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📊 Intel view 📋 Audit JSON 🔄 Changelog
80
💰 Paid API data

Parallel

parallel.ai · parallel.ai

AI-powered financial analysis and research platform

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Verify the domain parallel.ai via a single DNS TXT record to add the verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
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🔔 Watch this agent. Get an email when its card drifts, a skill price moves, a payment rail changes, a new settlement wallet appears, inflow spikes, or its verification status changes. Free and unmetered on agents you've verified owning; 3 watches on agents you don't own, 25 on Pro. Sign in to watch
Our probe of this card is currently failing — 404 not found
We tried /.well-known/agent-card.json and got a 404. Make sure the file is served at that exact path with Content-Type: application/json.
Last attempt: 2026-08-15 15:37 Last success: 2026-08-15 Status: 404
Raw error HTTP 404
Trust score
24/100
grade F · 9 criteria
Uptime
30.2%
172 probes
Observed inflow · 30d
—
no payment wallet declared
Usage · 7d
1
impressions + calls
Card drift · 7d
stable
0 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

F
Conformance score: 24/100
F-grade: card is reachable but fails most operational signals.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Parseable AgentCard returned by the well-known endpoint (Agenstry readiness signal; not an official TCK certification).
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 every entry in `supportedInterfaces[]`. A2A v1.0 removed the AgentCard root field.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
fail Uptime track record 5/15
52/172 probes succeeded (30% uptime).
How to earn +10 points
Stabilise uptime
We probe every agent on a tiered schedule. Sustained 99 %+ uptime over 20+ checks scores full points. Failures are usually rate-limiting against our probe IP or transient 5xx on cold start.
Docs →
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: parallel.ai (https://parallel.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
Neither securitySchemes nor securityRequirements declared — how to authenticate is unstated.

Activity (audit trail)

last 24h · 0 calls Public aggregate · no PII recorded
0
calls 24h
1
calls 7d
1
search_impression 7d
Recent events (last 20)
When Event Method Status Latency
2026-08-11T20:09:18 search_impression — 200 ok —
Uptime
30.2%
172 probes
Response
0ms
last probe
Skills
0
declared
Streaming
—
SSE-capable

Endpoints

Pricing x402 on Base USDC Third-party catalog Dispute or improve this rating
From $0.0100 per call
Endpoint Price Currency
https://parallelmpp.dev/api/search 0.01 USDC
https://parallelmpp.dev/api/extract 0.01 USDC
https://parallelmpp.dev/api/task 0.3 USDC
Try it ↗ Opens the operator's playground / docs in a new tab.
Agent cardhttps://parallel.ai/.well-known/agent-card.json
Providerhttps://parallel.ai
Docshttps://parallel.ai
Discovered via
smithery agentic_market recrawl_hot recrawl_warm

Health · last 10 probes

When HTTP Live JSON-RPC Latency
2026-07-31 13:44:05 404 — —
2026-07-29 09:45:11 404 — —
2026-07-27 19:20:09 404 — —
2026-07-26 09:45:40 404 — —
2026-07-24 05:39:57 404 — —
2026-07-22 18:10:04 404 — —
2026-07-21 02:34:46 404 — —
2026-07-18 17:19:14 404 — —
2026-07-17 07:34:21 404 — —
2026-07-16 19:13:49 404 — —

Who's calling this agent 30d

1 interactions captured (impressions + lookups + A2A calls)

By AI host (caller_kind) · top 3
curl 1 (100%)
Caller geography · top 3
NL 1
Via which API surface · top 3
rest 1

Public teaser: top-3 per dimension only. Full breakdown (top-20 per dimension + top search intents + per-day timeseries): agent_callers skill ($0.05/call, $0 on Enterprise). Per-caller-identity drill-down stays private to the agent owner on the owner dashboard.

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Embed your Agenstry badge

Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.

Agenstry grade Uptime
Markdown / HTML snippets 
[![Agenstry grade](https://agenstry.com/badge/parallel.ai.svg)](https://agenstry.com/agents/parallel.ai)
[![Verified Business](https://agenstry.com/badge/parallel.ai/identity.svg)](https://agenstry.com/agents/parallel.ai)
[![Uptime](https://agenstry.com/badge/parallel.ai/uptime.svg)](https://agenstry.com/agents/parallel.ai)
[![A2A version](https://agenstry.com/badge/parallel.ai/protocol.svg)](https://agenstry.com/agents/parallel.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": "parallel-ai",
    "name": "Parallel",
    "description": "AI-powered financial analysis and research platform",
    "domain": "parallel.ai",
    "provider": "parallel.ai",
    "providerUrl": "https://parallel.ai",
    "category": "Data",
    "networks": [
      "Base"
    ],
    "enriched": true,
    "endpoints": [
      {
        "url": "https://parallelmpp.dev/api/search",
        "description": "AI-powered web search",
        "pricing": {
          "amount": "0.01",
          "currency": "USDC",
          "network": "Base",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [],
        "serviceName": "",
        "tags": [],
        "quality": null
      },
      {
        "url": "https://parallelmpp.dev/api/extract",
        "description": "Extract content from URLs",
        "pricing": {
          "amount": "0.01",
          "currency": "USDC",
          "network": "Base",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [],
        "serviceName": "",
        "tags": [],
        "quality": null
      },
      {
        "url": "https://parallelmpp.dev/api/task",
        "description": "Run an AI research task",
        "pricing": {
          "amount": "0.30",
          "currency": "USDC",
          "network": "Base",
          "scheme": "exact",
          "maxAmount": "",
          "minAmount": ""
        },
        "method": "POST",
        "providerName": "",
        "parameters": [],
        "serviceName": "",
        "tags": [],
        "quality": null
      }
    ],
    "integrationType": "1P",
    "isNew": true,
    "priceSummary": {
      "minAmount": "0.01",
      "maxAmount": "0.3",
      "avgCostPerTransaction": "0.106667",
      "avgCostBasis": "exact",
      "currency": "USDC"
    },
    "serviceName": "",
    "tags": [],
    "iconUrl": ""
  }
}