# Manufacturing Cloud

## One suite. Every major MCP client.

Define test scenarios once, run them against ChatGPT, Claude, Cursor, and more in parallel. Ship with confidence that your server behaves the same everywhere.

[Run your first suite](/content/signup/index.html) [Book a demo](/content/book-call/index.html)

## Overview

### Client matrices without the chaos

MCP clients behave differently. Tool parsing, auth flows, and capability negotiation all vary. Eval suites let you pin expected behavior and catch regressions before your users do.

### Examples of Client Interaction
**ChatGPT**  
**@mcp-app** what's the weather in SF?

**Mmcp-app**  
San Francisco  
72°Cloud

**Claude**  
Compare today's SF weather with last week.

**C**  
Pulled today's reading and last week's averages from **weather-mcp**:

SF · TODAY 72°F · Cloud  
SF · 7-DAY AVG 68°F · Mostly clear  
↑4° warmer than the week prior.

### Live Inspector
**MCP Use Inspector**  
**weather-mcp** show me a tool call trace

**Inspector**  
tools/call · weather.get200  
↳ args: { city: "SF" }
↳ result: 72°F · Cloud · 41% rh
↳ took: 184ms · trace #b7a2

### Fix once, test everywhere
Failed runs link to the exact request payload and client log. Fix and re-run. Gate merges on green.

### Reproducible runs
Versioned test packs and shared fixtures so your team agrees on what passing looks like.

### Deep inspection
Pair runs with traces and payloads so failures are obvious, not guessed at from log excerpts.

### Pre-release gates
Block merges or publishes when a required client profile regresses.

### 4+ Client profiles
ChatGPT, Claude, Cursor, and more  
### 100% Replay fidelity
exact request/response captured  
### CI/CD Gate support
block merges on regression

## Explore the rest of the platform

MCP Hosting  
Deploy MCP apps and servers to production.

Publishing checks  
Audit your MCP app against ChatGPT Apps Store and Cloud Connectors requirements.

Submission Pack  
Generate the assets you need for marketplace submission.

Cloud Inspector  
Trace, replay, and debug MCP traffic in production.

Public chat  
Embeddable chat surfaces for your product.

Analytics  
Usage, latency, and reliability in one place.

[Documentation](https://docs.manufact.com/ "Guides, API references, and deployment how-tos.")  
Guides, API references, and deployment how-tos.