com.open-factory/open-factory

Open Factory

Lead times, prices, tariffs and grid interconnection terms for factory and datacenter equipment.

Endpointhttps://open-factory.com/mcp (streamable-http)
Registry version1.0.0
Now12 tools · grade A (97) · pin ts_5386ce70e896e1924d6f0df43a4d5c57 · protocol 2025-06-18
First / last listed2026-10-28 07:45 UTC / 2026-10-28 07:45 UTC
Grade over time2026-10-28: A (97), 12 tools

Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.

Timeline

First listing · 2026-10-28 07:45 UTC
12 tools, grade A (97)

Tools: search_articles get_article get_index_readings get_lead_times get_price_bands get_tariff_rates get_large_load_terms get_book_to_bill get_disclosure_scorecard get_record list_datasets get_tool_data

Current tools (12)

search_articlesSearch Open Factory articles by topic, equipment class, company, tag or series ID. Returns the best matches with slug, URL, date, pillar, summary and the CSV files behind their charts; the slug identifies an article for a full-text read.
params: query*, pillar, limit
get_articleFull metadata and the free text (markdown) of one Open Factory article by slug, with its cited sources and CSV files. Articles with a paywall return the text up to the paywall and say so.
params: slug*
get_index_readingsThe current public headline number of every Open Factory model (lead time, build cost per MW, book-to-bill, OEM disclosure, energization year), each with its source document and date.
params: none
get_lead_timesCurrent published lead time, in weeks, for factory and datacenter electrical equipment classes (transformers, switchgear, switchboards, MCC, busway, gensets, ATS, drives), each with the OEM or publisher and its date. Optional text filter on the class name. Edition history and per-product OEM rows are paid.
params: query
get_price_bandsTransaction price bands from public procurement awards: pad-mount and power transformers ($/kVA), MV switchgear, gensets ($/kW) and chillers ($/ton), with p25, median, p75, n, buyers and award-date range. Filter by class and window (recent = awards since 2024-01-01). Award rows with document URLs are paid.
params: class, window
get_tariff_ratesUS import tariff for factory and datacenter equipment: 22 HTS lines (transformers, switchgear, gensets, chillers, machine tools, robots and parts) by origin country, with MFN, Section 232, Section 301 and total ad valorem rates and the instrument behind each. Filter by HTS prefix, origin or a word in the description.
params: hts, origin, query
get_large_load_termsWhat a 50 MW or larger load pays to connect in fifteen US utilities and markets: study fee, security or collateral per MW, minimum bill, contract term, ramp, exit fee and realistic energization year, each cell linked to the tariff or docket. Optional filter by market, utility or state.
params: market
get_book_to_billLatest quarter orders, revenue, backlog, book-to-bill and backlog growth for the electrical, power and cooling OEMs (Eaton, GE Vernova, Siemens Energy, ABB, Schneider, Vertiv, Powell, Caterpillar, Cummins, Trane and others), from filings and releases. Quarterly history is paid.
params: oem
get_disclosure_scorecardWhether each equipment OEM publishes a dated lead-time schedule, list prices, backlog in dollars, capacity in units and delivery performance, scored yes, partial or no with the document behind every cell. Optional filter by OEM; set cells=true for the evidence rows.
params: oem, cells
get_recordEvery dated, checkable forecast Open Factory has made (lead times, prices, tariffs, power), the public series it is scored against, the date it resolves, and the result once scored. Filter by status.
params: status
list_datasetsThe CSV files behind every chart Open Factory publishes, grouped by article, with direct download URLs. Each file keeps a source column naming the filing, tariff, docket, award or series the row came from. Optional filter by article slug or topic word.
params: query
get_tool_dataThe source table one Open Factory calculator runs on, with every input's provenance: copper-wire-price-sheet, genset-tco, interconnection-cost, lead-time-schedule, pjm-capacity-bill, quote-check, tariff-exposure-calculator, transformer-sizing-cost. The calculation itself runs in the browser at the tool URL in this version.
params: tool*

Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.