A marketplace of AI skills that actually run: 593 skills ship inside the Nexus Runner desktop app, reading your files, processing them, and producing charts and conclusions on your own machine. It executes, it doesn't just chat.

How is this different from Zapier or just asking a large model?

Zapier connects cloud apps through APIs; we work on the files on your machine. A model hands you prose; we hand you a table, a chart and a conclusion you can check. A skill is a program with an input contract, not a prompt.

No. Skills execute on your computer, source files never leave it, and output is written straight to your folder. Content is sent to the built-in model only when you use AI chat or a skill that needs a model.

What do I need to install?

Just Nexus Runner — the runtime ships with the app. No Python setup, no code.

How much is the free tier?

200 Nex per month on signup, reset at the start of each month, with every skill available and no tier gates. The four Runner tutorial skills are not billed.

How many runs does Pro at CNY 49 cover?

3,000 Nex per month. Skills bill per run and most cost 3-10 Nex, which works out to several hundred runs. Each skill's exact price is on its detail page.

Which Windows versions are supported?

64-bit Windows 10 and Windows 11. Windows is the only desktop client we ship.

How do I connect it to Claude Desktop or Cursor?

Nexus Runner speaks MCP: register it as an MCP server in your client and the skills show up as tools. The docs page walks through the setup step by step.

Where do skills come from? Can I build my own?

Skills are maintained by the platform and its creators, each with an input contract and sample data. You can also build your own in the Runner workbench — those stay yours, never published or encrypted.

Do you offer refunds?

Subscriptions can be refunded under our refund policy; the conditions and process are on the refund policy page. Nex already consumed is not refundable.

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Quality Inspection

Manufacturing QA loop: sensor clean to quality report to compliance audit to inspection report.

Start free Browse skills

Start free — 200 Nex/month

Skills in this bundle

1/4

Sensor Refinery

Clean and preprocess manufacturing sensor time-series data. Handles missing values, outlier detection, and time resampling for production quality analysis.

Skill10 Nex

2/4

Production QC Report

Generate comprehensive quality analysis reports from inspection data. Identifies defect patterns, calculates FPY/FPY trends, and provides actionable insights for manufacturing quality improvement.

Skill5 Nex

3/4

Quality Sentinel

Automated ISO 9001 and manufacturing quality standard compliance checker. Analyzes quality manuals, inspection records, and audit documents to identify non-conformities and generate prioritized remediation plans.

Skill8 Nex

4/4

QC Scribe

Generate standardized quality inspection reports from raw inspection data. Supports incoming, in-process, and final inspection documentation with customizable templates and export formats.

Skill10 Nex

See it in action

Download demo video (MP4)

Quick answer

Manufacturing QA loop: sensor clean to quality report to compliance audit to inspection report. MCP Nexus orchestrates 4 skills (Sensor Refinery, Production QC Report, Quality Sentinel, QC Scribe) into one reproducible workflow that runs on your machine, keeps data in your network, and delivers results in minutes.

Sensor Refinery: Clean and preprocess manufacturing sensor time-series data.…
Production QC Report: Generate comprehensive quality analysis reports from inspec…
Quality Sentinel: Automated ISO 9001 and manufacturing quality standard compl…
QC Scribe: Generate standardized quality inspection reports from raw i…

What is Quality Inspection with MCP Nexus

Quality Inspection chains 4 skills (Sensor Refinery, Production QC Report, Quality Sentinel, QC Scribe) into one reproducible workflow covering the key steps from input to result, running fully on-premises with data staying in your network, for teams that need Manufacturing QA loop: sensor clean to quality re… on demand.

How it works

1Step 1

Sensor Refinery

Clean and preprocess manufacturing sensor time-series data. Handles missing values, outlier detecti…

2Step 2

Production QC Report

Generate comprehensive quality analysis reports from inspection data. Identifies defect patterns, c…

3Step 3

Quality Sentinel

Automated ISO 9001 and manufacturing quality standard compliance checker. Analyzes quality manuals,…

4Step 4

QC Scribe

Generate standardized quality inspection reports from raw inspection data. Supports incoming, in-pr…

MCP Nexus vs alternatives

	MCP Nexus	Manual / Excel	Generic AI / Cloud tools
Pricing	Free tier, metered by calls	Many manual hours	Per-seat plus per-volume fees
Local execution	Yes, data stays on-premises	Manual process	No, data leaves your network
Setup time	Minutes to first run	Days, experience-dependent	~1 week integration and training

Related use cases

◆Quality Data to Inspection Report

▣Internal Control & SOX Testing

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