Attic Standard

Official11 tools

by AtticStandard · TypeScript

The global price benchmark for AI inference: 23 price indexes, market KPIs and SKU-level prices.

The io.github.AtticStandard/atom-mcp-server provides a “global price benchmark for AI inference.” It describes its scope as 23 price indexes, plus market KPIs and SKU-level prices, intended to reflect pricing and performance signals for AI inference use.

🛠️ Key Features

Global price benchmark for AI inference
23 price indexes
Market KPIs
SKU-level prices

🚀 Use Cases

Comparing AI inference pricing using multiple price indexes
Monitoring market-level KPIs related to inference pricing
Tracking pricing at the SKU level

⚡ Developer Benefits

Structured benchmark components (price indexes, market KPIs, SKU-level prices) for integration and comparison

⚠️ Limitations

Available description does not specify any tools, query interfaces, or configuration details beyond the benchmark scope

Topics

ai-inferenceai-pricingllmllm-pricingmarket-datamcpmcp-serverpricing-intelligenceattic-standard

Captured live from the server via tools/list.

get_index_benchmarks

The Attic Standard price indexes for AI inference: every published index at the week the site shows. Six families: Modality (text, multimodal, image, video, audio, voice, embeddings), Channel (model developers, cloud marketplaces, inference platforms, neoclouds), Tier (flagship, core, compact), License (open weights, restricted weights, proprietary), Origin (United States, China) and Use case (reasoning, coding). For each index and direction (input, cached input, output) it returns the benchmark level (May 2026 = 100) with week, month and vs-base changes, the spot price (median, p25, p75 in dollars) with its own week, month and vs-base changes, and coverage counts with the May 2026 basket size, flagged where the basket has changed materially since the base. Free: fully public, the same figures atticstandard.com publishes. Token prices are per 1,000 tokens; other modalities use their own unit (per image, per second, per minute, per 1,000 characters). Examples: - "Where is text inference priced this week?" -> index_code="TXT" - "Compare the four channels" -> index_category="Channel" - "Open-weight versus proprietary" -> index_category="License"

Parameters3

index_code	string	optional	One index, e.g. 'TXT', 'NCL', 'FLG' or the full code 'AIPI TXT GLB'. Omit for all published indexes.
index_category	string	optional	Index family: 'Modality', 'Channel', 'Tier', 'License', 'Origin', 'Use case'.
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "index_code": {
      "type": "string",
      "description": "One index, e.g. 'TXT', 'NCL', 'FLG' or the full code 'AIPI TXT GLB'. Omit for all published indexes."
    },
    "index_category": {
      "type": "string",
      "description": "Index family: 'Modality', 'Channel', 'Tier', 'License', 'Origin', 'Use case'."
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_price_history

Weekly history. With index_code: the index series (benchmark level, May 2026 = 100, and the spot price with its 25th and 75th percentiles) for up to 260 weeks; free. With model_name: every vendor's price for that model week by week, showing when each SKU was repriced; Attic Standard MCP PRO. Token prices are per 1,000 tokens; other modalities use their own unit (per image, per second, per minute, per 1,000 characters). Examples: - "How has the neocloud index moved since May?" -> index_code="NCL" - "Has anyone cut the price of DeepSeek V3 this quarter?" -> model_name="DeepSeek V3", weeks=13

Parameters6

index_code	string	optional	Index history, e.g. 'TXT', 'DEV', 'OSS' or 'AIPI TXT GLB'. Free.
model_name	string	optional	Model price history across every vendor that sells it, e.g. 'GPT-4o'. PRO.
vendor	string	optional	With model_name: limit to one vendor. PRO.
direction	string	optional	Pricing direction
weeks	integer	optional	How many weeks back (default 26)
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "index_code": {
      "type": "string",
      "description": "Index history, e.g. 'TXT', 'DEV', 'OSS' or 'AIPI TXT GLB'. Free."
    },
    "model_name": {
      "type": "string",
      "description": "Model price history across every vendor that sells it, e.g. 'GPT-4o'. PRO."
    },
    "vendor": {
      "type": "string",
      "description": "With model_name: limit to one vendor. PRO."
    },
    "direction": {
      "type": "string",
      "enum": [
        "Input",
        "Cached Input",
        "Output"
      ],
      "description": "Pricing direction"
    },
    "weeks": {
      "type": "integer",
      "minimum": 1,
      "maximum": 260,
      "default": 26,
      "description": "How many weeks back (default 26)"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_kpis

The nine market KPIs Attic Standard publishes each week. - Price structure: output premium, caching discount, caching availability - Price dynamics: repricing activity, repricing depth, post-launch drift - Competition: multi-vendor spread, first-party premium, marketplace premium Each KPI returns its value, interquartile range, population, week, month and vs-base changes, and its published definition. Free: fully public, the same figures atticstandard.com publishes.

Parameters3

group	string	optional	Optional group: 'Price structure', 'Price dynamics' or 'Competition'
weeks	integer	optional	Weeks of history per KPI (default 1, latest only)
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "group": {
      "type": "string",
      "description": "Optional group: 'Price structure', 'Price dynamics' or 'Competition'"
    },
    "weeks": {
      "type": "integer",
      "minimum": 1,
      "maximum": 52,
      "default": 1,
      "description": "Weeks of history per KPI (default 1, latest only)"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_model_intelligence

Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling, output ceiling spread, training cutoff lag and vendor modality breadth. Read alongside the market KPIs, they explain why models are priced the way they are. Free: fully public, the same figures atticstandard.com publishes.

Parameters1

_atom_api_key

string

optional

Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_index_constituents

What sits inside an index basket this week. Free tier: the composition (SKUs, models and vendors, split by channel, origin, tier and license). Attic Standard MCP PRO: the model-by-model basket with the vendors selling each model. Examples: - "What is in the flagship index?" -> index_code="FLG" - "How much of the China index is sold through neoclouds?" -> index_code="CHN"

Parameters3

index_code	string	required	Index to open, e.g. 'TXT', 'FLG', 'CHN' or 'AIPI TXT GLB'
direction	string	optional	Limit to one pricing direction
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "index_code": {
      "type": "string",
      "description": "Index to open, e.g. 'TXT', 'FLG', 'CHN' or 'AIPI TXT GLB'"
    },
    "direction": {
      "type": "string",
      "enum": [
        "Input",
        "Cached Input",
        "Output"
      ],
      "description": "Limit to one pricing direction"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "required": [
    "index_code"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_market_stats

Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit and direction. Free tier returns counts, ranges and redacted samples; Attic Standard MCP PRO ($500/month, https://atticstandard.com/mcp) returns vendor names, model names and exact prices. Token prices are per 1,000 tokens; other modalities use their own unit (per image, per second, per minute, per 1,000 characters).

Parameters2

modality	string	optional	Optional modality: Text, Multimodal, Image, Video, Audio, Voice
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "modality": {
      "type": "string",
      "description": "Optional modality: Text, Multimodal, Image, Video, Audio, Voice"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

list_vendors

Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page. Filter by channel, region or country.

Parameters4

channel	string	optional	Optional channel: 'Model developer' (DEV), 'Cloud marketplace' (CLD), 'Inference platform' (PLT), 'Neocloud' (NCL)
region	string	optional	Optional region, e.g. 'North America', 'Europe', 'Asia'
country	string	optional	Optional country, e.g. 'United States', 'China', 'France'
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "channel": {
      "type": "string",
      "description": "Optional channel: 'Model developer' (DEV), 'Cloud marketplace' (CLD), 'Inference platform' (PLT), 'Neocloud' (NCL)"
    },
    "region": {
      "type": "string",
      "description": "Optional region, e.g. 'North America', 'Europe', 'Asia'"
    },
    "country": {
      "type": "string",
      "description": "Optional country, e.g. 'United States', 'China', 'France'"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

search_models

Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum context window. Cheapest first. Free tier returns counts, ranges and redacted samples; Attic Standard MCP PRO ($500/month, https://atticstandard.com/mcp) returns vendor names, model names and exact prices. Token prices are per 1,000 tokens; other modalities use their own unit (per image, per second, per minute, per 1,000 characters). Examples: - "Open-weight text models under $0.0005 per 1,000 output tokens" -> open_source="true", modality="Text", direction="Output", max_price=0.0005 - "Chinese reasoning models on neoclouds" -> origin="China", reasoning="true", channel="Neocloud"

Parameters16

modality	string	optional	Text, Multimodal, Image, Video, Audio, Voice
vendor	string	optional	Vendor name or id
channel	string	optional	'Model developer', 'Cloud marketplace', 'Inference platform' or 'Neocloud'
creator	string	optional	Model creator (the lab that built the model)
model_family	string	optional	Model family, e.g. 'Llama', 'Qwen', 'Claude'
tier	string	optional	Lineup tier: 'Flagship', 'Core' or 'Compact'
license	string	optional	License class, e.g. 'open', 'restricted', 'proprietary'
origin	string	optional	Creator's home country, e.g. 'United States', 'China'
reasoning	string	optional	'true' for reasoning models only, 'false' to exclude them
open_source	string	optional	'true' for models with published weights
direction	string	optional	Pricing direction
max_price	number	optional	Maximum price in the SKU's own unit (per 1,000 tokens for token models)
min_context_window	integer	optional	Minimum context window in tokens
limit	integer	optional	Results to return (default 20)
offset	integer	optional	Offset for paging
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "modality": {
      "type": "string",
      "description": "Text, Multimodal, Image, Video, Audio, Voice"
    },
    "vendor": {
      "type": "string",
      "description": "Vendor name or id"
    },
    "channel": {
      "type": "string",
      "description": "'Model developer', 'Cloud marketplace', 'Inference platform' or 'Neocloud'"
    },
    "creator": {
      "type": "string",
      "description": "Model creator (the lab that built the model)"
    },
    "model_family": {
      "type": "string",
      "description": "Model family, e.g. 'Llama', 'Qwen', 'Claude'"
    },
    "tier": {
      "type": "string",
      "description": "Lineup tier: 'Flagship', 'Core' or 'Compact'"
    },
    "license": {
      "type": "string",
      "description": "License class, e.g. 'open', 'restricted', 'proprietary'"
    },
    "origin": {
      "type": "string",
      "description": "Creator's home country, e.g. 'United States', 'China'"
    },
    "reasoning": {
      "type": "string",
      "description": "'true' for reasoning models only, 'false' to exclude them"
    },
    "open_source": {
      "type": "string",
      "description": "'true' for models with published weights"
    },
    "direction": {
      "type": "string",
      "enum": [
        "Input",
        "Output",
        "Cached Input"
      ],
      "description": "Pricing direction"
    },
    "max_price": {
      "type": "number",
      "description": "Maximum price in the SKU's own unit (per 1,000 tokens for token models)"
    },
    "min_context_window": {
      "type": "integer",
      "description": "Minimum context window in tokens"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 20,
      "description": "Results to return (default 20)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0,
      "description": "Offset for paging"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_model_detail

One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to, and its price at every vendor. Free tier returns counts, ranges and redacted samples; Attic Standard MCP PRO ($500/month, https://atticstandard.com/mcp) returns vendor names, model names and exact prices.

Parameters2

model_name	string	required	Model to look up, e.g. 'GPT-4o', 'Claude Sonnet 4.5', 'Llama 3.3 70B'
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "model_name": {
      "type": "string",
      "description": "Model to look up, e.g. 'GPT-4o', 'Claude Sonnet 4.5', 'Llama 3.3 70B'"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "required": [
    "model_name"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

compare_prices

The same model, or a whole family, priced across every vendor that sells it: cheapest and dearest offer, vendor count and spread ratio for each direction, plus each offer with its channel. Free tier returns counts, ranges and redacted samples; Attic Standard MCP PRO ($500/month, https://atticstandard.com/mcp) returns vendor names, model names and exact prices. Token prices are per 1,000 tokens; other modalities use their own unit (per image, per second, per minute, per 1,000 characters). Examples: - "Cheapest place to run Llama 3.3 70B" -> model_name="Llama 3.3 70B" - "Qwen family output prices" -> model_family="Qwen", direction="Output"

Parameters5

model_name	string	optional	Model to compare, e.g. 'GPT-4o', 'Llama 3.3 70B', 'DeepSeek V3'
model_family	string	optional	Whole family instead of one model, e.g. 'Llama', 'Qwen'
direction	string	optional	Pricing direction
limit	integer	optional	Maximum SKUs (default 50)
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "model_name": {
      "type": "string",
      "description": "Model to compare, e.g. 'GPT-4o', 'Llama 3.3 70B', 'DeepSeek V3'"
    },
    "model_family": {
      "type": "string",
      "description": "Whole family instead of one model, e.g. 'Llama', 'Qwen'"
    },
    "direction": {
      "type": "string",
      "enum": [
        "Input",
        "Output",
        "Cached Input"
      ],
      "description": "Pricing direction"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 200,
      "default": 50,
      "description": "Maximum SKUs (default 50)"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_vendor_catalog

Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted samples; Attic Standard MCP PRO ($500/month, https://atticstandard.com/mcp) returns vendor names, model names and exact prices. Token prices are per 1,000 tokens; other modalities use their own unit (per image, per second, per minute, per 1,000 characters).

Parameters5

vendor	string	required	Vendor name or id, as listed by list_vendors
modality	string	optional	Optional modality: Text, Multimodal, Image, Video, Audio, Voice
direction	string	optional	Optional pricing direction
limit	integer	optional	Maximum SKUs (default 100)
_atom_api_key	string	optional	Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier.

Raw schema

{
  "type": "object",
  "properties": {
    "vendor": {
      "type": "string",
      "description": "Vendor name or id, as listed by list_vendors"
    },
    "modality": {
      "type": "string",
      "description": "Optional modality: Text, Multimodal, Image, Video, Audio, Voice"
    },
    "direction": {
      "type": "string",
      "enum": [
        "Input",
        "Output",
        "Cached Input"
      ],
      "description": "Optional pricing direction"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 500,
      "default": 100,
      "description": "Maximum SKUs (default 100)"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    }
  },
  "required": [
    "vendor"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

README.md7 KBView on GitHub

Attic Standard MCP Server

The Global Price Benchmark for AI Inference, as a native tool for AI agents.
One number both sides trust.

Website · Methodology · MCP PRO

What this is

Attic Standard is the independent price reporting agency for AI inference. Every week it records the published prices of model developers, cloud marketplaces, inference platforms and neoclouds, and turns them into price indexes and market KPIs.

This server puts that data inside any MCP-compatible assistant (Claude, ChatGPT, Cursor, Windsurf, VS Code). Ask "Where is text inference priced this week?" or "Cheapest place to run Llama 3.3 70B?" and the assistant answers from the published benchmark instead of guessing.

The indexes

23 published indexes in six families, each reported for input, cached input and output where the modality has them.

Family	Indexes	What it answers
Modality	Text, Multimodal, Image (per image), Image (per megapixel), Video (per second), Video (per clip), Audio, Voice, Embeddings	What does this kind of inference cost?
Channel	Model developers, Cloud marketplaces, Inference platforms, Neoclouds	Where is it cheapest to buy?
Tier	Flagship, Core, Compact	What does a place higher in a maker's lineup cost?
License	Open weights, Restricted weights, Proprietary	What is the price of openness?
Origin	United States, China	How do the two model-building countries price?
Use case	Reasoning, Coding	What do specialist models cost?

Each index carries two numbers:

Benchmark: the chained level, May 2026 = 100 (the average of that month's weeks), with week, month and vs-base changes.
Spot: what the market charges this week, in dollars. Each model is taken at the median of its vendors' prices, and the spot is the median across those models, with the interquartile range. Its change is stated against its own May 2026 average, month on month and week on week, and because the spot follows the market as it stands, that change reflects models arriving and leaving as well as repricing.

Token prices are per 1,000 tokens. Other modalities use their own unit.

Tools

Tool	Tier	What it returns
`get_index_benchmarks`	Free	Every published index at the current week: benchmark level and changes, spot price, range and changes, coverage with the May 2026 basket
`get_price_history`	Free / PRO	Weekly index series with the spot price and its range (free); week-by-week price of a model at every vendor, with each repricing (PRO)
`get_kpis`	Free	The nine market KPIs: output premium, caching discount, caching availability, repricing activity, repricing depth, post-launch drift, multi-vendor spread, first-party premium, marketplace premium
`get_model_intelligence`	Free	Six capability measures: reasoning tier share, long-context saturation, context ceiling, output ceiling spread, training cutoff lag, vendor modality breadth
`get_index_constituents`	Free / PRO	What is inside an index basket: composition by channel, origin, tier and license (free); model-by-model basket with vendors (PRO)
`get_market_stats`	Free / PRO	Coverage (vendors by channel, models, SKUs, indexes) and price distributions by modality, unit and direction; vendor breakdown on PRO
`list_vendors`	Free	The vendor fleet with channel, country and pricing page
`search_models`	Free / PRO	Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, price and context
`get_model_detail`	Free / PRO	One model's specs, the indexes it belongs to, and its price at every vendor
`compare_prices`	Free / PRO	One model or family across all vendors: cheapest, dearest and spread per direction, with every offer on PRO
`get_vendor_catalog`	Free / PRO	One vendor's channel, coverage and full price list

Free and PRO

	Free	MCP PRO
Indexes, index history, market KPIs, model intelligence	Full	Full
Vendor list and market coverage	Full	Full
Index baskets	Composition counts	Model and vendor detail
Search, model detail, comparisons, catalogs, model price history	Counts, ranges, redacted samples	Vendor names, model names, exact prices
Price	$0	$500/month

The free tier carries everything atticstandard.com publishes. PRO adds the vendor- and SKU-level detail behind it. Subscribe at atticstandard.com/mcp.

Connect

Claude (web and desktop)

Settings → Connectors → Add custom connector

text

Name: Attic Standard
URL:  https://mcp.atticstandard.com/mcp

Claude Desktop, Cursor, Windsurf (config file)

json

{
  "mcpServers": {
    "attic-standard": {
      "url": "https://mcp.atticstandard.com/mcp"
    }
  }
}

If your client does not accept a remote URL, use the proxy:

json

{
  "mcpServers": {
    "attic-standard": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.atticstandard.com/mcp"]
    }
  }
}

Connections made with the earlier address, https://atom-mcp-server-production.up.railway.app/mcp, keep working.

PRO key

PRO subscribers receive a key. Tell your assistant to pass it as _atom_api_key on each call, or keep it in a project instruction such as "Use my Attic Standard key XXXX for every Attic Standard tool call."

Example questions

"Where is text inference priced this week, and how has it moved since May?"
"Compare the four distribution channels."
"How much cheaper are open-weight models than proprietary ones?"
"What share of models dropped in price after launch?"
"What is inside the flagship index?"
"Cheapest place to run DeepSeek V3, and who repriced it this quarter?" (PRO)
"Everything one named vendor sells, with prices." (PRO)

Self-hosting

The hosted server above is the supported way to connect. The code is open so you can see exactly what it reads and how it gates data.

Variable	Required	Description
`SUPABASE_URL`	Yes	Database URL
`SUPABASE_SERVICE_ROLE_KEY`	Yes (hosted)	Server-side database key, set only in the host's environment
`TRANSPORT`	No	`stdio` (default) or `http`
`PORT`	No	HTTP port (default 3000)

Stack: TypeScript, Node.js, MCP SDK, Express, Zod, Supabase over REST.

About

Attic Standard publishes the global price benchmark for AI inference: independent, methodology-led and updated weekly across the model developers, cloud marketplaces, inference platforms and neoclouds that sell inference. The name refers to the Attic silver-weight standard of the ancient Greek world, a common measure both sides of a trade accepted.

Products: MCP · Terminal · Feed

Contact: info@atticstandard.com

License

MIT

Install

Tools (11)

get_index_benchmarksget_price_historyget_kpisget_model_intelligenceget_index_constituentsget_market_statslist_vendorssearch_models

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.atticstandard.com/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "atom-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.atticstandard.com/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

get_index_benchmarks

get_price_history

get_kpis

get_model_intelligence

get_index_constituents

get_market_stats

list_vendors

search_models

get_model_detail

compare_prices

get_vendor_catalog

Attic Standard MCP Server

What this is

The indexes

Tools

Free and PRO

Connect

Claude (web and desktop)

Claude Desktop, Cursor, Windsurf (config file)

PRO key

Example questions

Self-hosting

About

License

Install

Remote endpoint

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