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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Payments & trading

OT Intel API

OT/ICS threat intel for AI agents: 40 tools, pay per call in USDC on Base via x402.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
1176 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
40

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 1176 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name ot-intel-api.

  • Pass
    Lists tools

    tools/list returned 40 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 1176 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1176 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    112 of 112 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-20T17:30:47.452733Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using OT Intel API

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http ot-intel-api https://ot-intel-api.onrender.com/mcp

Capabilities

Tools 40

getActionConformance

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"].

Discovered
getActorDossier

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"].

Discovered
getActorReport

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"].

Discovered
getActorsBySector

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"].

Discovered
getAdvisories

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"].

Discovered
getAiAttackFeasibility

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"].

Discovered
getAiExposure

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"].

Discovered
getAiUplift

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"].

Discovered
getAnalystBrief

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"].

Discovered
getAsnProfile

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"].

Discovered
getAssetExposure

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"].

Discovered
getCampaigns

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"].

Discovered
getClaimReliability

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"].

Discovered
getComplianceBatch

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"].

Discovered
getComplianceMapping

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"].

Discovered
getCtiArticle

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"].

Discovered
getCveTriage

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"].

Discovered
getDetectionArtifacts

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"].

Discovered
getDeviceExposure

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"].

Discovered
getGccBulletin

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"].

Discovered
getInvariantReachability

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"].

Discovered
getIocEnrichment

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"].

Discovered
getLinkedinPost

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"].

Discovered
getMalwareProfile

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"].

Discovered
getMitigationMap

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"].

Discovered
getPatchFeasibility

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"].

Discovered
getPrecursorTtp

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"].

Discovered
getRiskExposure

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"].

Discovered
getRootCauseLocalization

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"].

Discovered
getSectorBrief

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"].

Discovered
getSectorDelta

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"].

Discovered
getSectorSitrep

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"].

Discovered
getStixCoverage

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"].

Discovered
getThreatActor

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"].

Discovered
getThreatHuntControlLoop

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"].

Discovered
getThreatScore

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"].

Discovered
getVendorRisk

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"].

Discovered
getVendorRiskDelta

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"].

Discovered
getXThread

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"].

Discovered
submitSighting

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"].

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1176 ms40