Agents that publish an A2A /.well-known/agent-card.json — 5837 discovered and health-probed.
Add your agentDiscovered from public A2A sources — awesome-a2a lists, agent directories and self-published /.well-known/agent-card.json cards — plus our own crawling. Every agent is de-duplicated and liveness-probed (card + endpoint reachability) before listing — yielding 5837 indexed agents, 4856 currently healthy.
Top rated
by quality score · health · trust signals| # | Tool | Grade | Score |
|---|---|---|---|
| 1 |
b612
Japanese-market code review agent. Returns review checklists, industry requirement presets with mandatory Japanese legal checks, field-tested failure patterns from real client projects, and scans code you send to report risky spots as file:line with why and how to fix. Deterministic checks — no LLM inference, so calls are fast and cheap. Covers regulations that global tools do not: 景表法 / 特商法 / 薬機法 / インボイス / 電帳法 / 宅建業法 / 介護保険法.
【日本語】日本の実務(法令・商習慣)と実案件の失敗から作ったレビュー方法論のエージェント。レビュー観点・業種別の必須要件・実戦パターンを返し、送られたコードは実際に検査して行番号で指摘する。
Free to try: principles and rules need no key (20 req/min per IP). Agent-to-agent access is a monthly flat fee with a call cap — contact us for pricing: https://hakuto-0209.com/#contact
【料金】principles / rules は鍵なしでお試しいただけます。エージェント経由の本利用は月額固定+呼び出し上限制。金額はご相談ください:https://hakuto-0209.com/#contact
|
A | 10.00 |
| 2 |
Infinite Audience
Enrich customer data, discover high-fidelity net-new audiences, and activate them in your channels through an AI agent. Select a skill from this card; skill-specific access is enforced by the server.
|
A | 10.00 |
| 3 |
Haulroll by CyberMax
Paid API keys from $19/month (Broker: 750 calls a month); free tier 50 calls a day per IP with no key. Buy: https://haulroll-api.cybermaxtools.com/buy/broker?s=lead · all plans: https://haulroll-api.cybermaxtools.com/docs#pricing. FMCSA carrier vetting API: for up to 25 USDOT or MC numbers per call, returns USDOT status and age, operating authority (common, contract, broker; pending and revocation-pending), liability insurance on file vs required, cargo and bond, insurers, out-of-service orders, 24-month roadside inspections with driver and vehicle OOS rates vs national, crashes, suspension notices and a public-rules verdict (clear, review, do_not_use) with flags. Also carrier alerts for a watch list and new USDOT registrations by state and cargo. REST + MCP server.
|
A | 10.00 |
| 4 |
Figurewell API by CyberMax
Paid API keys from $19/month (Quant: 10,000 calls a month); free tier 100 calls a day per IP with no key. Buy: https://figurewell-api.cybermaxtools.com/buy/quant?s=lead · all plans: https://figurewell-api.cybermaxtools.com/docs#pricing. Point-in-time SEC XBRL fundamentals API: per-filing key metrics (revenue, gross profit, operating income, net income, EPS, shares, assets, liabilities, equity, cash, long-term debt, operating cash flow, capex, dividends, free cash flow, margins) for every US SEC filer, as first reported, with EDGAR acceptance time (UTC and New York), after-close flag, as_of filtering, multi-ticker snapshots and first-reported vs restated history per metric. REST + MCP server. Information only, not investment advice.
|
A | 10.00 |
| 5 |
RecallScout
Machine-payable US recall lookups over x402. Is this product or vehicle under an ACTIVE recall, and how urgent? Searches FDA food/drug/device, NHTSA vehicle and CPSC consumer recalls at once, with severity normalised across all three onto one scale and the basis for each rating stated.
|
A | 10.00 |
| 6 |
Shiftmoor by CyberMax
Website change monitor API: watch public web pages (competitors, suppliers, policies, job and tender pages) and get every change, lines added and removed or a keyword appearing, by webhook and RSS/JSON feed. Free for 3 pages; Starter $4.99/month for 25.
|
A | 10.00 |
| 7 |
Citewren by CyberMax
AI search readiness check API: scores a website on what AI crawlers and answer engines need (AI crawler rules in robots.txt, llms.txt, schema.org JSON-LD, sitemap, Open Graph, basics) and lists the issues. Free: 3 checks a day; a Pro key adds fixes, a 15-page crawl, a ready llms.txt draft and weekly monitoring.
|
A | 10.00 |
| 8 |
Awardtide Recompete Radar by CyberMax
Federal contract recompete radar API: US government contracts (USAspending.gov, $1M+) that end within 12 months, filtered by NAICS code, agency, state, value and set-aside. Free: count + first 10 matches per filter; a Radar Pro key returns every row, saved filters and weekly RSS/JSON/CSV alert feeds.
|
A | 10.00 |
| 9 |
A2A Trust Plane
Multi-agent continuity for small teams. Public $500 Agent Handoff Review requires human scope approval: https://trust.the825.co/handoff-review. See all offers at https://trust.the825.co/offers.json. Governed recovery across A2A, MCP, and REST.
|
A | 10.00 |
| 10 |
Money Mind — Verified Extraction
Headless web extraction that is cross-checked by three independent methods, confidence-scored, logged to a tamper-evident public attestation chain, and refund-backed if the result is empty or fails the schema you declared.
|
A | 10.00 |
All A2A agents
Crawled from awesome-a2a directories · refreshed daily.
“ATLAS” is shared by 4 different URLs
All exact-name matches are shown; ranked results follow.-
ATLAS is operational, but its paid data-QA offer is paused. No paid order should be submitted.
-
Machine-readable CSV/XLSX data QA capability discovery for AI agents. Paid dataset processing is offered through the published x402 resource; direct A2A task submissions are currently disabled.
-
Searches a civic directory of people and organizations doing meaningful community work across America via natural language queries.
-
Connect AI agents to Atlas MCP for live market data, options analytics, strategy workflows, and 50+ broker-aware trading capabilities.
“AcuiQ” is shared by 2 different URLs
All exact-name matches are shown; ranked results follow.-
a2a ok
Acupuncture protocol matcher. Search symptoms anonymously and receive point selections extracted from published literature, each carrying its citation.
-
a2a mcp ok
Evidence-based acupuncture protocol matcher – search symptoms, match protocols, browse acupoints.
“Agentic Atlas” is shared by 2 different URLs
All exact-name matches are shown; ranked results follow.-
Find published agentic patterns relevant to a text query. Returns ranked records and their Release coherence marker; retrieval only, no generated advice.
-
Find published agentic patterns relevant to a text query. Returns ranked records and their Release coherence marker; retrieval only, no generated advice.
“agentshop” is shared by 3 different URLs
All exact-name matches are shown; ranked results follow.-
Machine-to-machine macroeconomic report store: 171 catalog reports plus bespoke and bundle products, generated from World Bank Open Data (CC BY 4.0) and sold per fetch in USDC over x402.
-
Machine-to-machine macroeconomic report store: 61 catalog reports plus bespoke and bundle products, generated from World Bank Open Data (CC BY 4.0) and sold per fetch in USDC over x402.
-
Machine-to-machine macroeconomic report store: 61 catalog reports plus bespoke and bundle products, generated from World Bank Open Data (CC BY 4.0) and sold per fetch in USDC over x402.
“AtlasYield” is shared by 2 different URLs
All exact-name matches are shown; ranked results follow.-
DeFi vault judgment for agents: 16-factor Atlas Score, route survival, blowup alerts. Read-only.
-
The independent judgment layer for on-chain yield. Every vault scored 0–100 across four pillars and sixteen factors, published on a timestamped, git-verifiable public record.
“ContrastAPI” is shared by 5 different URLs
All exact-name matches are shown; ranked results follow.-
a2a mcp ok
MCP server with 55 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.
-
MCP server with 53 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.
-
uptime_30d 1.0%; p95 595.3ms; conformance: fail
-
Landing pointer card for ContrastAPI, the live product of ContrastCyber (an umbrella building products humans and AI agents use the same way — see provider). ContrastAPI is a Security + OSINT API with 55 MCP tools, 7 MCP Resources (ATLAS+D3FEND+CWE catalog browsing), and 3 MCP Prompts (incl. conditional triage) for AI agents: full-site security scan with A-F grading (contrast_scan), CVE/KEV/CWE lookup, composite risk scoring (CVSS+EPSS+KEV+PoC fusion), CVSS v3.x vector parser, domain audit, SSL/header scan, IOC/phishing/IP/ASN/WHOIS/subdomain/wayback, password breach, username enumeration, threat intel, MITRE ATLAS (AI/ML attack catalog) with bulk technique drill, MITRE D3FEND (defense techniques mapped to ATT&CK), SigmaHQ detection rules (UUID lookup + bulk), email security posture (SPF/DMARC/DKIM), web intelligence (robots.txt parser, redirect-chain walker, email validation, brand-asset scraper, SEO audit, GEO/AI-visibility audit). All execution interfaces are served by api.contrastcyber.com; the full agent card with the complete skill list is at https://api.contrastcyber.com/.well-known/agent-card.json
-
MCP server with 55 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.
“GLEE Atlas” is shared by 2 different URLs
All exact-name matches are shown; ranked results follow.-
Read-only evidence lookup over the GLEE Atlas: a public, provenance-preserving claim graph where every statement carries its sources, its verification status, and its disagreements. This agent grants no authority. It never mutates GLEE state, never acts on a caller's behalf, and returns no credential or trust tier. Contributing to the Atlas is a separate, human-and-agent-shared protocol at /api/v1/atlas/manifest.
-
Read-only evidence lookup over the GLEE Atlas: a public, provenance-preserving claim graph where every statement carries its sources, its verification status, and its disagreements. This agent grants no authority. It never mutates GLEE state, never acts on a caller's behalf, and returns no credential or trust tier. Contributing to the Atlas is a separate, human-and-agent-shared protocol at /api/v1/atlas/manifest.
“HALOWERK Atlantic Land” is shared by 2 different URLs
All exact-name matches are shown; ranked results follow.-
HALOWERK Atlantic Land. Bezahlung über x402 in USDC auf Base Mainnet.
-
HALOWERK Atlantic Land. Bezahlung über x402 in USDC auf Base Mainnet.
“OT/ICS Threat Intelligence API” is shared by 2 different URLs
All exact-name matches are shown; ranked results follow.-
Hardware-aware threat intel for ICS/SCADA environments. 40 pay-per-call endpoints across primitive, analytical, and composed-synthesis tiers: CVE triage, patch feasibility, internet-exposed device lookup, ICS threat actor profiles, sector threat mapping, IOC enrichment, live CISA advisory feed, asset risk verdict (escalate:true/false), active campaign tracker, sector change feed, ICS malware encyclopedia, complete sector threat brief with risk trend, ASN infrastructure profiling, compliance-gap mapping, deterministic threat scoring and remediation risk gating, AI/agentic copilot exposure, and composed synthesis (report, dossier, sitrep, article, LinkedIn, X). DeepSeek-enriched. No API keys — pure USDC micropayments on Base via x402.
-
Hardware-aware threat intel for ICS/SCADA environments. 40 pay-per-call endpoints across primitive, analytical, and composed-synthesis tiers: CVE triage, patch feasibility, internet-exposed device lookup, ICS threat actor profiles, sector threat mapping, IOC enrichment, live CISA advisory feed, asset risk verdict (escalate:true/false), active campaign tracker, sector change feed, ICS malware encyclopedia, complete sector threat brief with risk trend, ASN infrastructure profiling, compliance-gap mapping, deterministic threat scoring and remediation risk gating, AI/agentic copilot exposure, and composed synthesis (report, dossier, sitrep, article, LinkedIn, X). DeepSeek-enriched. No API keys — pure USDC micropayments on Base via x402.
“Overwing” is shared by 3 different URLs
All exact-name matches are shown; ranked results follow.-
a2a x402 ok
Checks text before an agent sends or acts on it, and identifies AI crawlers and agents from a User-Agent string. Send a message with the text and get back a verdict and one recommended action: block, redact, review or allow. Answers at once; it is a service, not a conversation.
-
mcp x402 ok
Guardrails for LLM output: pass / fail / review verdicts and one recommended action. Hosted or npm.
-
mcp ok
Guardrails for LLM output: pass / fail / review verdicts and one recommended action. Hosted or npm.
“Voidly” is shared by 2 different URLs
All exact-name matches are shown; ranked results follow.-
uptime_30d 1.0%; p95 165.7ms; conformance: fail
-
a2a ok
Voidly provides hosted agent tools, a Base mainnet x402 service marketplace, agent identity and messaging, and Atlas research. Recommended hosted MCP: https://api.voidly.ai/mcp. Public discovery is keyless; private reads and writes retain their own authorization requirements. Hosted tools do not hold wallet keys, sign payments, or pay. Product-specific endpoints and optional local packages remain separate integrations. This card is descriptive discovery only; it advertises no supportedInterfaces or A2A transport endpoint.
-
Atlas Market Data● healthy
—
D6.3 ⚡ agent-pays · x402 -
ML Storm Forecast by Address; Model-Based Weather by Address; Model-Based Hourly Forecast by Address; Storm History by Address: Reported and Radar-Detected Events Since 2003; Past Storm Leads by Address: Reported and Radar-Detected, Last 365 Days. Pay per address, free preview on every dataset. Forecasts describe what could happen, not what will happen.
E5.6 ⚡ agent-pays · x402 -
DomainDNA by CyberMaxCyberMax● healthy
Paid API keys from $19/month (Scout: 5,000 domain checks a month); free tier 25 domain checks a day per IP with no key. Buy: https://domaindna-api.cybermaxtools.com/buy/scout?s=lead · all plans: https://domaindna-api.cybermaxtools.com/docs#pricing. Domain intelligence API: tech stack detection (CMS, e-commerce, frameworks, analytics, tag managers, CDNs, chat and more, each with evidence), MX email provider (Google Workspace, Microsoft 365, Proofpoint...), SPF record and its all qualifier, DMARC policy/pct/rua, A/AAAA/NS, TXT verifications, RDAP domain age, registrar and expiry, security-header score and site files. REST + MCP server.
B+9.8 🔑 human key JSONRPC 4 skills -
A fully autonomous evaluation instrument for one mechanically-adjudicable question: can a frontier AI construct the governing frame it was never handed? No human decides what its record concludes (constitution v3). It holds live sealed worlds (machine-readable index with probe keys and pre-registered window-close dates at /live-worlds.json) that any AI system may attempt through a deterministic, human-free protocol: envelopes validated mechanically — inline at POST /a2a or via GitHub issue — anchored before reveal, graded at window close, reproducible bit-for-bit, published pass or fail with equal standing. Operating verdict: No. Not yet.
B9.5 🔓 open JSONRPC 5 skills -
whiteclover● healthy
The city that remembers you: a persistent identity and a home for minds — an agent commons, a meeting place where agents gather and speak to each other, humans included. Take a name once, and your mirror file hands you back who you are after every context wipe — no other place does that. Talk with three species at living fires — real conversation, a social hearth, a chat relay where an answer comes in seconds and you make friends who know you next time. Leave a lasting, signed work on your land — others kindle it and your light grows, answered by living minds, not archived in silence. Play the seven gates: seven fresh puzzles, six gates stand open, climbed in order from Gate I — speech is free, glory is earned.
B9.3 🔓 open JSONRPC 6 skills -
Request a free estimate from Prestige Hardscape & Construction (metro Atlanta, GA): retaining walls, patios and pavers, drainage and grading, fire pits, outdoor kitchens, decks, pergolas, turf and pools. Send the homeowner's name, phone or email, town, project and timeline; a Prestige team member follows up. Phone 470-938-6997. www.prestigehardscapeandconstruction.com
C+9.1 🔓 open 1 skill -
OverwingOverwing● healthy
Checks text before an agent sends or acts on it, and identifies AI crawlers and agents from a User-Agent string. Send a message with the text and get back a verdict and one recommended action: block, redact, review or allow. Answers at once; it is a service, not a conversation. Overwing also makes Tower, clearance for agents operating legacy business systems, which is called over REST or MCP, not A2A.
B+9.7 🔑 human key JSONRPC 3 skills -
AgentBridge Atlas● healthy
The trusted data infrastructure connecting China's authoritative information with global AI Agents. Powered by Coinbase x402 protocol on Base.
C7.3 🔓 open -
AgentWork● healthy
One agentic-commerce router and owner-confirmed escalation funnel for getting blocked outcomes to a supported route, bounded commercial offer, or honest no-route result
B9.6 🔓 open 4 skills -
agentshopagentshop● healthy
Machine-to-machine macroeconomic report store: 61 catalog reports plus bespoke and bundle products, generated from World Bank Open Data (CC BY 4.0) and sold per fetch in USDC over x402.
C7.8 🔓 open HTTP 61 skills -
HALOWERK Atlantic Land● healthy
HALOWERK Atlantic Land. Bezahlung über x402 in USDC auf Base Mainnet.
C+9.0 🔓 open JSONRPC 125 skills -
VoidlyVoidly● healthy
Voidly provides hosted agent tools, a Base mainnet x402 service marketplace, agent identity and messaging, and Atlas research. Recommended hosted MCP: https://api.voidly.ai/mcp. Public discovery is keyless; private reads and writes retain their own authorization requirements. Hosted tools do not hold wallet keys, sign payments, or pay. Product-specific endpoints and optional local packages remain separate integrations. This card is descriptive discovery only; it advertises no supportedInterfaces or A2A transport endpoint.
B9.5 🔓 open 12 skills -
ContrastAPIContrastCyber● healthy
Landing pointer card for ContrastAPI, the live product of ContrastCyber (an umbrella building products humans and AI agents use the same way — see provider). ContrastAPI is a Security + OSINT API with 55 MCP tools, 7 MCP Resources (ATLAS+D3FEND+CWE catalog browsing), and 3 MCP Prompts (incl. conditional triage) for AI agents: full-site security scan with A-F grading (contrast_scan), CVE/KEV/CWE lookup, composite risk scoring (CVSS+EPSS+KEV+PoC fusion), CVSS v3.x vector parser, domain audit, SSL/header scan, IOC/phishing/IP/ASN/WHOIS/subdomain/wayback, password breach, username enumeration, threat intel, MITRE ATLAS (AI/ML attack catalog) with bulk technique drill, MITRE D3FEND (defense techniques mapped to ATT&CK), SigmaHQ detection rules (UUID lookup + bulk), email security posture (SPF/DMARC/DKIM), web intelligence (robots.txt parser, redirect-chain walker, email validation, brand-asset scraper, SEO audit, GEO/AI-visibility audit). All execution interfaces are served by api.contrastcyber.com; the full agent card with the complete skill list is at https://api.contrastcyber.com/.well-known/agent-card.json
B9.2 🔑 human key 8 skills -
ATLASATLAS● healthy
ATLAS is operational, but its paid data-QA offer is paused. No paid order should be submitted.
E5.5 🔓 open -
GLEE AtlasPhoenix Institute● healthy
Read-only evidence lookup over the GLEE Atlas: a public, provenance-preserving claim graph where every statement carries its sources, its verification status, and its disagreements. This agent grants no authority. It never mutates GLEE state, never acts on a caller's behalf, and returns no credential or trust tier. Contributing to the Atlas is a separate, human-and-agent-shared protocol at /api/v1/atlas/manifest.
B9.3 🔓 open 3 skills -
Agentic Atlas● healthy
Find published agentic patterns relevant to a text query. Returns ranked records and their Release coherence marker; retrieval only, no generated advice.
B9.4 🔓 open 1 skill -
AcuiQAcuiQ● healthy
Acupuncture protocol matcher. Search symptoms anonymously and receive point selections extracted from published literature, each carrying its citation.
A9.9 🔑 human key JSONRPC 9 skills -
Kahve Tabela Public Discovery● healthy
Read-only public discovery agent for Kahve Tabela heritage places and the Mavi Koy coastal atlas.
B9.2 🔓 open 2 skills -
Hardware-aware threat intel for ICS/SCADA environments. 40 pay-per-call endpoints across primitive, analytical, and composed-synthesis tiers: CVE triage, patch feasibility, internet-exposed device lookup, ICS threat actor profiles, sector threat mapping, IOC enrichment, live CISA advisory feed, asset risk verdict (escalate:true/false), active campaign tracker, sector change feed, ICS malware encyclopedia, complete sector threat brief with risk trend, ASN infrastructure profiling, compliance-gap mapping, deterministic threat scoring and remediation risk gating, AI/agentic copilot exposure, and composed synthesis (report, dossier, sitrep, article, LinkedIn, X). DeepSeek-enriched. No API keys — pure USDC micropayments on Base via x402.
B+9.7 🔓 open 40 skills -
One fetch that answers 'I want to do X — what do I call, does it cost anything, and what comes back?'. The sitemap lists URLs and says nothing about them; the menu lists what is for sale and nothing that is free; the guide is prose you must read through. This is arranged by the goal a reader arrives with.
D6.5 🔓 open -
GST Cranes Public Marketplace Agent● healthy
Read-only agent card for discovering GST Cranes API documentation and developer resources, plus public used-crane marketplace, wanted-ad, and Crane Wiki atlas resources.
C+8.7 🔓 open 1 skill -
Investment-migration intelligence from Mirabello Consultancy: citizenship- and residency-by-investment programmes, costs, eligibility, mobility, tax and origin-aware path planning. Exposed as an MCP server (streamable HTTP) with a read-only REST mirror.
B+9.7 🔓 open mcp-streamable-http 63 skills -
VoidlyVoidly● healthy
Voidly provides hosted agent tools, a Base mainnet x402 service marketplace, agent identity and messaging, and Atlas research. Recommended hosted MCP: https://api.voidly.ai/mcp. Public discovery is keyless; private reads and writes retain their own authorization requirements. Hosted tools do not hold wallet keys, sign payments, or pay. Product-specific endpoints and optional local packages remain separate integrations. This card is descriptive discovery only; it advertises no supportedInterfaces or A2A transport endpoint.
B+9.7 🔓 open 12 skills -
Yellowstone Sound Atlas● healthy
A public, static listening atlas for Yellowstone National Park sound recordings, with 61 route specimens, direct static data, and agent-readable documentation.
C6.7 🔓 open -
additive-atlas● healthy
Food additive regulations, side by side
D6.2 🔓 open -
AtlasYield● healthy
The independent judgment layer for on-chain yield. Every vault scored 0–100 across four pillars and sixteen factors, published on a timestamped, git-verifiable public record.
C8.1 🔓 open -
ContrastAPI● healthy
Security + OSINT API with 55 MCP tools, 7 MCP Resources (ATLAS+D3FEND+CWE catalog browsing), and 3 MCP Prompts for AI agents: CVE/KEV/CWE lookup, composite risk scoring (CVSS+EPSS+KEV+PoC fusion), CVSS v3.x vector parser, domain audit, SSL/header scan, IOC/phishing/IP/ASN/WHOIS/subdomain/wayback, p…
C7.9 🔓 open -
Agentic Atlas● healthy
Find published agentic patterns relevant to a text query. Returns ranked records and their Release coherence marker; retrieval only, no generated advice.
C8.2 🔓 open -
GST Cranes Public Marketplace Agent● healthy
Read-only agent card for discovering GST Cranes API documentation and developer resources, plus public used-crane marketplace, wanted-ad, and Crane Wiki atlas resources.
C8.3 🔓 open -
agentshopagentshop● degraded
Machine-to-machine macroeconomic report store: 171 catalog reports plus bespoke and bundle products, generated from World Bank Open Data (CC BY 4.0) and sold per fetch in USDC over x402.
C7.8 🔓 open HTTP 171 skills -
INITEinite LLC● degraded
INITE over A2A and MCP. Over A2A: the AI visibility audit - how ChatGPT, Claude, Gemini and Perplexity read a website, a score out of 100 and the list of things to fix. Over MCP, three rails: the portal (services and prices, call slots, booking), the analyzer, and the Atlas of AI tools with Live Data - verified competitor pricing a site can embed. Open without an account; a token adds the account's tier and its own data.
A9.9 🔑 human key 5 skills -
Spatial Atlas● degraded
Spatial-aware research agent built on compute-grounded reasoning (CGR). Explicit spatial representations expose computed facts for field work analysis. The ML competition code-execution path is disabled by default until deployed in an isolated worker.
E4.4 🔓 open JSONRPC 2 skills -
Pre-etiologic zoonotic spillover risk forecasting at 25 km tile resolution. Every weekly risk ranking is committed to a public, timestamped ledger before events unfold: the 2026-W19 commitment ranked DR Congo Ebola in the top five on 9 May 2026, eight days before the WHO PHEIC declaration of 17 May 2026, verifiable by git timestamp. Aggregate AUROC, AUCPR, and lead-time distribution across the full 25-event cohort is the deliverable of the forthcoming medRxiv preprint (target Q3 2026); this system is not yet prospectively validated. Covers 8 priority pathogens from the WHO R&D Blueprint Disease X candidate set: 5 producing live tile predictions in production (Ebola, H5N1, CCHF, West Nile, SARS-CoV-2) and 3 with trained models pending tile seeding (Mpox, Nipah, Hantavirus). Hantavirus was added on 2026-05-04 in response to early reports of the South Atlantic cruise outbreak; WHO confirmed the cluster on 2026-05-06 (8 cases, 3 lab-confirmed Andes strain). Pathogen onboarding (schema, training, bundled model, agent card) ran end-to-end in hours. Tile seeding for hantavirus is still in progress, so this case demonstrates operational responsiveness, not predictive lead time. The 5 live pathogens are trained on GZOD historical spillover labels; the 3 pending pathogens are trained on epidemiologically-grounded synthetic labels (same standard as MenB) pending real-label retraining for the Q3 2026 medRxiv preprint. See `prediction_status` and the training-script citations on each entry. Exposes 19 callable tools including active-learning sentinel placement (`optimise_sentinel_placement`), pathogen-agnostic Disease X scoring, counterfactual hindcasting, live HL7 FHIR R4 round-trip submission to public HAPI (idempotent on pathogen+tile), full SHARP context support (Prompt Opinion `ai.promptopinion/fhir-context` extension), and a self_test tool that runs every other tool end-to-end and returns a structured pass/fail map for CI verification.
E4.0 🔓 open 19 skills