bots.st/optimtoken
OptimToken
Estimate workload cost and recommend models
6665 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 5
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://optimtoken-mcp.optimnow.io/mcp
What it can do
| Tool | What it says it does |
|---|---|
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-demand list prices in USD. Not every price column is live: `provenance.priceTypes` says which of… |
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', 'which providers have vision models', 'list open-weight models above ELO 1300'. For a single PICK… |
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, rather than filtering the whole catalogue. If they also supply their own token counts, or a volume… |
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 and 200 out, 4 million calls a month', or to price one named model across every use-case profile… |
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 than a table — 'what should I use for support tickets under $500 a month'. To browse or filter… |
In its maker's words
Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.
- Website
- optimtoken.optimnow.io/mcp
- Source
- github.com/OptimNow/ai-pricing-hub-mcp
- Publisher
- OptimNow (2 listings in the registry)
- Listed from
- the official MCP Registry as
io.github.OptimNow/ai-pricing-hub - Version
- 0.4.2, updated 7 Oct 2026
- Kinds of work
- Finance and markets, Cloud and DevOps, AI models and agent tools
The domain it lives on
- optimnow.io
- registered 17 Mar 2023 (3 years ago), at GoDaddy.com, LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 6665 ms | |
| Answered | 3096 ms | |
| Answered | 6645 ms |
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