"Rockwell Automation" matching MCP servers:

Provides a context layer for roles, tasks, and automation, enabling agents to retrieve German job postings, occupations, skills, salaries, crosswalks, and automation signals while remembering and versioning fetched data locally and exporting a job graph.

Enables AI agents to research U.S. companies and associated people using official state registries and free regulatory datasets, with normalized evidence and optional browser automation.

Enables AI agents to interact with Windows operating systems through native UI automation, file navigation, application control, and system commands. Provides seamless integration between LLMs and Windows environments for tasks like clicking, typing, launching apps, and capturing desktop state.

Free remote MCP server for GIS/ArcGIS Online automation — coordinate/EPSG conversion, GeoJSON validation and geometry operations, ArcGIS FeatureServer inspection (feature count/query, schema, health check), and Shapefile/KML/GPX/WKT format conversion. Works with public ArcGIS layers without a token;

Enables AI assistants and researchers to verify bibliographic records against multiple metadata sources and check metadata consistency using identifier-first and explainable multi-signal matching. It supports non-destructive updates, structured provider outcomes, and JSON output for automation.

Enables AI assistants and automation to verify bibliographic records and metadata consistency across multiple sources with identifier-first lookup, explainable matching, and structured results.