Open Factory
mcp remote · streamable-http · v1.0.0 · source: crawl
https://open-factory.com/mcp
Lead times, prices, tariffs and grid interconnection terms for factory and datacenter equipment.
Works
100
Verified Oct 31, 2026 · p50 522 ms · p95 527 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'open-factory' |
| tools_listed | 15 | pass | 12 tools |
| schema_complete | 15 | pass | 12 of 12 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 522 ms |
| latency_p95 | 5 | pass | p95 527 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (12)
| Name | Description | Schema |
|---|---|---|
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 | typed |
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 identi | typed |
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. | typed |
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. | typed |
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 publish | typed |
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 ra | typed |
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, | typed |
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, Cum | typed |
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 c | typed |
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. | typed |
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 | typed |
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, tari | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-open-factory-open-factory)
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