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100
MCP MCP 2025-11-25 streamable-http

OptimToken

io.github.optimnow/ai-pricing-hub

Compare LLM API pricing, estimate workload costs, and benchmark cloud compute. By OptimNow.

Uptime
33.3%
3 direct probes · 30d
Response
234ms
last probe
Tools
5
callable
Resources
5
readable
Prompts
0
available

Tools · 5

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 THE FIELD — 'show me models under $1/1M', …

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 cost tools use. Use this for 'about 800 in…

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 specific models to weigh against each other, …

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 this when the user wants an ANSWER rather…

compare-compute-pricing

Compare cloud compute instance pricing across AWS, Azure, GCP, DigitalOcean, OCI, OVH, and Alibaba. Filter by region, provider, vCPUs, memory, category, processor, or use case. All prices are Linux on…

Resources · 5

compare-llm-models

Compare LLM Models

ui://widgets/ext-apps/compare-llm-models.html
estimate-llm-cost

Estimate LLM Cost

ui://widgets/ext-apps/estimate-llm-cost.html
compare-models-side-by-side

Compare Models Side by Side

ui://widgets/ext-apps/compare-models-side-by-side.html
recommend-llm-model

Recommend an LLM Model

ui://widgets/ext-apps/recommend-llm-model.html
compare-compute-pricing

Compare Cloud Compute Pricing

ui://widgets/ext-apps/compare-compute-pricing.html

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "optimtoken": {
      "url": "https://ai-pricing-hub-mcp-9604f763.alpic.live/",
      "transport": "streamable-http"
    }
  }
}