atom-mcp-server
MCP serverAI & modelsThe Global Price Benchmark for AI Inference. 1,600+ SKUs, 40+ vendors, 14 price indexes.
Serves today. ahel can serve it to every connected agent through your gateway link. It booted on ahel's sandbox and listed 8 tools.
Serve it through your gateway
One link, every agent. Your own credentials, stored once.
Tools it gives your agents (8)
| Tool | What it does |
|---|---|
| search_models | Search and filter AI inference models across 40+ vendors and 1,600+ SKUs. Query by modality (Text, Image, Audio, Video, Multimodal), vendor, creator, model family, open-source status, price range... |
| get_model_detail | Deep dive on a single AI model: technical specs + pricing across all vendors. Returns model_registry data (context window, parameters, open-source status, training cutoff, model family) plus all... |
| compare_prices | Cross-vendor price comparison for a specific model or model family. Shows the same model (or family) priced across different vendors, sorted cheapest first. |
| get_vendor_catalog | Full catalog for a specific vendor: all models, modalities, and pricing. Returns vendor metadata (country, region, pricing page URL) plus every model and SKU they offer. Examples: - "What does... |
| get_market_stats | Aggregate AI inference market intelligence. Returns total vendor/model/SKU counts, price distribution (median, mean, quartiles, min/max), and modality breakdown. |
| get_index_benchmarks | AIPI (ATOM Inference Price Index) — chained matched-model price benchmarks for AI inference. Returns benchmark prices across index families (Text, Image, Audio, Video, Multimodal, Composite) with... |
| get_kpis | ATOM Inference Price Index (AIPI) market-level KPIs. Returns 6 key performance indicators derived from 1,600+ SKUs: - Output Premium: how much more output tokens cost vs input - Caching Savings... |
| list_vendors | List all 41 AI inference vendors tracked by ATOM. Returns vendor name, country, region, and pricing page URL. Optionally filter by region or country. Examples: - "List all vendors" → (no params) |
Signals
- Last commit
- Jun 2026
- Weekly downloads
- 113
- Tools captured
- 8