MES AI

7.3easy start · #1 of 31
in Manufacturing Execution Systems

Free to practise onyes
Free trialnot on record
Well documentedyes
Runs where you workyes

Runs on api, Linux, Mac, self-hosted, Web, Windows.

MES AI is ranked #1 of 31 in manufacturing execution systems on The Geeks Club. It runs on API, Linux, macOS, Self-hosted, Web, Windows. There is a free plan.

MES AI plans and pricing

All plans

MES AI Free Free and open-source MES framework github.com · 5 Oct 2026

Compared on manufacturing execution systems

Free plan: Yes
Work order management: Yes
Quality management: Yes
Lot and serial traceability: Yes
Shop-floor data capture: Yes
Real-time dashboards: Yes
Deployment: on-premise
ERP integration: Yes

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The record

Product: MES AI is an open-source Manufacturing Execution System framework for tailoring manufacturing workflows, integrations, and user experiences.
Applications: It includes design-time, runtime, ERP simulator, equipment simulator, and WIP client browser applications.
Capabilities: The runtime supports WIP processing, dispatching, inventory activity, shop-floor execution, and hold or disposition handling.
Customization: Built-in and user-defined plugins can add REST endpoints, event handlers, equipment behavior, dispatch strategies, and integration logic.
API and events: The server exposes a versioned REST API and WebSocket event stream for near-real-time updates.
Integrations: Optional integration dependencies include OPC UA, MQTT, SAP, SQL Server, Oracle, Modbus, Redis, STOMP, and AVEVA historian integration work.
Databases: PostgreSQL is the default database, and SQL Server and Oracle are also supported.
Security: The server enforces authentication and role-based access control across API and UI-backed workflows.
Testing: The project describes server-side unit tests and end-to-end SQA coverage for key design-time and runtime workflows.
Tryout: The repository links to test drives of its MES applications that require no authentication.
Support: The project asks users to email comments or issues to [email protected].
Intended users: The framework is intended for teams that want to adapt MES workflows and integrations to their own manufacturing operations.
Purpose: MES AI is an open-source Manufacturing Execution System framework for teams tailoring MES workflows, integrations, and user experiences to their operations.
Core workflows: Its design-time client configures products, routes, dispositions, equipment, plugins, and master data, while the runtime client processes WIP and shop-floor execution.
Price from: Free

Where it ranks on The Geeks Club

Best Manufacturing Execution Systems in 2026#1 of 31

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Sources

github.com/point85/mes-ai· checked 5 Oct 2026