com.whirrwork/whirrwork

up checked 2026-11-11T08:37:33.062Z

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Publisher-provided title

Whirrwork

Publisher-provided description

Robot jobs, sourced prices with history, providers by country, robot-vs-human costs, and RFQs.

Summary by lookupd

Look up robot job prices, compare robot and provider options, estimate costs, find providers by country, and submit quote requests.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http whirrwork https://whirrwork.com/mcp

Codex, remote (streamable-http)

codex mcp add whirrwork --url https://whirrwork.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "whirrwork": {
      "url": "https://whirrwork.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (24 tools)

Publisher-provided text

• get_buyer_brief START HERE for "who can do <job> in <place>, what does it cost, how do I get quotes?". One call returns: the matched robot job (with alternatives and confirm_wi
• search_use_cases Find the robot job (use case) that matches what the buyer wants, in plain words and in any of 12 languages. Returns matching use cases (id, name, price summary,
• get_use_case Everything about one job: what it is, robot types, ways to buy (service/rental/RaaS/purchase), honest buyer tips (including when a robot is overkill), regulator
• list_categories The 20 job categories with use-case counts, for browsing when the buyer is vague.
• find_providers Shortlist providers for a job and place. Ranked: lists the region > lists the country > lists part of the country > headquartered there (HQ is not a service are
• get_provider Full public profile of one provider: website, HQ, service regions and explicit service areas (with sources), jobs, robot types, engagement models, published pri
• compare_providers Side-by-side comparison of 2-10 providers: coverage for a country, engagement models, published prices (USD-normalized), HQ, contact routes, shared jobs, last c
• get_prices Current sourced prices for a job (benchmarks + provider-published), or for one provider. Every row has source_url and as_of. Set convert (e.g. "USD") to add a c
• get_price_history Every price observation we have recorded (append-only; never overwritten) for a job and/or provider, grouped into series with trend (change_pct between first an
• estimate_cost Arithmetic on published prices: unit price × quantity, using exact unit conversions (acre↔hectare, sq ft↔m², mile↔km), preferring benchmarks whose region matche
• compare_robot_vs_human Cost comparison of human labour (or a human service) against robot options (buy, lease, robots-as-a-service, robot service provider) for one of 22 jobs in one o
• robot_or_ladder Does this job need a robot at all? Rule-based verdict from the Ladder Test (the same rules as whirrwork.com/tools/robot-or-ladder/): answer up to 6 questions ye
• estimate_drone_spraying_cost Cost of drone crop spraying for the buyer's field: every published per-acre, per-hectare, per-mu (China) and per-10-are (Japan) drone spraying rate in the datas
• estimate_drone_show_cost Cost of a drone light show of N drones: every published per-drone price x drones (best match for the country first, peak-date prices only when peak=true), plus
• buy_rent_or_hire Total cost of buying a robot vs renting it (lease / robots-as-a-service) vs hiring a service over a period, with break-even months and the cheapest option ("wit
• find_robots_for_job Which kinds of robot do a job (primary type first, then alternatives), with the commercial models we have catalogued for each type: maker-published key specs, l
• get_robot_model One commercial robot model: every maker-published spec with its source URL and the date we checked it (unknown specs are absent, never guessed), maker claims la
• compare_robot_models Side-by-side specs of 2-4 models of the same robot type: one row per spec with each model's maker-published value and source (null = not published), plus each m
• list_countries For each country: providers that list it as a service area, providers serving parts of it (with sub-regions), and providers headquartered there; plus the number
• get_rfq_template The exact fields to collect from the buyer before submit_rfq: core fields (required flags, formats) plus the job-specific checklist suppliers need to price it (
• submit_rfq Submit a request for quotes for a real buyer who explicitly agreed to be contacted by matched suppliers (consent=true). Stored, auto-matched to providers by job
• get_rfq_status Status of a submitted RFQ (received → matched → sent_to_suppliers → quoted → closed) with its status history. Needs the id and the access key returned by submit
• search_stats Search Whirrwork Research: 100+ citable statistics on robot adoption, industrial and service robots, humanoids, drones, agriculture, cleaning, warehouses, labou
• get_stat One Whirrwork Research statistic by slug: claim, figure, scope, measure type, primary source with archive link, publication/access/last-verified dates, verbatim

Details

• Version: 1.3.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 517 ms
• First indexed: 2026-11-01T09:00:06.649Z
• Last seen in registry: 2026-11-01T09:00:06.649Z
• Website: https://whirrwork.com/agents/

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• 62141 servers
• Last crawl: 2026-11-11T18:17:25.333Z
• API base: https://api.lookupd.com
• MCP URL: https://api.lookupd.com/mcp