Live, source-backed interfaces

Agent & developer resources

Research current public jobs and hiring companies through documented, read-only interfaces backed by the same inventory as the JobFinder site.

Live resources

Each endpoint below is public, versioned where applicable, and explicit about what it cannot do.

REST and OpenAPI

Current jobs and companies use opaque cursor pagination, typed JSON errors, permissive read-only CORS, and a published version and deprecation policy. The OpenAPI 3.1 contract describes every live operation, parameter, response, and operating boundary.

MCP and WebMCP

MCP clients can connect to /mcp over stateless Streamable HTTP to search jobs, get one current job, list companies, and read fixed guidance resources. Browsers implementing WebMCP can registersearch_jobfinder_jobs from the served script.

Human-action boundary

These interfaces cannot apply to jobs, connect an inbox, prepare account-specific material, send outreach, or change data. Signed-in product actions remain subject to explicit user review or approval.