search_modelsSearch and filter AI inference models across all tracked vendors and SKUs. Query by modality (Text, Image, Audio, Video, Multimodal), vendor, creator,
get_model_detailDeep dive on a single AI model: technical specs + pricing across all vendors. Returns model_registry data (context window, parameters, open-source sta
compare_pricesCross-vendor price comparison for a specific model or model family. Shows the same model (or family) priced across different vendors, sorted cheapest
get_vendor_catalogFull catalog for a specific vendor: all models, modalities, and pricing. Returns vendor metadata (country, region, pricing page URL) plus every model
get_market_statsAggregate AI inference market intelligence. Returns total vendor/model/SKU counts, price distribution (median, mean, quartiles, min/max), and modality
get_index_benchmarksAIPI (ATOM Inference Price Index) — chained matched-model price benchmarks for AI inference. Returns 15 benchmark indexes across four categories: - Mo
get_kpisATOM Inference Market KPIs — 9 cost and structure metrics derived from live pricing data across all tracked vendors: - Output Price Premium: how much
get_model_intelligenceATOM Model Intelligence — 6 capability and coverage metrics derived from the metadata behind every tracked model. Complements the pricing KPIs in get_
list_vendorsList all AI inference vendors tracked by ATOM. Returns vendor name, country, region, and pricing page URL. Vendors span four channel types: Model Deve
No proxied traffic observed for this host yet. Connect it at /connect and its grade gains a measured Reliability score + per-tool behavioral evidence — the half a static scan can't produce.
We re-grade atom-mcp-server-production.up.railway.app on a schedule and alert your Slack/webhook the moment its tools change or its grade drops — rug-pull insurance for the connection.
Add the wmcp.sh trust oracle as an MCP server and call grade_mcp_server / check_mcp_drift in your agent's pre-connection gate:
https://wmcp.sh/mcp/trust
readOnly vs observed behavior) layer on via the wmcp.sh proxy.