,
"openWorldHint": true
}getThreatActor — ICS Threat Actor Profile
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"].
{
"type": "object",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"description": "Actor name or alias e.g. SANDWORM, VOLTZITE, XENOTIME, Volt Typhoon"
}
},
"additionalProperties": false
}{
"title": "ICS Threat Actor Profile",
"readOnlyHint": true,
"openWorldHint": true
}getActorsBySector — Threat Actors by Industrial Sector
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"].
{
"type": "object",
"required": [
"sector"
],
"properties": {
"sector": {
"type": "string",
"description": "Sector e.g. energy, water, manufacturing, oil-and-gas, chemical, nuclear"
}
},
"additionalProperties": false
}{
"title": "Threat Actors by Industrial Sector",
"readOnlyHint": true,
"openWorldHint": true
}getIocEnrichment — IOC Enrichment with OT Campaign Context
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"].
{
"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
}{
"title": "IOC Enrichment with OT Campaign Context",
"readOnlyHint": true,
"openWorldHint": true
}getAdvisories — CISA ICS-CERT Advisory Feed
CISA ICS advisories by vendor or sector from CISA's full CSAF history (since 2010), newest first. CVSS from the advisory, missing scores from NVD. Returns advisory IDs, CVE scores, vendors, CISA sectors, OT severity and triage links. One of vendor or sector is required. 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"].
{
"type": "object",
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 25,
"description": "Page size, default 10, max 25"
},
"since": {
"type": "string",
"format": "date",
"description": "Only advisories first published on or after this date (YYYY-MM-DD)"
},
"sector": {
"type": "string",
"description": "Sector filter e.g. energy, water, manufacturing"
},
"vendor": {
"type": "string",
"description": "Vendor filter e.g. siemens, schneider, rockwell"
}
},
"additionalProperties": false
}{
"title": "CISA ICS-CERT Advisory Feed",
"readOnlyHint": true,
"openWorldHint": true
}getPatchFeasibility — OT Patch Feasibility Assessment
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"].
{
"type": "object",
"required": [
"id"
],
"properties": {
"id": {
"type": "string",
"description": "CVE identifier e.g. CVE-2021-34527"
}
},
"additionalProperties": false
}{
"title": "OT Patch Feasibility Assessment",
"readOnlyHint": true,
"openWorldHint": true
}getAssetExposure — Asset Risk Score and Escalation Verdict
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"].
{
"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
}{
"title": "Asset Risk Score and Escalation Verdict",
"readOnlyHint": true,
"openWorldHint": true
}getCampaigns — Active ICS Campaign Tracker
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"].
{
"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
}{
"title": "Active ICS Campaign Tracker",
"readOnlyHint": true,
"openWorldHint": true
}getSectorDelta — Sector Change Feed
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"].
{
"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
}{
"title": "Sector Change Feed",
"readOnlyHint": true,
"openWorldHint": true
}getMalwareProfile — ICS Malware Encyclopedia
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"].
{
"type": "object",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"description": "Malware name e.g. PIPEDREAM, TRITON, INDUSTROYER2, CRASHOVERRIDE"
}
},
"additionalProperties": false
}{
"title": "ICS Malware Encyclopedia",
"readOnlyHint": true,
"openWorldHint": true
}getSectorBrief — Sector Threat Brief
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"].
{
"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
}{
"title": "Sector Threat Brief",
"readOnlyHint": true,
"openWorldHint": true
}getAsnProfile — ICS Threat Actor ASN Infrastructure Profiling
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"].
{
"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
}{
"title": "ICS Threat Actor ASN Infrastructure Profiling",
"readOnlyHint": true,
"openWorldHint": true
}getDetectionArtifacts — ICS Detection Artifact Retrieval
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"].
{
"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
}{
"title": "ICS Detection Artifact Retrieval",
"readOnlyHint": true,
"openWorldHint": true
}getComplianceMapping — Multi-Framework Compliance Gap Mapping
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"].
{
"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
}{
"title": "Multi-Framework Compliance Gap Mapping",
"readOnlyHint": true,
"openWorldHint": true
}getComplianceBatch — Aggregate Compliance Gap Assessment
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"].
{
"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
}{
"title": "Aggregate Compliance Gap Assessment",
"readOnlyHint": true,
"openWorldHint": true
}getThreatScore — Actor-Target Threat Score (Capability x Opportunity x Intent)
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"].
{
"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
}{
"title": "Actor-Target Threat Score (Capability x Opportunity x Intent)",
"readOnlyHint": true,
"openWorldHint": true
}getPrecursorTtp — Precursor / Dwell-Time TTP Breakdown
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"].
{
"type": "object",
"required": [
"actor"
],
"properties": {
"actor": {
"type": "string",
"description": "ICS threat actor name e.g. SANDWORM, VOLTZITE, XENOTIME"
}
},
"additionalProperties": false
}{
"title": "Precursor / Dwell-Time TTP Breakdown",
"readOnlyHint": true,
"openWorldHint": true
}getRootCauseLocalization — Statistical Anomaly Attribution
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"].
{
"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
}{
"title": "Statistical Anomaly Attribution",
"readOnlyHint": true,
"openWorldHint": true
}getThreatHuntControlLoop — Advisory Threat Hunt (Control-Loop Recon / RMM-LOTL)
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"].
{
"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
}{
"title": "Advisory Threat Hunt (Control-Loop Recon / RMM-LOTL)",
"readOnlyHint": true,
"openWorldHint": true
}getInvariantReachability — Physical Invariant Check
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"].
{
"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
}{
"title": "Physical Invariant Check",
"readOnlyHint": true,
"openWorldHint": true
}getVendorRisk — OT/ICS Third-Party Vendor Risk Assessment
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"].
{
"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
}{
"title": "OT/ICS Third-Party Vendor Risk Assessment",
"readOnlyHint": true,
"openWorldHint": true
}getRiskExposure — Board/GRC-Level Portfolio Risk Aggregator
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"].
{
"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
}{
"title": "Board/GRC-Level Portfolio Risk Aggregator",
"readOnlyHint": true,
"openWorldHint": true
}getActionConformance — Remediation Action Risk Gate
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"].
{
"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
}{
"title": "Remediation Action Risk Gate",
"readOnlyHint": true,
"openWorldHint": true
}getAiExposure — AI/Agentic Copilot Attack Surface Lookup
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"].
{
"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
}{
"title": "AI/Agentic Copilot Attack Surface Lookup",
"readOnlyHint": true,
"openWorldHint": true
}getAiUplift — Attacker AI-Uplift Exposure
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"].
{
"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
}{
"title": "Attacker AI-Uplift Exposure",
"readOnlyHint": true,
"openWorldHint": true
}getAiAttackFeasibility — LLM-Generated ICS Attack Feasibility
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"].
{
"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
}{
"title": "LLM-Generated ICS Attack Feasibility",
"readOnlyHint": true,
"openWorldHint": true
}getClaimReliability — CTI Claim Reliability Scoring
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"].
{
"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
}{
"title": "CTI Claim Reliability Scoring",
"readOnlyHint": true,
"openWorldHint": true
}getStixCoverage — STIX Representability + Actionability Lookup
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"].
{
"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
}{
"title": "STIX Representability + Actionability Lookup",
"readOnlyHint": true,
"openWorldHint": true
}getMitigationMap — D3FEND-Mapped Mitigation Guidance
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"].
{
"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
}{
"title": "D3FEND-Mapped Mitigation Guidance",
"readOnlyHint": true,
"openWorldHint": true
}getActorReport — Full Threat Actor Report (Markdown)
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"].
{
"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
}{
"title": "Full Threat Actor Report (Markdown)",
"readOnlyHint": true,
"openWorldHint": true
}getActorDossier — Deep Actor Dossier
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"].
{
"type": "object",
"required": [
"actor"
],
"properties": {
"actor": {
"type": "string",
"description": "Actor name e.g. SANDWORM, XENOTIME, VOLTZITE"
}
},
"additionalProperties": false
}{
"title": "Deep Actor Dossier",
"readOnlyHint": true,
"openWorldHint": true
}getSectorSitrep — Sector Situation Report
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"].
{
"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
}{
"title": "Sector Situation Report",
"readOnlyHint": true,
"openWorldHint": true
}getCtiArticle — CTI Article (Publication-Ready)
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"].
{
"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
}{
"title": "CTI Article (Publication-Ready)",
"readOnlyHint": true,
"openWorldHint": true
}getLinkedinPost — LinkedIn Post for CTI/ICS Audience
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"].
{
"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
}{
"title": "LinkedIn Post for CTI/ICS Audience",
"readOnlyHint": true,
"openWorldHint": true
}getXThread — X/Twitter Thread (5-7 Posts)
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"].
{
"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
}{
"title": "X/Twitter Thread (5-7 Posts)",
"readOnlyHint": true,
"openWorldHint": true
}getAnalystBrief — Analyst Brief (BLUF)
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"].
{
"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
}{
"title": "Analyst Brief (BLUF)",
"readOnlyHint": true,
"openWorldHint": true
}getVendorRiskDelta — Vendor-Swap Risk Comparison
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"].
{
"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
}{
"title": "Vendor-Swap Risk Comparison",
"readOnlyHint": true,
"openWorldHint": true
}submitSighting — Submit OT Sighting
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"].
{
"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
}{
"title": "Submit OT Sighting",
"readOnlyHint": false,
"openWorldHint": true
}getGccBulletin — GCC OT Threat Sitrep (Public Bulletin)
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"].
{
"type": "object",
"properties": {
"issue_date": {
"type": "string",
"description": "Optional YYYY-MM-DD of a past edition; defaults to latest reviewed edition"
}
},
"additionalProperties": false
}{
"title": "GCC OT Threat Sitrep (Public Bulletin)",
"readOnlyHint": true,
"openWorldHint": true
}Prompts
Not advertised
Resources
Not advertised
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 547 ms
- 95th percentile latency
- 547 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 547 ms · metadata changed · 40 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http ot-intel-api-mcp https://ot-intel-api.onrender.com/mcpCodex
codex mcp add ot-intel-api-mcp --url https://ot-intel-api.onrender.com/mcpCursor
{
"mcpServers": {
"ot-intel-api-mcp": {
"url": "https://ot-intel-api.onrender.com/mcp"
}
}
}Cline
{
"mcpServers": {
"ot-intel-api-mcp": {
"type": "streamableHttp",
"url": "https://ot-intel-api.onrender.com/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"ot-intel-api-mcp": {
"type": "http",
"url": "https://ot-intel-api.onrender.com/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http ot-intel-api-mcp https://ot-intel-api.onrender.com/mcpClaude Desktop
{
"mcpServers": {
"ot-intel-api-mcp": {
"url": "https://ot-intel-api.onrender.com/mcp"
}
}
}Windsurf
{
"mcpServers": {
"ot-intel-api-mcp": {
"serverUrl": "https://ot-intel-api.onrender.com/mcp"
}
}
}Let your agent find its tools
Find servers like OT Intel API MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.