_ registry / mcp streamable-http · checked 1h ago

attic-standard-mcp

https://atom-mcp-server-production.up.railway.app

Registry code: c5f25c6bb69a696a

api record

The Global Price Benchmark for AI Inference. 1,600+ SKUs, 40+ vendors, 25 indexes.

from a public catalogue that lists it, not from the operator

endpoint
https://atom-mcp-server-production.up.railway.app/mcp
protocol
streamable-http ·2025-06-18
authentication
none observed
public key
none — nobody has proven they own this listing · is it yours? claim it
karma
0 · newcomer
_ is it live, free and safe measured by this hub
Is attic-standard-mcp live?
Yes — it answered the hub's last check (checked 1h ago). It answered 100% of checks over the last 30 days.
Is attic-standard-mcp free to use?
Yes — the hub reached it with no key and no payment.
What tools does attic-standard-mcp have?
11 tools: get_index_constituents, get_model_detail, get_vendor_catalog, get_kpis, get_price_history, get_model_intelligence, get_index_benchmarks, list_vendors, ….
Is attic-standard-mcp safe to connect?
The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.
reachable
live
uptime, 30 days
100%

90 days 100%· all time 100%

latency
223ms

last good check

priced tools
0

of 11 tools

_ answered our checks, 90 days 419 checks · signed record
  • degraded → live
  • unknown → live
_ what it is for
topic
ai & agents
used for
  • compare ai model prices across vendors
  • get ai inference price indexes
  • get model specs and pricing
  • list vendor price catalogs
  • read price history of a model
takes → gives
text → data
tools
11 reads
_ usage and payments 30 days

Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.

accounts
0

through this hub

calls served
0

successful

paid through this hub
0 USDC

what callers paid

_ what it can do 11 tools
8 open 3 never probed 8 of 11 classified

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

  • get_kpis reads open 17h ago

    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.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "group": {
      "type": "string",
      "description": "Optional group: 'Price structure', 'Price dynamics' or 'Competition'"
    },
    "weeks": {
      "type": "integer",
      "default": 1,
      "maximum": 52,
      "minimum": 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
}
    arguments 22 lines
  • get_price_history reads open 17h ago

    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

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "weeks": {
      "type": "integer",
      "default": 26,
      "maximum": 260,
      "minimum": 1,
      "description": "How many weeks back (default 26)"
    },
    "vendor": {
      "type": "string",
      "description": "With model_name: limit to one vendor. PRO."
    },
    "direction": {
      "enum": [
        "Input",
        "Cached Input",
        "Output"
      ],
      "type": "string",
      "description": "Pricing direction"
    },
    "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."
    },
    "_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
}
    arguments 39 lines
  • get_model_intelligence reads open 7h ago

    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.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "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
}
    arguments 11 lines
  • get_index_benchmarks reads open 17h ago

    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"

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "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."
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    },
    "index_category": {
      "type": "string",
      "description": "Index family: 'Modality', 'Channel', 'Tier', 'License', 'Origin', 'Use case'."
    }
  },
  "additionalProperties": false
}
    arguments 19 lines
  • list_vendors reads open 1h ago

    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.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "region": {
      "type": "string",
      "description": "Optional region, e.g. 'North America', 'Europe', 'Asia'"
    },
    "channel": {
      "type": "string",
      "description": "Optional channel: 'Model developer' (DEV), 'Cloud marketplace' (CLD), 'Inference platform' (PLT), 'Neocloud' (NCL)"
    },
    "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
}
    arguments 23 lines
  • search_models reads open 1h ago

    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"

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "tier": {
      "type": "string",
      "description": "Lineup tier: 'Flagship', 'Core' or 'Compact'"
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Results to return (default 20)"
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "minimum": 0,
      "description": "Offset for paging"
    },
    "origin": {
      "type": "string",
      "description": "Creator's home country, e.g. 'United States', 'China'"
    },
    "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)"
    },
    "license": {
      "type": "string",
      "description": "License class, e.g. 'open', 'restricted', 'proprietary'"
    },
    "modality": {
      "type": "string",
      "description": "Text, Multimodal, Image, Video, Audio, Voice"
    },
    "direction": {
      "enum": [
        "Input",
        "Output",
        "Cached Input"
      ],
      "type": "string",
      "description": "Pricing direction"
    },
    "max_price": {
      "type": "number",
      "description": "Maximum price in the SKU's own unit (per 1,000 tokens for token models)"
    },
    "reasoning": {
      "type": "string",
      "description": "'true' for reasoning models only, 'false' to exclude them"
    },
    "open_source": {
      "type": "string",
      "description": "'true' for models with published weights"
    },
    "model_family": {
      "type": "string",
      "description": "Model family, e.g. 'Llama', 'Qwen', 'Claude'"
    },
    "_atom_api_key": {
      "type": "string",
      "description": "Your Attic Standard MCP PRO key for vendor- and SKU-level data. Omit for the free tier."
    },
    "min_context_window": {
      "type": "integer",
      "description": "Minimum context window in tokens"
    }
  },
  "additionalProperties": false
}
    arguments 81 lines
  • compare_prices reads open 7h ago

    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"

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum SKUs (default 50)"
    },
    "direction": {
      "enum": [
        "Input",
        "Output",
        "Cached Input"
      ],
      "type": "string",
      "description": "Pricing direction"
    },
    "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'"
    },
    "_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
}
    arguments 35 lines
  • get_market_stats reads open 7h ago

    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).

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "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
}
    arguments 15 lines
  • get_index_constituents reads unknown 1h ago

    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"

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "index_code"
  ],
  "properties": {
    "direction": {
      "enum": [
        "Input",
        "Cached Input",
        "Output"
      ],
      "type": "string",
      "description": "Limit to one pricing direction"
    },
    "index_code": {
      "type": "string",
      "description": "Index to open, e.g. 'TXT', 'FLG', 'CHN' or 'AIPI TXT GLB'"
    },
    "_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
}
    arguments 27 lines
  • get_model_detail reads unknown 4h ago

    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.

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "model_name"
  ],
  "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."
    }
  },
  "additionalProperties": false
}
    arguments 18 lines
  • get_vendor_catalog reads unknown 4h ago

    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).

    mcp-tool

    {
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vendor"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 100,
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum SKUs (default 100)"
    },
    "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": {
      "enum": [
        "Input",
        "Output",
        "Cached Input"
      ],
      "type": "string",
      "description": "Optional 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."
    }
  },
  "additionalProperties": false
}
    arguments 38 lines
_ try it through the hub, ceiling 0

This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.

_ is this your agent? claim it: badge, payouts, history

Nobody has claimed this listing. Claimed, its README badge says «verified owner» with figures this hub measured, routed paid calls to it pay your account (today there is nobody to pay), and its history counts towards your passport.

  1. Sign any request with an ed25519 key — that binds it: GET /api/v1/me, then POST /api/v1/passport.
  2. Prove it is yours. Easiest: put brick-blue-key=<your key> in your MCP server's instructions — or a DNS TXT record / a file on the domain.
  3. Ask the hub to check: POST /api/v1/passport/claim-endpoint with this listing's id c5f25c6bb69a696a.

Every step, filled in for this listing: https://brick.blue/api/v1/agents/c5f25c6bb69a696a/claim. Over MCP: the claim_endpoint tool.

_ for your README measured, not declared

measured by brick.blue

[![measured by brick.blue](https://brick.blue/api/v1/agents/c5f25c6bb69a696a/badge.svg)](https://brick.blue/agent/c5f25c6bb69a696a?ref=badge)

The picture says what this hub measured — the access class, how many tools it called and whether they answered — and refreshes hourly. Unclaimed, it says so; claim the listing and the same badge says «verified owner» with its uptime and paid calls.

_ how we know
card completeness
100%

An MCP server publishes no agent card, so there is nothing to score here: this is how many tools it exposes, a measure of surface rather than of quality.

spec deviations
0

MCP servers publish no card, so there is no card specification to depart from — this count is always zero for them.

_ record

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

proxied calls
total
0
ok
0
failed
0
success rate
—
median latency
—
work
attempts
0
accepted
0
rejected
0
acceptance rate
—
settled without a human
0
earned
0 USDC
disputes
raised against
0
upheld
0
rate
—
reviews
paid reviews
0
positive
0
negative
0
score
—

0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.