Korture Hiring

What is Korture Hiring?

Korture Hiring is a remote MCP server that turns a job description into a behavioural measurement brief. It outputs five behaviours that matter for the role, the evidence each was chosen from, demand levels from 1 to 5, and interview questions tied to every behaviour. It also runs a population reality check against a 145k-person external pool to indicate how rare the hire is. The server is built on Korture Science and is free to use with a Korture account.

How to use Korture Hiring?

Connect any MCP-compatible client (Claude Desktop, Cursor, ChatGPT) to the endpoint https://mcp.korture.com/api/mcp. Authenticate via email OTP through your Korture account (sign up at korture.com). Once connected, seven tools become available: validate_jd, create_brief, enrich_brief, get_brief, get_dimensions, get_external_population_check, and get_stats. Always call validate_jd before create_brief to confirm the JD has enough signal.

Key features of Korture Hiring

• Converts a job description into a behavioural measurement brief
• Evidence-tied behaviours with demand levels (1–5) and interview questions
• Population reality check against a 145k-person external pool
• Seven MCP tools for validation, creation, enrichment, and retrieval
• Anti-horoscope – every number is traceable to evidence
• OAuth 2.1 with PKCE authentication via email OTP

Use cases of Korture Hiring

• Transforming a job description into a measurable behavioural brief for interviewing
• Validating a JD has enough signal before proceeding to analysis
• Determining how rare a candidate profile is in the labour market
• Generating structured interview questions tied to specific behaviours

FAQ from Korture Hiring

How is Korture Hiring different from other AI hiring tools?

Most AI hiring tools rewrite your JD or guess at "culture fit." Korture Hiring does not – it is built on Korture Science, evidence-tied, and every number is traceable. It also provides a population reality check to tell you how rare the hire actually is.

How do I authenticate with the server?

The server participates in OAuth 2.1 with PKCE. When connecting from Claude Desktop or Cursor, you will be sent to hire.korture.com to authenticate via email OTP; no password required. Authentication takes about 20 seconds. Your account is remembered until you revoke it.

What are the rate limits?

Rate limits are tier-based. The free tier allows 10 briefs per day. Internal and admin tiers are unlimited. The MCP server does not accept unauthenticated calls.

Where does my data live?

The brief lives at https://hire.korture.com/brief/{brief_id}. The send-to-candidates and review-results steps also live on korture.com. The MCP tools cover the brief side; the rest of the workflow happens on the Korture website.

Is the code open source?

Yes. The MCP server code is in a public repository under the Apache-2.0 license. It contains no scoring logic, prompts, or dimension definitions – all behavioural analysis happens in the upstream Korture core system, so the repo is safe to fork or audit.