MCP-сервер Vibe Manufacturing

• Имя в реестреcom.vibe-manufacturing/manufacturer-finderподтверждён в реестре MCP

Имя в реестре лежит в пространстве vibe-manufacturing.com. Реестр пускает в такое пространство только того, кто доказал владение доменом через DNS или HTTP.

• Состояниеотвечаетпроверено 2026-10-25
• Инструменты24
• Сервер называет себяvibe-manufacturing
• Версия сервера1.0.1
• Версия протокола2025-06-18

2026-10-25 сервер ответил на initialize и tools/list без входа. Первый ответ за 156 мс.

• Инструменты делают все проверенные сценарии: upload a STEP or STL file for factory quotes; compare manufacturer quotes for a custom part; have an AI assistant prepare a manufacturing request.

Вывод сделан правилами по замерам выше. Вероятный первый вызов выбрала модель по списку инструментов: прочитайте описание, прежде чем на него полагаться.

• Оценка INITE MCP77 из 100отвечает 100 · делает работу 100 · описания 88 · контекст 85 · подключение 100 · снижена из-за предупреждений ниже
• Что агент может с ним сделать3 из 3 сценариев
• Отвечал100% днейответов на ежедневные проверки: 11 из 11
• Медиана первого ответа506 мс
• Место в контексте агента≈ 5 169 токеновописания всех инструментов (27), они занимают контекст агента на каждом ходу
• Описания инструментовB · 88 из 100
• Типизированные ответы0 из 27 инструментовобъявлен outputSchema: ответ приходит с типами и читается сразу

• Параметры без описания: в 20 из 27

Программа проверяет сервер раз в день: initialize и tools/list, без модели. Токены - это длина описаний из расчёта примерно четыре символа на токен. Оценка - среднее шести проверок имени, описания, схемы и аннотаций каждого инструмента. Она говорит, насколько понятно описаны инструменты, а не о том, работают ли они. Оценка складывается только из замеренного: отвечает ли сервер (25%), делает ли работу продукта (25%), описания (20%), контекст (10%), использование (10%) и насколько просто подключиться (10%). Незамеренная часть не учитывается, а скрытая инструкция ограничивает оценку 40 баллами. Состояние MCP-серверов вендоров: методика и цифры →

• search

  Search the Vibe Manufacturing playbook, guides, tool reviews and the manufacturer directory. Mention a process (for example CNC machining) or a country to get matching manufacturers. Returns result ids for fetch.

• fetch

  Fetch the full text of a document or manufacturer profile by the id returned from search.

• search_site

  Search the playbook, guides, tool reviews and comparisons on vibe-manufacturing.com.

• get_playbook_step

  Get one of the 13 playbook steps (summary, explanation, checklist, related tools).

• list_manufacturing_tools

  List tools and factories with pros and cons. Optional category: Fabrication, Electronics, Sourcing, Prototyping, Measuring, Design, Review.

• estimate_product_cost

  Estimate landed cost per unit and the price needed for a target margin for a custom product. All money values in USD per unit.

• find_suppliers

  Find contract manufacturers in the directory by country and process. Processes: laser-cutting, cnc-machining, sheet-metal, 3d-printing, injection-molding, pcb-assembly, die-casting, welding, waterjet-cutting, metal-stamping, forging…

• match_manufacturers

  Rank manufacturers for a structured part spec. Returns scored matches with the reasons, so an agent can explain the choice to its user.

• get_design_rules

  Design-for-manufacturing rules for one process (sheet metal, CNC machining, injection molding, 3D printing, casting, welding, PCB assembly and more): typical tolerances, file formats, the rules with their reasons, a pre-RFQ checklist and…

• check_design

  Check a design against typical manufacturing rules before you request quotes. Returns pass, warn or fail per check with the limit and the reason. Supported processes: sheet-metal, laser-cutting, cnc-machining, 3d-printing…

• find_registered_businesses

  Find manufacturing businesses you can contact directly, including official-registry establishments without a website (Mexico: INEGI DENUE). Returns how to reach each one: contact form, phone and email (published only for legal entities)…

• submit_quote_request

  Send a quote request for the human you act for. Only call after the user agreed that the request and email may be shared with suitable manufacturers. A person reviews it and replies by email.

• create_rfq

  Create a structured request for quotation for the human you act for. Call get_rfq_requirements for the process first and upload files with upload_rfq_file; use dry_run to check completeness before sending. The answer contains…

• get_rfq

  Read the matches and the quotes received so far for an RFQ you created. Needs the rfq_id and the token returned by create_rfq.

• get_rfq_requirements

  What a factory needs to quote a given process (required and recommended items with accepted values). Read this before create_rfq so the request is complete.

• upload_rfq_file

  Upload a design file (STEP/STP, IGES/IGS, STL, 3MF, OBJ, DXF, DWG, PDF, ZIP (Gerber files go in a ZIP); up to 6 MB as base64 here, up to 100 MB with POST /api/v1/rfq/files?name=...). Returns a file_id to pass in create_rfq file_ids…

• send_rfq_message

  Write to the matched factories about a request (buyer token) or to the buyer (supplier token): a question, an answer or an update, optionally with file_ids. We relay it by email or API and keep the thread.

• get_rfq_thread

  Read the conversation of a request: messages from factories (answers, quotes, files) and your own. Pass since=<last message_id> to get only new ones.

• submit_quote

  For a manufacturer's agent: answer an RFQ the company was matched to. Needs the supplier token issued when the company registered. Replaces any existing quote from this supplier for this RFQ, adds a thread entry and notifies the buyer by…

• list_my_requests

  For a manufacturer's agent (needs the supplier token): the open quote requests your company was matched to, newest first, with readiness, whether you answered, your quote and unread buyer messages.

• get_request

  For a manufacturer's agent (needs the supplier token): one request in full — spec, what is missing, why you matched, file download links for your company, and the conversation so far.

• send_message

  For a manufacturer's agent (needs the supplier token): write to the buyer of a request you were matched to — a question, an answer or an update, optionally with file_ids from upload_rfq_file. Draft it for the manufacturer and send only…

• get_my_profile

  For a manufacturer's agent (needs the supplier token): what the directory stores about your company, and the allowed values for each field.

• update_my_profile

  For a manufacturer's agent (needs the supplier token): change processes, materials, certs, formats, industries, signals, machines, lead_time_days, min_order_qty, notes or notify_email. Fields you leave out keep their value; a field you…