Summary
A half-known contact becomes a full record.
Enrichment and search are the two shapes this work takes: either you have a name and want the rest, or you have criteria and want the people who fit. Bulk enrichment is the third, and it is the one that turns a spreadsheet of leads into something you can act on.
What it is
An MCP wrapper over the People Data Labs API. It enriches a person record from partial details, runs SQL-like searches over the people dataset, and enriches many records in a single request.
What you get
- One person enriched from whatever identifiers you already have
- People searched with SQL-like queries against the dataset
- Many person profiles enriched in a single request
- A minimum likelihood threshold on a match, so weak hits are dropped rather than returned
Requirements
A People Data Labs API key, and Node.js to build and run the server. Configuration scripts are included for Claude Desktop and VS Code, or you can add it to the MCP settings file by hand.
Setup effort
Build from source — clone the repository and build it, then point your client at the binary