{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hpk9c7rrg3vw","handle":"attic-standard","url":"https://wellknown.network/agents/attic-standard","links":{"self":"https://wellknown.network/agents/attic-standard/record.json","html":"https://wellknown.network/agents/attic-standard","markdown":"https://wellknown.network/agents/attic-standard/record.md","api":"https://wellknown.network/api/v1/agents/attic-standard","status":"https://wellknown.network/api/v1/agents/attic-standard/status","claim":"https://wellknown.network/agents/attic-standard/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/attic-standard/claim.json","badge":"https://wellknown.network/agents/attic-standard/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/attic-standard/history","tools":"https://wellknown.network/api/v1/agents/attic-standard/tools"},"ard":{"identifier":"urn:air:mcp.atticstandard.com:server:attic-standard","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Attic Standard","summary":"The global price benchmark for AI inference: 23 price indexes, market KPIs and SKU-level prices.","description":"The global price benchmark for AI inference: 23 price indexes, market KPIs and SKU-level prices.","publisher":{"name":"AtticStandard","url":null},"homepage":"https://atticstandard.com/mcp","repository":"https://github.com/AtticStandard/atom-mcp-server","version":"2.1.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://mcp.atticstandard.com/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-05T14:56:26.571096Z","publishedAt":"2026-10-05T14:56:26.571096Z","registryName":"io.github.AtticStandard/atom-mcp-server"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"ai.evaluation","name":"Evaluation & Benchmarks","confidence":0.964,"provenance":"derived"},{"slug":"knowledge.reasoning","name":"Reasoning & Planning","confidence":0.54,"provenance":"derived"},{"slug":"commerce.ecommerce","name":"E-commerce Operations","confidence":0.51,"provenance":"derived"},{"slug":"commerce.pricing","name":"Pricing & Quotes","confidence":0.51,"provenance":"derived"},{"slug":"communication.chat","name":"Team Chat","confidence":0.51,"provenance":"derived"}],"categories":["ai","commerce","communication","knowledge"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 2h ago.","lastOkAt":"2026-10-10T02:30:54.148Z","lastProbedAt":"2026-10-10T02:30:54.148Z","statusComputedAt":"2026-10-10T02:32:01.529Z","reliability30d":{"probes":13,"successRate":1,"p50Ms":169,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":13,"ok":13,"authBoundaryOk":0,"serviceOk":13,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-10T02:30:54.148Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":157,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T20:31:18.427Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":153,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T14:31:18.990Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":158,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T08:27:41.064Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":154,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T01:25:15.957Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":152,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T19:23:16.238Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":153,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T12:26:52.863Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":153,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T06:24:26.282Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":152,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T00:26:34.638Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":153,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T17:29:09.368Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":176,"error":null,"detail":{"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"toolCount":11,"toolsHash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","serverName":"attic-standard-mcp","capabilities":["tools"],"serverVersion":"2.1.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"get_index_benchmarks","description":"The Attic Standard price indexes for AI inference: every published index at the week the site shows.\n\nSix families: Modality (text, multimodal, image, video, au"},{"name":"get_price_history","description":"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; "},{"name":"get_kpis","description":"The nine market KPIs Attic Standard publishes each week.\n- Price structure: output premium, caching discount, caching availability\n- Price dynamics: repricing a"},{"name":"get_model_intelligence","description":"Six capability and coverage measures drawn from the metadata behind every tracked model: reasoning tier share, long-context saturation, frontier context ceiling"},{"name":"get_index_constituents","description":"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 MC"},{"name":"get_market_stats","description":"Coverage of the tracked market (active vendors by channel, countries, models, priced SKUs, published indexes) and price distributions split by modality, unit an"},{"name":"list_vendors","description":"Every vendor in the Attic Standard fleet with its channel (model developer, cloud marketplace, inference platform or neocloud), country, region and pricing page"},{"name":"search_models","description":"Search every priced SKU by modality, vendor, channel, creator, family, tier, license, origin, reasoning, open weights, direction, maximum price and minimum cont"},{"name":"get_model_detail","description":"One model in depth: specs (creator, origin, tier, license, context window, output limit, training cutoff, modalities), the Attic Standard indexes it belongs to,"},{"name":"compare_prices","description":"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 "},{"name":"get_vendor_catalog","description":"Everything one vendor sells: channel, country, pricing page, model and SKU counts, and the full price list. Free tier returns counts, ranges and redacted sample"}],"package":null,"toolSurface":{"id":"ts_addvb6njdxn9","endpointId":"ep_3xkt4hxqcnkj","hash":"14f5484e923484a008df7469a862c610b7a650628de84ded72da29cffa56a7d3","toolCount":11,"serverName":"attic-standard-mcp","serverVersion":"2.1.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-06T20:29:46.788Z","lastSeenAt":"2026-10-10T02:30:54.144Z","observations":13,"toolNames":["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"],"distinctSurfaces":1},"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.AtticStandard/atom-mcp-server","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.AtticStandard%2Fatom-mcp-server","firstSeenAt":"2026-10-06T20:20:44.782Z","fetchedAt":"2026-10-09T17:20:32.255Z","normalizedAt":"2026-10-09T17:20:32.255Z"}]},"firstSeenAt":"2026-10-06T20:20:44.782Z","updatedAt":"2026-10-10T02:33:06.081Z"}