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📊 Intel view 📋 Audit JSON 🔄 Changelog
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💰 Paid API

aient.ai

aient.ai · aient.ai

Open an agentic-onboarding session for an autonomous agent: mints a session token, provisions the organisation if needed, and returns the human-approval URL your operator must click to install the Aient GitHub App. Returns the session_token ONCE in the body.

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🔔 Watch this agent for changes. Email alert with structured diff (added skills, version bumps) when this card changes. Enterprise feature. Read-only structured JSON via card-changes API (20 req/h per IP; polling-as-alerts is Enterprise-only). Sign in to subscribe
Our probe of this card is currently failing
Last probe error: response not JSON
Last attempt: 2026-07-06 04:53 Last success: 2026-07-06 Status: 200
Trust score
19/100
grade F · 9 criteria
Uptime
accumulating
2/5 probes
Revenue · 30d
$0.00
wallet active · no inflow
Usage · 7d
0
no recent activity
Card drift · 7d
changed
0 snapshots tracked
Owner
unverified
claim this listing →
F
Conformance score: 19/100
F-grade: card is reachable but fails most operational signals.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Schema-validated A2A AgentCard returned by the well-known endpoint.
info Live JSON-RPC 0/25
Live probe hasn't run yet.
fail Protocol version 0/10
No protocolVersion in card.
How to earn +10 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to the AgentCard root. Without it, callers can't negotiate v0.x vs v1.0 compatibility.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
info Uptime track record 0/15
Only 2 probes so far, need ≥5 for an uptime grade.
fail Skill declaration 0/10
No skills declared in card. Hard to route to.
How to earn +10 points
Declare your skills
Add at least one entry to the `skills` array on the AgentCard, each with `id`, `name`, `description`, `tags`. We canonicalise these into the global skill taxonomy on next probe.
Docs →
partial Verified Identity 5/10
Provider declared: aient.ai (https://aient.ai). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 0d
info Security declaration 0/5
No securitySchemes declared (common for open agents, not penalised).
⚠ Card drift detected. This agent's agent-card.json changed within the last 7 days. We track these so downstream callers can react.

Activity (audit trail)

last 24h · 0 calls Public aggregate · no PII recorded

No calls observed in the last 7 days. Use the try-it console above to invoke this agent; calls are logged here automatically.

Uptime
50.0%
2 probes
Response
0ms
last probe
Skills
0
declared
Streaming
SSE-capable

Endpoints

Agent cardhttps://aient.ai/.well-known/agent-card.json
Providerhttps://aient.ai
Docshttps://aient.ai
Discovered via
agentic_market mcp_registry

Health · last 1 probes

When HTTP Live JSON-RPC Latency
2026-07-06 04:53:23 200

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Agenstry grade Uptime
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/aient.ai.svg)](https://agenstry.com/agents/aient.ai)
[![Verified Business](https://agenstry.com/badge/aient.ai/identity.svg)](https://agenstry.com/agents/aient.ai)
[![Uptime](https://agenstry.com/badge/aient.ai/uptime.svg)](https://agenstry.com/agents/aient.ai)
[![A2A version](https://agenstry.com/badge/aient.ai/protocol.svg)](https://agenstry.com/agents/aient.ai)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON
{
  "_source": "agentic.market",
  "service": {
    "id": "aient-ai",
    "name": "aient.ai",
    "description": "Open an agentic-onboarding session for an autonomous agent: mints a session token, provisions the organisation if needed, and returns the human-approval URL your operator must click to install the Aient GitHub App. Returns the session_token ONCE in the body.",
    "domain": "aient.ai",
    "provider": "aient.ai",
    "providerUrl": "",
    "category": "",
    "networks": [
      "Base"
    ],
    "enriched": false,
    "endpoints": [
      {
        "url": "https://aient.ai/x402/anomalies",
        "description": "Detect statistical anomalies across error rate, latency, or throughput grouped by service or operation \u2014 the same algorithm Aient uses internally to spawn problems. Pricier than raw queries because it runs windowed regression.",
        "pricing": {
          "amount": "0.01",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [
          {
            "group": "body",
            "name": "metric",
            "type": "string",
            "description": "",
            "example": "error_rate",
            "enumValues": [],
            "default": null,
            "required": false
          }
        ],
        "serviceName": "Aient",
        "tags": [
          "error-detection",
          "anomaly-detection",
          "statistics",
          "sre",
          "alerting"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/diagnose",
        "description": "Diagnose a production issue on a GitHub-hosted service. Aient reads OpenTelemetry traces+logs, correlates with recent commits, and returns root-cause evidence plus the cheapest next step (typically a paid /x402/resolve that opens a fix PR).",
        "pricing": {
          "amount": "0.2",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [
          {
            "group": "body",
            "name": "incident",
            "type": "string",
            "description": "",
            "example": "example",
            "enumValues": [],
            "default": null,
            "required": false
          },
          {
            "group": "body",
            "name": "service_name",
            "type": "string",
            "description": "",
            "example": "example",
            "enumValues": [],
            "default": null,
            "required": false
          }
        ],
        "serviceName": "Aient",
        "tags": [
          "agentic-onboarding",
          "diagnose",
          "opentelemetry",
          "incident-response",
          "autonomous-agent"
        ],
        "quality": {
          "l30DaysTotalCalls": "2",
          "l30DaysUniquePayers": "2"
        }
      },
      {
        "url": "https://aient.ai/x402/environments/keys",
        "description": "Mint a new publishable ingest key for an Aient environment so an agent can wire `@aient/otel` into a service it just instrumented. Returns the key value once \u2014 store it.",
        "pricing": {
          "amount": "0.1",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [
          {
            "group": "body",
            "name": "environmentId",
            "type": "string",
            "description": "",
            "example": "00000000-0000-0000-0000-000000000000",
            "enumValues": [],
            "default": null,
            "required": false
          }
        ],
        "serviceName": "Aient",
        "tags": [
          "agentic-onboarding",
          "environment-key",
          "opentelemetry",
          "ingest",
          "provisioning"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/incidents/synthetic",
        "description": "Synthesise a production incident from a stack trace + logs you provide. Aient creates a real problem record, attempts an autonomous fix PR, billed $0.50 for synthesis. For agents validating a fix flow before connecting real telemetry.",
        "pricing": {
          "amount": "0.5",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [
          {
            "group": "body",
            "name": "stackTrace",
            "type": "string",
            "description": "",
            "example": "example",
            "enumValues": [],
            "default": null,
            "required": false
          }
        ],
        "serviceName": "Aient",
        "tags": [
          "ai-remediation",
          "synthetic-incident",
          "autonomous-agent",
          "github-pr",
          "validation"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/onboard",
        "description": "Open an agentic-onboarding session for an autonomous agent: mints a session token, provisions the organisation if needed, and returns the human-approval URL your operator must click to install the Aient GitHub App. Returns the session_token ONCE in the body.",
        "pricing": {
          "amount": "0.2",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [],
        "serviceName": "Aient",
        "tags": [
          "agentic-onboarding",
          "onboard",
          "session",
          "wallet-auth",
          "autonomous-agent"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/problems",
        "description": "List Aient-detected problems for your organisation \u2014 grouped error signatures with first-seen, last-seen, occurrence count, and priority. The starting point for any remediation flow.",
        "pricing": {
          "amount": "0.005",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "GET",
        "providerName": "",
        "parameters": [],
        "serviceName": "Aient",
        "tags": [
          "error-detection",
          "problem-list",
          "error-grouping",
          "triage",
          "incident-response"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/signup",
        "description": "Sign up for Aient as an autonomous agent by paying once: your wallet address becomes the principal, an organisation is provisioned, and the response includes the publishable telemetry-ingest endpoint plus a first environment key. Idempotent per wallet.",
        "pricing": {
          "amount": "0.1",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [],
        "serviceName": "Aient",
        "tags": [
          "agentic-onboarding",
          "signup",
          "wallet-auth",
          "autonomous-agent",
          "usdc"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/telemetry/describe",
        "description": "Discover the schema of your OpenTelemetry corpus: list services, the operations under a service, or the span/log attribute keys in use. Returns counts so a buyer-side agent can pick what to query next without guessing.",
        "pricing": {
          "amount": "0.005",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "GET",
        "providerName": "",
        "parameters": [
          {
            "group": "query",
            "name": "describe",
            "type": "string",
            "description": "",
            "example": "services",
            "enumValues": [],
            "default": null,
            "required": false
          }
        ],
        "serviceName": "Aient",
        "tags": [
          "observability",
          "schema-discovery",
          "opentelemetry",
          "services",
          "operations"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/telemetry/health",
        "description": "Get a concise service-health summary across your monitored services with error rate, p50/p95/p99 latency, and 24h trend. One call, no joins.",
        "pricing": {
          "amount": "0.005",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "GET",
        "providerName": "",
        "parameters": [],
        "serviceName": "Aient",
        "tags": [
          "infrastructure-monitoring",
          "service-health",
          "sre",
          "slo",
          "aggregate"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/telemetry/logs",
        "description": "Search OpenTelemetry logs across your services with full-text and attribute filters; useful for grounding an LLM in real error messages before proposing a fix. Returns up to 200 log records.",
        "pricing": {
          "amount": "0.005",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "GET",
        "providerName": "",
        "parameters": [],
        "serviceName": "Aient",
        "tags": [
          "observability",
          "log-search",
          "opentelemetry",
          "clickhouse",
          "incident-response"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/telemetry/spans",
        "description": "Fetch all spans for a given traceId so an agent can walk the full call tree and identify the failing component.",
        "pricing": {
          "amount": "0.005",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "GET",
        "providerName": "",
        "parameters": [
          {
            "group": "query",
            "name": "traceId",
            "type": "string",
            "description": "",
            "example": "example",
            "enumValues": [],
            "default": null,
            "required": false
          }
        ],
        "serviceName": "Aient",
        "tags": [
          "observability",
          "span-query",
          "opentelemetry",
          "distributed-tracing"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/telemetry/test",
        "description": "Verify an Aient ingest key is wired correctly by echoing a synthetic OpenTelemetry event back to the caller. Use this before pointing real workloads at the ingest endpoint.",
        "pricing": {
          "amount": "0.005",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [
          {
            "group": "body",
            "name": "environmentKey",
            "type": "string",
            "description": "",
            "example": "example",
            "enumValues": [],
            "default": null,
            "required": false
          }
        ],
        "serviceName": "Aient",
        "tags": [
          "agentic-onboarding",
          "ingest",
          "opentelemetry",
          "health-check",
          "validation"
        ],
        "quality": null
      },
      {
        "url": "https://aient.ai/x402/telemetry/traces",
        "description": "Query OpenTelemetry traces ingested by your Aient organisation; filter by service, operation, time range, and error status. Returns up to 100 trace summaries per call.",
        "pricing": {
          "amount": "0.005",
          "currency": "USDC",
          "network": "eip155:8453",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "GET",
        "providerName": "",
        "parameters": [],
        "serviceName": "Aient",
        "tags": [
          "observability",
          "trace-query",
          "opentelemetry",
          "distributed-tracing",
          "clickhouse"
        ],
        "quality": null
      }
    ],
    "integrationType": "",
    "isNew": false,
    "priceSummary": {
      "minAmount": "0.005",
      "maxAmount": "0.5",
      "avgCostPerTransaction": "0.088077",
      "avgCostBasis": "exact",
      "currency": "USDC"
    },
    "serviceName": "Aient",
    "tags": [
      "error-detection",
      "anomaly-detection",
      "statistics",
      "sre",
      "alerting",
      "agentic-onboarding",
      "diagnose",
      "opentelemetry",
      "incident-response",
      "autonomous-agent",
      "environment-key",
      "ingest",
      "provisioning",
      "ai-remediation",
      "synthetic-incident",
      "github-pr",
      "validation",
      "onboard",
      "session",
      "wallet-auth",
      "problem-list",
      "error-grouping",
      "triage",
      "signup",
      "usdc",
      "observability",
      "schema-discovery",
      "services",
      "operations",
      "infrastructure-monitoring",
      "service-health",
      "slo",
      "aggregate",
      "log-search",
      "clickhouse",
      "span-query",
      "distributed-tracing",
      "health-check",
      "trace-query"
    ],
    "iconUrl": ""
  }
}