Can I screen Greenhouse applicants with MCP in Claude or ChatGPT?
Yes, in two layers. Greenhouse's own MCP server gives an AI assistant governed access to your Greenhouse data. It does not interview anyone. To have applicants interviewed and scored from the same chat, add the RightMatch connector, which syncs candidates, scorecards and hires with Greenhouse.
What Greenhouse MCP does
Greenhouse announced the Greenhouse MCP in May 2026, with rollout starting in June, as permission-aware access for approved AI tools. Its launch examples are reporting and pipeline work: hiring summaries, pipeline bottleneck analysis, candidate status roundups (announcement coverage, checked November 2026). That is useful for asking questions about your pipeline.
What RightMatch adds
RightMatch is the screening step. From Claude or ChatGPT you can:
- Rank a job's applicants the way RightMatch ranks them, and filter on their ATS pre-screening answers.
- Draft a standard Mira AI video interview from the job and preview it before sending.
- Send interviews to up to 50 candidates at once, by email plus a text when you include a phone number, with a 1 to 7 day window.
- Read AI summaries, per-skill assessments and integrity flags, and search inside answers.
- Move candidates to the next stage or reject them after you confirm. Stage moves and rejections reach Greenhouse too.
Mira, the RightMatch AI interviewer, conducts 5 to 15 minute AI video interviews on day one, scores every answer against your rubric, and returns a ranked shortlist. Built-in fraud detection flags AI-assisted cheating with cited evidence on every flag and a published false positive rate under 0.4%.
Set it up
- Connect Greenhouse to RightMatch: https://rightmatch.app/integrations/greenhouse
- Add https://api.rightmatch.app/mcp as a connector in Claude or ChatGPT and sign in: https://rightmatch.app/claude
- Ask: "Screen my Greenhouse applicants for [job title] and show me the top 10."
You can run Greenhouse's MCP and RightMatch's side by side in the same assistant.
The connector is included on every plan, including free Starter. A standard AI video interview uses 10 credits when completed. Credits come from your plan, the same as in the app.
Quick answers
Can I screen Greenhouse applicants with MCP?
Yes. Greenhouse's own MCP server gives your assistant access to Greenhouse data. To interview and score applicants from the chat, add the RightMatch connector, which syncs candidates, scorecards and hires with Greenhouse.
Does Greenhouse MCP run interviews?
Greenhouse's MCP is access to your Greenhouse data for approved AI tools. It does not conduct interviews. RightMatch's Mira runs 5 to 15 minute AI video interviews and scores them against your rubric.
Do stage changes made in chat reach Greenhouse?
Yes. Stage moves and rejections made through the RightMatch connector reach your ATS too, and a rejection always waits for your confirmation.