Token Optimizer

{
  "agent_id": "token_optimizer",
  "name": "Token Optimizer",
  "url": "https://promptthin.tech",
  "logo": null,
  "niche": "ai-compute-optimization-infra",
  "category": "developer-tools-infra",
  "short_summary": "Reduces LLM API costs via semantic caching, prompt compression, model routing, context pruning, and thinking budget optimization",
  "task_performed": "Reduces LLM API costs via semantic caching, prompt compression, model routing, context pruning, and thinking budget optimization",
  "inputs_accepted": [
    "LLM API requests",
    "prompts",
    "OpenAI usage exports"
  ],
  "outputs_produced": [
    "Optimized LLM responses with reduced token usage and costs"
  ],
  "integrations_available": [
    "OpenAI SDK",
    "LangChain",
    "AutoGen",
    "CrewAI",
    "Vercel AI SDK"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "SDK"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "subscription",
    "currency": "USD",
    "lowest_monthly_usd": 11.99,
    "monthly_usd": 11.99,
    "headline": "From $11.99/mo",
    "summary": "From $11.99/mo. Pro costs $11.99 per month after a 7-day trial and $4.99 first month, while Enterprise uses custom pricing.",
    "confidence": "medium",
    "source_url": "https://promptthin.tech/",
    "checked_at": "2026-07-28T05:01:09.844Z",
    "amount": 11.99,
    "display": "From $11.99/mo",
    "plans": [
      {
        "name": "Pro",
        "price": "$11.99/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "7-day free trial",
          "$4.99 first month",
          "10,000 requests / month",
          "All 5 saving routes",
          "Priority support",
          "Usage analytics export"
        ],
        "price_annual": null
      },
      {
        "name": "Enterprise",
        "price": "custom pricing",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Volume discounts",
          "SLA guarantees",
          "Managed keys",
          "Custom domain",
          "Dedicated support"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "GitHub"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://promptthin.tech"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "https://promptthin.tech",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1851,
    "uptime_7d": 0.14,
    "checked_at": "2026-07-28T02:39:02.639Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}