Tools for inferring some missing metadata about an entity from other present metadata fields

Currently MCP-oriented.

Looking into the limits of

• giving succinct instructions for multi-step processes
• operating over large input sets

inspired by

• https://github.com/berkeleybop/contextualizer/
• https://github.com/monarch-initiative/aurelian
• https://github.com/monarch-initiative/cookiecutter-mcp
• https://github.com/monarch-initiative/oak-mcp
• https://github.com/ber-data/bertron-mcp

see also: https://github.com/microbiomedata/nmdc-mcp

For evaluating the performance of these and similar MCP servers, try https://github.com/ai4curation/metacoder