Which integrations are available for this server?

Provides access to comprehensive model catalogs and pricing intelligence for Google's AI inference services.

atom-mcp-server by A7OM-AI

What Is This?

ATOM MCP Server lets any MCP-compatible AI agent (Claude, GPT, Cursor, Windsurf, VS Code Copilot) query real-time AI inference pricing data programmatically. Think of it as the Bloomberg Terminal for AI pricing, accessible via the Model Context Protocol.

Ask your AI assistant a question like "What's the cheapest way to run GPT-4o?" and it calls ATOM's tools behind the scenes, returning a data-backed answer from 1,600+ pricing SKUs across 40+ vendors globally.

Built by ATOM (A7OM) — the world's first methodological inference pricing index.

AIPI Indexes

14 benchmark indexes across four categories:

Category	Indexes	What It Answers
Modality	TXT, MML, IMG, AUD, VID, VOC	What does this type of inference cost?
Channel	DEV, CLD, PLT, NCL	Where should you buy — direct, marketplace, platform, or neocloud?
Tier	FTR, BDG, RSN	What's the premium for flagship vs budget vs reasoning?
Special	OSS	How much cheaper is open-source inference across all channels?

All indexes are global (GLB), calculated weekly using chained matched-model methodology to eliminate composition bias.

Tools

Tool	Tier	Description
`list_vendors`	Free	All tracked vendors with country, region, channel type, and pricing page URLs
`get_kpis`	Free	6 market KPIs: output premium, caching savings, open-source advantage, context cost curve, caching availability, size spread
`get_index_benchmarks`	Free	AIPI price benchmarks across 14 indexes — modality, channel, tier, and licensing
`get_market_stats`	Tiered	Aggregate market intelligence: medians, quartiles, distributions, modality breakdown
`search_models`	Tiered	Multi-filter search: modality, vendor, creator, open-source, price range, context window, parameters
`get_model_detail`	Tiered	Full specs + pricing across all vendors for a single model
`compare_prices`	Tiered	Cross-vendor price comparison for a model or model family
`get_vendor_catalog`	Tiered	Complete catalog for a specific vendor: all models, modalities, and pricing

Pricing Tiers

	ATOM MCP (Free)	ATOM MCP Pro ($49/mo)
Vendors, KPIs, AIPI indexes	✅ Full data	✅ Full data
Market stats	Aggregates only	+ Vendor-level breakdown
Model search & comparison	Counts + price ranges	Full granular SKU data
Model detail	Specs only	+ Per-vendor pricing
Vendor catalog	Summary only	Full SKU listing

Free tier (no API key): Enough to understand the market — counts, ranges, distributions, benchmarks.

ATOM MCP Pro ($49/mo): Full granular data — every vendor, model, price, and spec. → a7om.com/mcp

Quick Start

Option 1: Remote URL — Claude.ai / Claude Desktop (recommended)

No install required. Connect directly to ATOM's hosted server:

Claude.ai (web): Settings → Connectors → Add custom connector

Name: ATOM Pricing Intelligence
URL:  https://atom-mcp-server-production.up.railway.app/mcp

Claude Desktop: Settings → Developer → Edit Config

{
  "mcpServers": {
    "atom-pricing": {
      "url": "https://atom-mcp-server-production.up.railway.app/mcp"
    }
  }
}

Note: Remote URL support requires a recent Claude Desktop version. If it doesn't work, use the npx method below.

Claude Desktop (via npx proxy):

{
  "mcpServers": {
    "atom-pricing": {
      "command": "npx",
      "args": ["mcp-remote", "https://atom-mcp-server-production.up.railway.app/mcp"]
    }
  }
}

Option 2: Local (stdio) — for Cursor, Windsurf, etc.

git clone https://github.com/A7OM-AI/atom-mcp-server.git
cd atom-mcp-server
npm install && npm run build

Add to your MCP client config:

{
  "mcpServers": {
    "atom-pricing": {
      "command": "node",
      "args": ["/path/to/atom-mcp-server/dist/index.js"],
      "env": {
        "SUPABASE_URL": "https://jonncmzxvxzwyaznokba.supabase.co",
        "SUPABASE_ANON_KEY": "your-anon-key"
      }
    }
  }
}

Option 3: Deploy your own (Railway)

Deploy on Railway

Set environment variables in Railway dashboard:

SUPABASE_URL
SUPABASE_ANON_KEY
ATOM_API_KEYS (comma-separated, for paid tier validation)
TRANSPORT=http

Example Queries

Once connected, just ask your AI assistant naturally:

"What's the cheapest way to run GPT-4o?"
"Compare Claude Sonnet 4.5 pricing across all vendors"
"Find open-source text models under $0.50 per million tokens"
"Show me Google's full model catalog"
"What are the AIPI benchmark prices for text inference?"
"How do neocloud prices compare to cloud marketplaces?"
"How much cheaper is open-source inference?"
"Give me a market overview of AI inference pricing"
"What are the key market KPIs for AI inference?"

Environment Variables

Variable	Required	Description
`SUPABASE_URL`	Yes	Supabase project URL
`SUPABASE_ANON_KEY`	Yes	Supabase anonymous/public key
`ATOM_API_KEYS`	No	Comma-separated valid API keys for paid tier
`TRANSPORT`	No	`stdio` (default) or `http`
`PORT`	No	HTTP port (default 3000)

Tech Stack

TypeScript / Node.js
MCP SDK (@modelcontextprotocol/sdk)
Supabase (PostgreSQL) via REST API
Express (HTTP transport)
Zod (schema validation)

About ATOM

ATOM tracks 1,600+ AI inference pricing SKUs from 40+ vendors globally through the AIPI (ATOM Inference Price Index) system — the first methodological price benchmark for AI inference. 14 indexes span modality, channel, tier, and licensing dimensions, updated weekly using chained matched-model methodology to eliminate composition bias.

Vendors are classified across four distribution channels: Model Developers (direct API), Cloud Marketplaces (AWS Bedrock, Google Vertex, Azure), Inference Platforms (DeepInfra, Fireworks, Together AI), and Neoclouds (Groq, Cerebras).

Products: ATOM MCP · ATOM Terminal · ATOM Feed

License

MIT

atom-mcp-server