AppMatic Tech engineers MCP servers that expose manufacturing production, OEE, and quality data to language models through scoped tools, built with Node.js, TypeScript, and PostgreSQL. A plant assistant answers output, downtime, and quality questions across MES and sensor systems. 330+ products shipped since 2017.
Manufacturing data sits in MES, sensors, and quality systems that do not answer plain questions. AppMatic Tech builds an MCP server so a plant assistant queries production, OEE, and quality through one governed surface.
MCP Server Development Stack for Manufacturing
| Layer | What AppMatic Tech uses |
|---|---|
| MCP transport | Model Context Protocol over streamable HTTP |
| Server runtime | Node.js + TypeScript |
| Manufacturing sources | MES, sensor time-series, quality systems |
| Data + audit | PostgreSQL, per-call audit log |
| Access control | Scoped tokens per plant / role |
How AppMatic Tech Delivers This
- Map MES, sensor, and quality data to expose.
- Define MCP tools with typed inputs scoped per plant.
- Normalise systems into one query surface.
- Validate against real production questions.
- Deliver with documentation and support SLA.
Frequently Asked Questions
- What manufacturing data can an MCP server expose?
- AppMatic Tech builds MCP servers that expose production, OEE, downtime, and quality data as queryable tools, so a plant assistant answers output and quality questions across MES and sensor systems.
- Does it integrate with an existing MES?
- Yes. AppMatic Tech integrates the MCP server with the existing MES and sensor systems, normalising them rather than requiring a migration.
- Is access controlled?
- AppMatic Tech scopes tokens per plant and role and logs every access, so tool calls only return permitted data.
Further reading: What Is an MCP Server and When Does a Business Need One?