# Vibe Manufacturing (vibe-manufacturing.com)

Packages a part file or description into a manufacturing request, sends it to matching factories and relays their quotes.

- Atlas card: https://inite.ai/en/atlas/vibe-manufacturing.com
- Site: https://vibe-manufacturing.com
- For: designers and makers who need a custom part quoted and made by factories
- Use 0/100 · alive 100/100

## Used for

- upload a STEP or STL file for factory quotes
- compare manufacturer quotes for a custom part
- have an AI assistant prepare a manufacturing request

## Price

- no price printed, no free plan (read 2026-10-25 on https://vibe-manufacturing.com/playbook/do-the-math)

## For developers

- OpenAPI: https://vibe-manufacturing.com/openapi.json (16 paths)
- MCP server: com.vibe-manufacturing/manufacturer-finder (namespace; open on 2026-10-25, 24 tools)
- Read 2026-10-25

## MCP server, measured daily

Server: https://vibe-manufacturing.com/api/mcp, checked every day since 2026-10-25 (11 checks).

- Answered: 100% of daily checks
- Median first answer: 506 ms
- Sign-in: none
- Context its tool definitions take: about 5169 tokens (27 tools)
- Tool definitions: B, 88/100
- Failing "params_described": 20 of 27 tools
- Warning "open_writes": create_project, create_rfq, upload_rfq_file, send_rfq_message, send_message
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-25

---

Source: INITE Atlas, https://inite.ai/en/atlas/vibe-manufacturing.com. JSON: https://inite.ai/api/atlas/vibe-manufacturing.com. MCP: https://inite.ai/api/mcp (atlas_lookup).