Attic Standard MCP

The benchmark, live inside your AI tools
Attic Standard MCP puts the benchmark inside your AI tools through the Model Context Protocol. Your agent returns the live market rate on any model, vendor, or channel the moment you decide, native to Claude, Cursor, Windsurf, and any MCP client. Start free on the aggregated view; PRO opens the full SKU-level detail.

OVERVIEW
Pricing Intelligence at Decision Time
What MCP is, what it does, why it matters
What is the cheapest model with 100K context and tool calling? That 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. Attic Standard 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, no rate limits to navigate, no separate dashboards to maintain.


TOOLS
Ten Tools, Free and PRO
Every tool returns structured pricing intelligence

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

Tool
What it does
Tier
list_vendors
Returns every inference vendor we track, grouped by channel type: model developer, cloud marketplace, inference platform, neocloud.
Free
get_kpis
Returns the nine market KPIs, covering output premium, caching discount, open-source discount, context window cost, model size spread, reasoning premium, platform and neocloud discounts, and caching availability.
Free
get_model_intelligence
Returns the six Model Intelligence KPIs drawn 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 across modality, channel, tier and special categories, with current level, weekly change and year-to-date movement.
Free
get_market_stats
Returns aggregate market intelligence: total SKUs, models, vendors, modality coverage and geographic distribution.
Free
get_price_history
Returns the time series behind any index or SKU, so an agent can reason about where a price has been rather than only where it stands today.
Free
search_models
Searches 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 vendors for the same model, returning input, cached and output pricing ranked cheapest first.
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 Attic Standard MCP server to your client's configuration. The free tier needs no API key. PRO uses the key generated when you subscribe.

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 Attic Standard tools appear automatically.

Claude Desktop
Native MCP support
Add to claude_desktop_config.json, restart Claude, and the tools appear.
Cursor
Built-in integration
Add to settings or workspace config. Tools are available across the entire workspace.
Windsurf
Standard SSE transport
Configure through MCP settings, using the default Windsurf integration paths.
Custom clients
Any MCP-compatible client
Use stdio or SSE transport. Standard MCP protocol, with no proprietary extensions.

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


PLANS
Free or PRO
Start free with market-level tools, upgrade for SKU-level access

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

Capability
Free
$0
PRO
$500/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, with daily price alerts
Support
One business day
Priority, same business day

USE CASES
How Teams Use MCP
Three decisions the live rate changes
Negotiation
Walk in knowing the market rate
Before a vendor conversation, pull the live cross-vendor comparison and the benchmark for the models you buy. You arrive with the number, rather than the one the vendor hands you.
Model selection
The cheapest model that clears the bar
Filter by what the workload actually needs and get the cheapest current option across every vendor, priced the moment you choose. Capability and cost in one answer.
Spend monitoring
Catch every price move where you work
Ask how your vendors moved this week from inside Claude or Cursor, then act on the drop worth capturing or the rise worth renegotiating. No dashboard to open.

GET STARTED
Three Steps to Live
The free tier needs no signup. PRO unlocks on 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, then restart the client.
03
Start querying
Ask your agent anything about inference pricing. The free tier works immediately; add the API key for PRO.
$500 per month·Billed monthly·Cancel anytime·Secure checkout via Stripe

WHERE TO GO NEXT
Other Ways into Attic Standard
The same benchmark, delivered differently

MCP puts the benchmark where you are already working. Terminal gives the full historical record on a dashboard built for analysis, and Feed delivers the underlying records straight into your own systems.


Talk to the team

Whether you need a demo, a quote, or a conversation about coverage, we respond within one business day.

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EMAIL
team@a7om.com
General enquiries and support
ATHENS
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ENTITY
Member One EOOD
RESPONSE
One business day
DEMOS
30 minutes, by appointment
PRESS
Figures may be cited with attribution
Price Indexes
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