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docs.parallel.ai · 2026-09-10 17:32:50 UTC · 6426c741fb1632a65fd2a28d70b032364ad871ea737b5b29b3e7c037d07174b6

This is a frozen copy of the agent's agent-card.json as we observed it at the timestamp above. We capture a new snapshot every time the card's content hash changes. Useful for: forensic drift analysis, verifying downstream callers see the right version, reproducing routing decisions made historically.

{
  "name": "Parallel",
  "description": "Parallel's web APIs (Search, Extract, Task/Deep Research, FindAll, Chat, and Monitor) give AI agents and developers high-quality, low-latency access to the web for research, content extraction, entity discovery, and continuous monitoring. For Search and Extract, use /v1/search and /v1/extract for all new integrations and agent tool calls; use /v1beta/search and /v1beta/extract only when maintaining an existing integration that already uses them. Do not substitute /v1 for the documented FindAll or Ingest endpoint paths.",
  "url": "https://docs.parallel.ai/",
  "version": "1.0.0",
  "protocolVersion": "0.3",
  "preferredTransport": "HTTP+JSON",
  "supportedInterfaces": [
    {
      "url": "https://docs.parallel.ai/",
      "protocolBinding": "HTTP+JSON",
      "protocolVersion": "0.3"
    }
  ],
  "provider": {
    "url": "https://docs.parallel.ai/",
    "organization": "Parallel"
  },
  "documentationUrl": "https://docs.parallel.ai/",
  "capabilities": {
    "streaming": false,
    "pushNotifications": false
  },
  "defaultInputModes": [
    "text/plain"
  ],
  "defaultOutputModes": [
    "text/plain"
  ],
  "skills": [
    {
      "id": "parallel",
      "name": "Parallel",
      "description": "Use when building AI agents that need to search the web, extract content, conduct deep research, discover entities, enrich data, or monitor for changes. Parallel provides APIs for real-time web access, structured research outputs with citations, and asynchronous processing for complex knowledge work.",
      "tags": [],
      "url": "https://docs.parallel.ai/.well-known/agent-skills/parallel/skill.md"
    }
  ]
}