Entitlement scoping
Agents discover only the feature sets and geographies assigned to their key.
Model Context Protocol
Give your agents a governed view of work.
The GWIX MCP server publishes each entitled feature set as a typed tool, with scoped access and provenance built into every response.
gwix.compensation_benchmarkrole · location · level · window
gwix.demand_indexsector · geography · period
gwix.skills_demandskill · sector · geography · window
gwix.taxonomy_searchquery · limit
gwix.employer_hiringemployer_id · window
gwix.askquestion
Agent controls
Access you can explain and revoke.
Per-call audit trail
Record the key, arguments, feature sets, records touched and response hash.
Explicit coverage gaps
Insufficient samples return as gaps instead of silent extrapolation.