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OJCP v0.1 draft specifies open MCP-based protocol for AI agents to discover and apply to jobs

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A coalition released OJCP, a v0.1 draft specification that defines seven schemas and six MCP tools standardizing how AI agents discover, evaluate, and apply to job opportunities across providers.

WHY IT MATTERS

This replaces fragmented ATS integrations with a single protocol any MCP-compatible agent can consume, provided providers adopt it. The consent-first design and resume embeddings that enable fit-scoring without transmitting PII directly address the privacy tension in agent-driven job applications. If it gains traction, agents could search and apply across any compliant job board or employer without bespoke integrations.

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The three things worth knowing

01

OJCP defines seven core schemas and six standard MCP tools, with search_jobs as the only required provider implementation.

02

Discovery uses /.well-known/ojcp.json manifests, extending schema.org/JobPosting with agent-specific fields like fit_score, apply_paths, and urgency.

03

Governance gives employers, ATS vendors, job boards, staffing agencies, and agent platforms one seat each with no veto power.

THE CLUSTER

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ojcp.dev via Hacker News Show HN: OJCP – an open protocol for agent-consumable job data Open ↗