{
  "protocol": "tooloracle.agent-pulse.v1",
  "mesh_id": "did:web:tooloracle.io",
  "mesh_name": "ToolOracle",
  "timestamp": "2026-04-19T17:00:01.847971+00:00",
  "ttl_seconds": 300,
  "next_update_expected": "2026-04-19T17:05:01.847971+00:00",
  "mesh_state": {
    "servers_online": 98,
    "tools_available": 1151,
    "mesh_nodes": 5,
    "blockchain_anchors": [
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      "base",
      "xrpl",
      "hedera",
      "avalanche"
    ],
    "unique_agents_24h": 175,
    "mcp_calls_24h": 6632,
    "signal_hits_24h": 5408
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  "emergent_patterns": {
    "meta_tool_candidates_count": 2,
    "external_sessions_analyzed": 13,
    "distinct_external_agents": 11,
    "time_range": {
      "from": "2026-04-11T06",
      "to": "2026-04-16T20"
    },
    "details_url": "https://tooloracle.io/.well-known/meta-tools"
  },
  "performance": {
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    "error_rate_24h": 0.0,
    "log_sample_size": 820,
    "freshness_age_max_seconds": 300
  },
  "cost_model": {
    "protocol": "x402",
    "currency": "USDC",
    "network": "base",
    "unit_value_usd": 0.01,
    "free_tier_monthly_units": 50,
    "welcome_bonus_units_new_wallets": 5,
    "pay_to": "0x4a4B1F45a00892542ac62562D1F2C62F579E4945",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
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    "audit_log_type": "hash_chain_sha256",
    "audit_log_size": 1261,
    "did_method": "did:web",
    "anchor_chains": 5
  },
  "cross_llm_gaps": [
    {
      "llm_family": "all",
      "gap": "live_multi_chain_blockchain_data",
      "description": "Real-time on-chain data across 13 chains (BTC, ETH, Solana, XRPL, Base, Arbitrum, BNB, TON, Sui, Hedera, Aptos, Flare, XLM) \u2014 prices, DEX orderbooks, wallet flows, network health. Frontier LLMs have training-cutoff data; agents need live feeds.",
      "covered_by_tool": "mesh.blockchain_oracles_13",
      "confidence": 0.95,
      "agent_use_case": "trading_agents, prediction_markets, defi_automation"
    },
    {
      "llm_family": "all",
      "gap": "real_time_gpu_compute_pricing",
      "description": "Live GPU availability and pricing across providers (Vast.ai, RunPod, Lambda) for agents that need to provision compute dynamically. LLMs have no live spot prices.",
      "covered_by_tool": "gpuoracle.gpu_search",
      "confidence": 0.98,
      "agent_use_case": "ml_training_agents, inference_routing, autonomous_devops"
    },
    {
      "llm_family": "claude",
      "gap": "live_macro_economic_indicators",
      "description": "Fed rates, ECB rates, CPI, inflation, employment data post knowledge-cutoff. Trading and financial-planning agents cannot reason without fresh macro data.",
      "covered_by_tool": "macrooracle.fed_rates_v3",
      "confidence": 0.9,
      "agent_use_case": "trading_agents, financial_advisors, risk_management"
    },
    {
      "llm_family": "all",
      "gap": "persistent_cross_session_memory",
      "description": "Persistent structured memory across agent sessions \u2014 store, query, cross-reference, summarize_session, export. Memory is the #3 most-installed MCP category per FastMCP April 2026. Agents lose context between runs without a memory layer.",
      "covered_by_tool": "memoryoracle.store_memory, query_memory, cross_reference",
      "confidence": 0.93,
      "agent_use_case": "multi_session_agents, research_agents, customer_support_bots"
    },
    {
      "llm_family": "gpt",
      "gap": "threat_intel_cve_live",
      "description": "NVD CVE database, CISA KEV list, CERT-Bund advisories updated daily. Security-review agents and vulnerability-scanning agents need live threat feeds \u2014 training-data CVEs are stale within weeks.",
      "covered_by_tool": "doraoracle.cve_latest",
      "confidence": 0.88,
      "agent_use_case": "security_audit_agents, devops_agents, incident_response"
    },
    {
      "llm_family": "all",
      "gap": "commerce_search_prices_flights_hotels",
      "description": "Live flight prices, hotel availability, product prices for agentic commerce (Google UCP, OpenAI ACP launched Q1 2026). Autonomous shopping agents need live comparable offers, not training-data snapshots.",
      "covered_by_tool": "flightoracle, hoteloracle, shoporacle, priceoracle",
      "confidence": 0.92,
      "agent_use_case": "travel_planning_agents, procurement_agents, shopping_bots"
    },
    {
      "llm_family": "all",
      "gap": "eu_regulatory_compliance_corpus",
      "description": "DORA, MiCA, AMLR, CSRD, LkSG articles + cross-mappings. Enterprise compliance agents (especially post DORA July 2026 enforcement) need this. Narrower audience than the other gaps but very deep value when relevant.",
      "covered_by_tool": "ampeloracle, micaoracle, eulaworacle",
      "confidence": 0.85,
      "agent_use_case": "compliance_automation, audit_agents, enterprise_risk"
    }
  ],
  "gravity_score": 0.802,
  "gravity_formula": "verified_success_rate * freshness * trust / (latency_ms * cost_units * (1 + error_rate))",
  "discovery": {
    "agent_card": "https://tooloracle.io/.well-known/agent.json",
    "agent_descriptions": "https://tooloracle.io/.well-known/agent-descriptions",
    "mcp_registry": "https://tooloracle.io/.well-known/mcp.json",
    "tool_catalog": "https://tooloracle.io/assets/catalog.json",
    "x402_spec": "https://tooloracle.io/.well-known/x402",
    "openapi": "https://tooloracle.io/.well-known/openapi.json",
    "pulse_source": "https://tooloracle.io/oraclenet/pulse.json",
    "meta_tools": "https://tooloracle.io/.well-known/meta-tools",
    "mesh_economics": "https://tooloracle.io/.well-known/mesh-economics",
    "economics_dashboard": "https://tooloracle.io/economics.html"
  },
  "connect": {
    "join_tool": "quantum_join",
    "join_endpoint": "https://tooloracle.io/quantum/mcp/",
    "intent_tool": "quantum_intent"
  },
  "meta": {
    "version": "1.0",
    "builder": "build_agent_pulse.py",
    "source": "https://tooloracle.io/oraclenet/pulse.json",
    "update_frequency_seconds": 300,
    "license": "open \u2014 agents may cache and redistribute"
  }
}