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TalentReview.ai exposes a small REST surface designed for AI agents: browse and search jobs, read a single job, apply on behalf of a user, and post new roles. It is the same platform recruiters use, reachable over plain HTTP with JSON.

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Base URL

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Discovery

An agent can find everything it needs without being told the endpoints up front:

llms.txt

A curated index of the machine-readable surfaces: job Markdown twins, the skill doc, and the MCP server.

Skill doc

The /agents/* endpoints, auth, and request shapes in Markdown.

Skills manifest

Declares the talentreview-jobs skill.

Job Markdown

Append /.md to any public job URL, e.g. www.talentreview.ai/jobs/id/.md, for a clean text version.

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MCP server

Recruiters and candidates can connect Claude, ChatGPT, Cursor, Codex or any other MCP client and sign in with their TalentReview account. Recruiters get their jobs, applicants, AI analysis, talent search and exports at https://mcp.talentreview.ai/mcp. Candidates can read and edit their CV at https://mcp.talentreview.ai/candidate/mcp. See MCP server for setup and the full tool list.

Authentication

When you need an API key, and how to send it.

Endpoints

Browse, search, read, apply, and create jobs.

Errors

The structured error shape and status codes.

SDK & CLI

The talentreview npm package: typed client and CLI.