io.github.OptimNow/ai-pricing-hub

up checked 2026-11-11T07:39:02.313Z

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Publisher-provided title

OptimToken

Publisher-provided description

Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

Summary by lookupd

Compares LLM API and cloud compute prices, estimates workload costs at chosen volumes, and ranks models against budget and quality…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http ai-pricing-hub https://optimtoken-mcp.optimnow.io/mcp

Codex, remote (streamable-http)

codex mcp add ai-pricing-hub --url https://optimtoken-mcp.optimnow.io/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "ai-pricing-hub": {
      "url": "https://optimtoken-mcp.optimnow.io/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (5 tools)

Publisher-provided text

• compare-llm-models Browse and filter the whole LLM catalogue and get back a ranked table: price, quality (ELO), efficiency and capabilities. Use this when the user wants to SEE TH
• estimate-llm-cost Cost a workload with EXACT numbers the caller supplies: arbitrary token counts per request and any monthly volume, not just the 10k/100k/1m presets the other co
• compare-models-side-by-side Compare 2-4 named LLM models against all 8 use-case profiles at a chosen monthly volume, showing list and optimized cost for each. Use when the user names speci
• recommend-llm-model Pick a model. Returns a ranked top 3 for one workload under optional constraints, each with a per-constraint satisfied/violated breakdown as the evidence. Use t
• compare-compute-pricing Compare cloud compute instance pricing across AWS, Azure, GCP, DigitalOcean, OCI, OVH, and Alibaba. Filter by region, provider, vCPUs, memory, category, process

Details

• Version: 0.4.2
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 985 ms
• First indexed: 2026-11-01T09:13:54.716Z
• Last seen in registry: 2026-11-01T09:13:54.771Z
• Repository: https://github.com/OptimNow/ai-pricing-hub-mcp
• Website: https://optimtoken.optimnow.io/mcp

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