Findings on what compounds and supplements do in the body, with evidence strength, quote and paper.
- Passed: Handshake
- Passed: Tools listed
- Passed: Updated recently
Median latency 699 ms · Last checked
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Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · Other
Describe a hardware product, get a sourcing plan per part, matched manufacturers and quote requests.
2 failed · 8 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
Tool definitions returned by this server
Independent monitoring
Outdated check
Last connection measurement is over 24 hours old. Current availability is unknown.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 5 | 0 | 0 |
Reliability & speedDoes it respond consistently and quickly? | 0 | 0 | 4 |
Access & authenticationWhat is required to use this server? | 1 | 0 | 2 |
Tool qualityAre the tool definitions usable by an agent? | 3 | 1 | 0 |
Publisher identityCan the publisher be traced to its source? | 3 | 1 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using Vibe Manufacturing
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/mcpCapabilities
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.
DiscoveredStart 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.
DiscoveredCreate 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.
DiscoveredEstimate landed cost per unit and the price needed for a target margin for a custom product. All money values in USD per unit.
DiscoveredFetch the full text of a document or manufacturer profile by the id returned from search.
DiscoveredFind 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.
DiscoveredFind 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).
DiscoveredDesign-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.
DiscoveredFor a manufacturer's agent (needs the supplier token): what the directory stores about your company, and the allowed values for each field.
DiscoveredGet one of the 13 playbook steps (summary, explanation, checklist, related tools).
DiscoveredRead 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.
DiscoveredFor 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.
DiscoveredRead the matches and the quotes received so far for an RFQ you created. Needs the rfq_id and the token returned by create_rfq.
DiscoveredWhat 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.
DiscoveredRead the conversation of a request: messages from factories (answers, quotes, files) and your own. Pass since=<last message_id> to get only new ones.
DiscoveredList tools and factories with pros and cons. Optional category: Fabrication, Electronics, Sourcing, Prototyping, Measuring, Design, Review.
DiscoveredFor 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.
DiscoveredRank manufacturers for a structured part spec. Returns scored matches with the reasons, so an agent can explain the choice to its user.
DiscoveredTurn 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.
DiscoveredSearch 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.
DiscoveredSearch the playbook, guides, tool reviews and comparisons on vibe-manufacturing.com.
DiscoveredFor 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.
DiscoveredWrite 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.
DiscoveredFor 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.
DiscoveredSend 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.
DiscoveredFor 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.
DiscoveredUpload 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.
DiscoveredRecent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| Connected | 125 ms | 27 |