Connect-MCP

Open Factory

com.open-factory/open-factory · v1.0.0

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

MCPremoteAPI keyDocuments & PDFCRM & salesNews

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 12 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 100/100

What it does: 12 tools · 12 read, 0 write · Documents & PDF, CRM & sales, Files & storage

Test call list_datasets: worked (1,064 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://open-factory.com/mcp

Tools

12 tools listed at last check
  • search_articles Search 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.
  • get_article Full 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.
  • get_index_readings The 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.
  • get_lead_times Current 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 ar
  • get_price_bands Transaction 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 ar
  • get_tariff_rates US 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 i
  • get_large_load_terms What 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.
  • get_book_to_bill Latest 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.
  • get_disclosure_scorecard Whether 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.
  • get_record Every 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.
  • list_datasets The 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.
  • get_tool_data The 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 t

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