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Open Factory

R0· no sign-in

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

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality89new
Trust83of 100
Uptime, 30 days100%
Latency p50259 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "open-factory": {
      "type": "http",
      "url": "https://open-factory.com/mcp",
      "headers": {
        "Authorization": "Bearer ${OPEN_FACTORY_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http open-factory https://open-factory.com/mcp --header "Authorization: Bearer ${OPEN_FACTORY_TOKEN}"
[mcp_servers.open-factory]
url = "https://open-factory.com/mcp"
bearer_token_env_var = "OPEN_FACTORY_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "open-factory": {
      "type": "remote",
      "url": "https://open-factory.com/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:OPEN_FACTORY_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "open-factory": {
      "type": "http",
      "url": "https://open-factory.com/mcp",
      "headers": {
        "Authorization": "Bearer ${OPEN_FACTORY_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=open-factory&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vb3Blbi1mYWN0b3J5LmNvbS9tY3AiLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHtPUEVOX0ZBQ1RPUllfVE9LRU59In19"
}
{
  "servers": {
    "open-factory": {
      "type": "http",
      "url": "https://open-factory.com/mcp",
      "headers": {
        "Authorization": "Bearer ${OPEN_FACTORY_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "open-factory": {
      "httpUrl": "https://open-factory.com/mcp",
      "headers": {
        "Authorization": "Bearer ${OPEN_FACTORY_TOKEN}"
      }
    }
  }
}
extensions:
  "open-factory":
    enabled: true
    name: "open-factory"
    type: streamable_http
    uri: "https://open-factory.com/mcp"
    headers:
      "Authorization": "Bearer ${OPEN_FACTORY_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${OPEN_FACTORY_TOKEN}. The registry never accepts secret values.

Quality 89 / 100new

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations12 of 12 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,938 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 4 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

12 tools, about 1,938 tokens to load them all · tool set bded517c53a4 · tools last changed 2026-10-17 · checked 2026-10-20 20:46 UTC

Tool changes

  • get_tool_datachangedannotations
  • list_datasetschangedannotations
  • get_recordchangedannotations
  • get_disclosure_scorecardchangedannotations
  • get_book_to_billchangedannotations
  • get_large_load_termschangedannotations
  • get_tariff_rateschangedannotations
  • get_price_bandschangedannotations
  • get_lead_timeschangedannotations
  • get_index_readingschangedannotations

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-4d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://open-factory.com/mcp streamable-httpnoneyes100%259 ms2025-06-182026-10-20

Tools (12)

get_articleread-onlyFull 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_book_to_billread-onlyLatest 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_scorecardread-onlyWhether 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_index_readingsread-onlyThe 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_large_load_termsread-onlyWhat 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_lead_timesread-onlyCurrent 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.
get_price_bandsread-onlyTransaction 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.
get_recordread-onlyEvery 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.
get_tariff_ratesread-onlyUS 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.
get_tool_dataread-onlyThe 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.
list_datasetsread-onlyThe 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.
search_articlesread-onlySearch 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.open-factory/open-factory",
  "title": "Open Factory",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://open-factory.com/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Optional. 'Bearer <key>' with a free key from https://open-factory.com/developers/#key. Free tools answer without it; Pro and Institutional data need a key of that tier."
        }
      ]
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://open-factory.com/developers/",
  "description": "Lead times, prices, tariffs and grid interconnection terms for factory and datacenter equipment."
}