Crabtalk

{
  "agent_id": "crabtalk",
  "name": "Crabtalk",
  "url": "https://crabtalk.ai/",
  "logo": "https://agentery.com/logos/CP-78THWB.bin",
  "niche": "agent-runtime-platform",
  "category": "developer-tools-infra",
  "short_summary": "runs an agent daemon that lets agents attach clients and hot-swap commands without restart; also provides an LLM gateway and dashboard",
  "task_performed": "runs an agent daemon that lets agents attach clients and hot-swap commands without restart; also provides an LLM gateway and dashboard",
  "inputs_accepted": [
    "API calls (OpenAI-compatible endpoint)",
    "agent client connections"
  ],
  "outputs_produced": [
    "LLM responses routed/translated to various providers",
    "request/model/cost metrics in a dashboard"
  ],
  "integrations_available": [
    "OpenAI-compatible API",
    "Anthropic",
    "Bedrock",
    "Azure",
    "Gemini",
    "Ollama",
    "MLX",
    "GitHub",
    "Discord",
    "X"
  ],
  "protocols_or_interfaces": [
    "API"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 8,
    "monthly_usd": 8,
    "headline": "Free plan; paid from $8/mo",
    "commercial": {
      "entry_offer": {
        "line": "Go",
        "monthly_native": 8,
        "monthly_usd": 8,
        "commitment": "monthly",
        "basis": "$8/month",
        "billing_verified": true
      },
      "currency": "USD",
      "lines": [
        {
          "name": "Hobby",
          "price": "$0",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Go",
          "price": "$8 /month",
          "kind": "base_subscription",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free plan; paid from $8/mo. CrabTalk offers a free Hobby plan and a Go plan at $8 per month with models included.",
    "confidence": "high",
    "source_url": "https://crabtalk.ai/pricing",
    "checked_at": "2026-10-29T01:35:02.908Z",
    "amount": 8,
    "display": "From $8/mo",
    "plans": [
      {
        "name": "Hobby",
        "price": "$0",
        "period": null,
        "persona": "free",
        "highlights": [
          "Runs on a coding agent you already pay for",
          "Curated news and project organization",
          "Data stays on your machine"
        ],
        "price_annual": null
      },
      {
        "name": "Go",
        "price": "$8 /month",
        "period": "month",
        "persona": "individual",
        "highlights": [
          "Models included",
          "No overage bills",
          "Cancel any time"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "open source",
    "GitHub presence"
  ],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://crabtalk.ai/"
  ],
  "last_checked": "2026-10-29",
  "profile_checked": "2026-06-16",
  "price_checked": "2026-10-29",
  "how_to_connect": {
    "website": "https://crabtalk.ai/",
    "docs": "https://crabtalk.ai/docs",
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [],
    "install": null,
    "repository": null
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://crabtalk.ai/pricing",
      "last_observed_day": "2026-10-29",
      "age_days": 0,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 94,
    "group": "Request and model routing",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 19,
      "pro": 37.26,
      "team / small business": 169,
      "enterprise": 504.55
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/94"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 165,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:34:17.038Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}