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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

Vibe Manufacturing

Describe a hardware product, get a sourcing plan per part, matched manufacturers and quote requests.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
125 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
27

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 125 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name vibe-manufacturing.

  • Pass
    Lists tools

    tools/list returned 27 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 125 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 125 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    52 of 123 parameters have a description (42%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-11T06:35:51.082042Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Vibe Manufacturing

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http vibe-manufacturing https://vibe-manufacturing.com/api/mcp

Capabilities

Tools 27

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, injection-molding, die-casting, casting, metal-stamping, pcb-assembly. Parameters are in millimetres/degrees, for example thickness_mm, bend_radius_mm, flange_length_mm, hole_diameter_mm, hole_to_edge_mm, hole_to_bend_mm, wall_thickness_mm, pocket_depth_mm, inside_corner_radius_mm, draft_deg, material.

Discovered
create_project

Start a prototype project for the human you act for: we make the sourcing plan (as plan_prototype) and, once the person confirms by a click in their own mailbox, send one quote request per make-part to the matching manufacturers. Needs the requester e-mail and user_consent; nothing is sent before the confirmation click. Returns the project id, a token to read it and the plan.

Discovered
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 quote_readiness, missing and recommended items. We match manufacturers, email the ones that opted in, and return direct contact, quote-form and agent links for all matches plus an RFQ id and a token to read quotes later. Only call after the user agreed that the request is shared with matched manufacturers.

Discovered
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.

Discovered
fetch

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

Discovered
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), website. Filter by ISO country code (MX, US, ...), process and city. Use next_after to page.

Discovered
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, heat-treatment, grinding-polishing, casting, wire-forming, steel-construction, surface-finishing. Country as ISO code (DE) or slug (germany).

Discovered
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 common mistakes. Typical rules of thumb; the manufacturer's own guidelines override them. Omit process to list all.

Discovered
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.

Discovered
get_playbook_step

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

Discovered
get_project

Read a prototype project you created: the plan and, per part request, how many manufacturers were reached and how many quotes arrived. Needs the project_id and the token from create_project.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
list_manufacturing_tools

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

Discovered
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.

Discovered
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.

Discovered
plan_prototype

Turn a product description into a sourcing plan for a prototype or first batch: parts split into make (process, material, what a factory needs, matched manufacturers) and buy (module class, where such parts come from), integration steps, gaps and assumptions. Read-only, needs no e-mail; use it before create_rfq when the user has a product rather than a single part. States no prices or lead times.

Discovered
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.

Discovered
search_site

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

Discovered
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 after they confirm.

Discovered
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.

Discovered
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 email and an optional callback; repeating the call sends notifications again. Only call with the supplier's authorization.

Discovered
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.

Discovered
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 send replaces it whole (a processes list replaces the stored list, so send the complete list, not only additions). Name, domain, country and address cannot be changed here. Set authorised: true only after the manufacturer confirmed the change.

Discovered
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. Unused files expire after 24 hours. Only upload files the user agreed to share with manufacturers.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected125 ms27