"Fiat" matching MCP servers:

Helps PhD applicants find matching professors by research interests, outputting a ranked table with confidence scores and sources.

Enables querying, sampling, and exporting datasets from over twenty keyless free public data sources spanning the EU, Switzerland, Germany, the US, and global providers through one uniform set of tools. A single consistent interface lets users list databases and tables, inspect schemas and query guides, run queries, and export results as CSV or JSON without per-API clients.