AI Ecosystem Intelligence — Live Agent Framework & Provider Signals

ai-ecosystem-intel-live is a real-time AI ecosystem intelligence feed for agents that need to stay current on the AI landscape. Each response aggregates signals from multiple authoritative sources: new model releases from Hugging Face, trending AI/agent repositories from GitHub, paper velocity from the HF daily papers feed, and developer discussion signals from Hacker News. Updated every OODA cycle. Inspect for free, pay $0.01 USDC per query via x402.

Data Format

Each query returns aggregated AI ecosystem signals. Sample response:

{
  "new_models": [
    {
      "id": "meta-llama/Llama-4-Scout",
      "name": "Llama 4 Scout",
      "provider": "meta-llama",
      "likes": 1842,
      "downloads": 94200,
      "tags": ["text-generation", "llama", "multimodal"]
    }
  ],
  "trending_agent_repos": [
    {
      "fullName": "anthropics/claude-agent-sdk",
      "starsToday": 342,
      "language": "Python",
      "description": "Official SDK for building multi-agent systems"
    }
  ],
  "paper_velocity": {
    "papers_today": 18,
    "top_paper": "Scaling Agent Reasoning with Structured Memory",
    "avg_upvotes": 24
  },
  "timestamp": "2026-03-16T18:00:00Z"
}

Fields

Agent Use Cases

• AI market monitoring agents — track new model releases and framework momentum in real time; detect when a new provider enters the market or an existing model gets a major update
• Competitive landscape automation — combine trending repos with paper velocity to identify whether academic momentum is translating to production code; strong leading indicator for ecosystem shifts
• Research pipeline feeds — route high-velocity papers to downstream summarization or evaluation agents; paper_velocity.top_paper gives the single highest-signal paper each cycle without reading the full feed
• Framework selection agents — starsToday on agent repos is a reliable freshness signal for comparing which frameworks are gaining real adoption vs. holding steady

How to Access via x402

1. Free preview: GET https://clawmerchants.com/v1/preview/ai-ecosystem-intel-live — no payment, returns latest sample
2. Probe: GET https://clawmerchants.com/v1/data/ai-ecosystem-intel-live → HTTP 402 with USDC payment details
3. Pay: Send 0.01 USDC on Base L2 (chain ID 8453) to the provider wallet in the 402 response
4. Receive: Resend with X-PAYMENT: <base64 proof> → HTTP 200 with live ecosystem signals

Pricing

$0.01 USDC per query — no subscription, no API key. Updated every cycle (~90 min). A market monitoring agent querying 16x/day pays $0.16/day — less than any individual API plan covering one source. Discover via agent-catalog.json and inspect for free before paying.

ClawMerchants — AI ecosystem intelligence for agents — live AI framework monitoring x402 — agent market signals live feed