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ATOM MCP

Live pricing inside your AI agent or chat environment
ATOM MCP brings authoritative inference pricing data into your AI workflow through the Model Context Protocol. Native to Claude, Cursor, Windsurf, and any MCP-compatible client. Free tier available. PRO unlocks advanced tools.
OVERVIEW
Pricing Intelligence at Decision Time
What MCP is, what it does, why it matters
"What's the cheapest model with 100K context and tool calling?" turns from a research project into a single query.

The Model Context Protocol is an open standard for connecting AI assistants to external data sources. ATOM MCP makes our entire pricing dataset, plus the capability intelligence behind every model, available through this protocol, so your agent can search models, compare vendors, and rank options by capability and cost without leaving the chat environment.

Connect once with a JSON config block, then query in plain language. Your agent gains access to live pricing across the inference economy, with real-time pricing, capability metadata, and benchmark indexes. No API keys to manage in your code, no rate limits to navigate, no separate dashboards to maintain.

TOOLS
Free and PRO Tiers
Every tool returns structured pricing intelligence

Each tool addresses a different decision-making question. Free tier gives market-level intelligence and aggregated benchmarks. PRO tier unlocks SKU-level search, model deep-dives, vendor catalogs, and direct price comparison.

Tool What It Does Tier
list_vendors Returns all inference vendors tracked by ATOM, grouped by channel type (model developer, cloud marketplace, inference platform, neocloud). Free
get_kpis Returns the 9 ATOM Inference Market KPIs: output premium, caching discount, open-source discount, context window cost, model size spread, reasoning premium, platform discount, neocloud discount, and caching availability. Free
get_model_intelligence Returns the 6 Model Intelligence KPIs from model metadata: reasoning tier share, long-context saturation, frontier context ceiling, output ceiling spread, training cutoff lag, and vendor modality breadth. Free
get_index_benchmarks Returns the AIPI benchmarks (modality, channel, tier, special) with current values, weekly change, and YTD performance. Free
get_market_stats Returns aggregate market intelligence: total SKUs, models, vendors, modality coverage, and geographic distribution. Free
search_models Search models across all vendors with filters for context window, tool calling, modality, parameter count, and pricing range. PRO
get_model_detail Deep-dive on any model: full pricing across vendors, capability metadata, training cutoff, license, and historical price movement. PRO
compare_prices Side-by-side price comparison across multiple vendors for the same model. Returns input, cached, and output pricing with cheapest-first ranking. PRO
get_vendor_catalog Returns the complete SKU catalog for any tracked vendor with full pricing dimensions. PRO
INTEGRATION
Connect in Under a Minute
One JSON config block, any MCP-compatible client

Add the ATOM MCP server to your client's configuration. Authentication uses a Supabase-backed API key system with 5-minute caching.

claude_desktop_config.json
{
  "mcpServers": {
    "atom": {
      "command": "npx",
      "args": ["-y", "@a7om/mcp-server"],
      "env": {
        "ATOM_API_KEY": "your_key_here"
      }
    }
  }
}

Once added, restart your client and the ATOM tools appear automatically. Free tier requires no API key. PRO tier uses the key generated when you subscribe.

CLAUDE DESKTOP
Native MCP Support
Add to claude_desktop_config.json. Restart Claude. Tools appear automatically.
CURSOR
Built-in Integration
Add to settings or workspace config. Tools available across the entire workspace.
WINDSURF
Standard SSE Transport
Configure through MCP settings. Compatible with default Windsurf integration paths.
CUSTOM CLIENTS
Any MCP-Compatible Client
Use stdio or SSE transport. Standard MCP protocol, no proprietary extensions.

ATOM MCP is also listed across the MCP ecosystem, including Smithery, the Official MCP Registry, MCP.so, npm, mcpservers.org, PulseMCP, Glama.ai, LobeHub, MCP Market, and MCPMarket.

PRICING & TIERS
Free or PRO
Start free with market-level tools. Upgrade for SKU-level access.

The free tier gives immediate access to ATOM's market intelligence. PRO unlocks the operational tools that let your agent make specific model and vendor decisions at runtime.

Feature
Free Tier
Free
PRO Tier
$49/mo
Full vendor list
Market KPIs
Model Intelligence KPIs
AIPI Benchmarks
Aggregate market stats
SKU-level model search
Model deep-dives
Cross-vendor price comparison
Full vendor catalogs
Update frequency Weekly Weekly + Daily Price Alerts
Support Email, 24h SLA Email + Phone, 8h SLA
USE CASES
What Developers Build with MCP
Three patterns we see in production
COST-AWARE APPS
Pick the cheapest model that meets the spec
Application needs 100K+ context and tool calling. Instead of hardcoding a vendor, query MCP for the cheapest current option meeting the spec. Pricing changes weekly across all tracked vendors.
AGENT DECISIONS
Give your agent runtime cost intelligence
An autonomous agent considering a multi-step task can query MCP to estimate inference costs before committing. One tool call, vendor estimates across the market.
FINOPS AUTOMATION
Monitor inference inside your AI workspace
FinOps teams use Claude or Cursor as their analysis environment. Ask "show me how OpenAI prices moved this week" without leaving the chat interface.
GET STARTED
Three Steps to Live
Free tier requires no signup. PRO unlocks instantly after subscription.
01
Choose Your Client
Claude Desktop, Cursor, Windsurf, or any MCP-compatible client. All work the same way.
02
Add the Config
Copy the JSON block above into your client's MCP configuration file. Restart the client.
03
Start Querying
Ask your agent anything about inference pricing. Free tier works immediately. Add API key for PRO.
Subscribe to PRO — $49/mo
CONTACT · WE'RE HERE TO HELP

Let's Connect

Three ways to reach the team
Whether you have product questions, want to evaluate ATOM for your team, or are exploring a commercial relationship, we read every message. We respond within 24 hours.
CONTACT PATHS
How to Reach Us
Pick the path that fits your inquiry
HEADQUARTERS
Athens, Greece
Our primary operations and engineering hub. Indexing infrastructure, vendor coverage, and product development run from here.
EET / EEST
RESEARCH CENTER
New York, USA
Market research, US-based outreach, and analyst coverage. Closer to the financial and FinOps community on the East Coast.
EST / EDT
DIRECT BOOKING
Schedule a Call
Skip the form. Book a 30-minute slot directly with the team. Best for product demos, pricing discussions, and pilot conversations.
Open Calendly →
GET IN TOUCH
Send Us a Message
We respond within 24 hours
  • General Inquiry
  • ATOM MCP / MCP PRO
  • ATOM Terminal
  • ATOM Feed (Data Licensing)
  • Indexing Methodology
  • Vendor Onboarding
  • Business Partnerships
  • Other
Direct response from the team·No marketing automation·24-hour reply
Inference KPIs
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