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MCP for LLMs · Live now

Hire from Claude and ChatGPT. Built on MCP.

RightMatch ships as a native Model Context Protocol server. Ask Claude or ChatGPT for your top applicants, turn a job description into a Mira interview, preview it, and send it to candidates without leaving the chat.

Native MCP server. No Chrome extension, no screen-scrape, no API keys to copy.
30 tools: rank applicants, search your pipeline, read interview results, build and send Mira interviews
Sign in with your RightMatch account and approve exactly what your assistant can do
Checked against your role on every request. Turn off access and it stops immediately.
Try for free Read the docs
CClaudeRightMatch · connected
Who are the top 3 applicants for Staff PM? I want to send them our Staff PM interview.
⚙search-posting-candidates✓
{ posting: "Staff PM", limit: 3 } → 3 of 48 applicants, ranked by AI score
⚙get-interview-template✓
Staff PM screen → 3 skills · 6 questions · 2 min per answer
C
Your top 3 are Maya Thompson (94), Jordan Lee (91) and Priya Nair (88). Here's the Staff PM interview: product judgment, stakeholder management and metrics, across 6 questions. Want me to send it to all three with a 3-day window?
600,000+ resumes screened worldwide with RightMatch
Customer logo 1
Customer logo 2
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Juici Patties logo
Set up in about a minute

Connect RightMatch to Claude or ChatGPT in 3 steps.

No code, no extension, no API keys. Paste one URL, sign in with your RightMatch account, and your assistant can work with your jobs, candidates and interviews.

1

Add RightMatch as a connector

In Claude: Settings, Connectors, Add custom connector. In ChatGPT: Settings, Connectors. Paste the RightMatch MCP URL.

Step 1 · Add custom connector
name: RightMatch
url: https://api.rightmatch.app/mcp
2

Sign in and approve access

Your assistant opens RightMatch. Sign in and approve what it can do. Nothing to copy, store or rotate.

Step 2 · Sign in to RightMatch
Your assistant is asking to:
✓Read candidate résumés
✓Read interviews and transcripts
✓Read your interview templates
✓Create and edit interview templates
✓Create and edit job postings, and turn on auto-interview
✓Send interviews to candidates
✓Update candidates: move stage, tag, rate, and reject after you confirm
Allow
3

Start hiring from chat

Ask for the top applicants on a job, build an interview from a job description, or send one to a shortlist. Your assistant shows you the interview before it sends.

Step 3 · Start prompting
"Who are the top 5 applicants for Staff PM?"
"Build an interview from this job description."
"Send the Staff PM interview to Maya Thompson."
What you can do from your assistant

30 tools. Real hiring work.

Your assistant works inside the same RightMatch account you sign in with, limited to what you approved and what your role allows.

📋

Rank any job's applicants

Ask for the top candidates on an open job. They come back ranked exactly like that job's page in RightMatch, including your saved views, and filter on their ATS pre-screening answers. Applicants still in your inbox? Ask for an import link, upload their resumes there, and ask again once they are scored. Tools: search-posting-candidates, list-postings, get-import-link, get-import-status.

📣

Post a job from chat

Your assistant writes the job description and saves it as a RightMatch job with its own public apply link. Open or close the job, and turn on automatic interviews for applicants above a score you choose, after you confirm. Tools: create-posting, update-posting, set-posting-automation.

🔍

Search your whole pipeline

Keyword search across every candidate, or filter by AI score, stage, tags and job. Open any unlocked resume in full. Tools: search-candidates, query-resumes, get-resume, get-resume-text.

🎙

Read interview results

AI summaries, per-question and per-skill assessments, and integrity flags for cheating and AI use. Search inside interview answers, read a full transcript, or ask what came in since yesterday. Tools: query-interviews, search-interviews, get-interview, get-interview-transcript, get-new-results.

📝

Build an interview in chat

Name a job, paste its description or share a link, and RightMatch drafts a Mira interview in one call with the same question generator as the app: job title, skills and spoken-style questions, saved as a draft. Edit it until it reads right. Tools: draft-interview, create-interview-template, update-interview-template.

👀

Preview before anything sends

See the skills, questions and video intro in an interactive preview inside the chat. Nothing goes to a candidate until you say so. Tools: get-interview-template, preview-interview, list-interview-templates.

✉

Send Mira interviews

Invite up to 50 candidates at once by email, plus a text when you include a phone number. Set a 1 to 7 day window and a personal note, then see who has not started yet. Tools: send-interview, list-invites.

➡

Move your pipeline from chat

Move candidates to the next stage, tag and rate them, and reject the ones you choose. Stage moves and rejections reach your ATS too. A rejection always shows you exactly who and what happens first, and waits for your yes. Tools: update-candidate-stage, reject-candidates, tag-candidates, rate-candidate.

I'm now able to talk to six or seven candidates in an hour where normally that would be blocking my calendar for 20 to 30 minutes per candidate. I'm saving a couple of hours a week.

MV
Megan Voss
Recruiter · Freeosk
6-7x
more candidates reviewed per hour
2h+
saved per recruiter per week
75+
candidate NPS
Works where you already work

Built for Claude and ChatGPT.

RightMatch is a standard remote MCP server with OAuth sign-in. Claude and ChatGPT come first, and any assistant that lets you add a custom MCP connector can use the same URL.

ChatGPT
Claude
Gemini
Copilot
Any custom MCP connector
Example · From job description to interview

Paste a job description. Get a Mira interview.

Here is the kind of interview your assistant builds from one prompt. It saves the template to your RightMatch account, shows you the preview, and waits for you before sending it to anyone.

You, in Claude or ChatGPT
Build an interview for this role: Senior Product Manager, Series B B2B SaaS. 5+ years owning a product line, platform-level architecture decisions, strong stakeholder management, a track record of shipping bets that move retention.
Questions are written to be answered out loud on video. Change any of them, the time per answer or the invite window, and the template updates in RightMatch.
Interview template · Senior PM
Product judgment · ExpertStakeholder management · ExpertMetrics and retention · Intermediate
1Walk me through a platform-level architecture decision you owned. What were the trade-offs, and how did you know it was the right call?
2Tell me about a retention bet that didn't land. What assumption turned out to be wrong?
3An engineering lead and your go-to-market lead disagree on next quarter's top priority, and it's your call. How do you decide, and how do you tell them?
4Pick one product line you owned end to end. What changed under your ownership, and what would you do differently now?
5What's a metric your team treats as a leading indicator that you think is really a lagging one? Why?
2 minutes per answer · 3-day invite window · Nothing sent yet. Try it with your own role
MCP for LLMs · FAQ

Questions, answered.

Model Context Protocol is an open standard for letting AI assistants call external tools. RightMatch runs a native MCP server with 30 tools for ranking applicants, searching your pipeline, reading interview results, posting jobs, and building and sending Mira interviews. Your assistant calls them on your behalf after you sign in.
Yes. A browser extension scrapes the web page you're looking at. MCP talks to our backend directly, server to server, so no RightMatch tab needs to be open. You sign in once with your RightMatch account through a standard OAuth flow, and your assistant gets access limited to what you approved. There are no API keys to copy, store or rotate.
In Claude, open Settings, then Connectors, then Add custom connector. In ChatGPT on the web (Plus, Pro, or a Business admin), open Settings, then Apps, turn on Developer mode under Advanced settings, and click Create app. Paste https://api.rightmatch.app/mcp, then sign in to RightMatch when prompted and approve access.
Only what you approve on the sign-in screen: read candidate résumés, read interviews and transcripts, read your interview templates, create and edit interview templates, create and edit job postings, and turn on auto-interview, send interviews to candidates, update candidates: move stage, tag, rate, and reject after you confirm. Every request is also checked against your current RightMatch role, so if an admin turns off "Connect AI assistants" for your role, your assistant loses access on its very next request.
RightMatch tells your assistant to show you the interview, with its skills and questions, and get your go-ahead before it sends anything. Sending also requires that you approved "Send interviews to candidates" when you connected, and that your role in RightMatch is allowed to send interviews. Automatic interviews for a job work the same way: your assistant is told to confirm the job, the interview and the score threshold with you before turning them on.
Tool results go to the assistant you connected, as part of that conversation, so your assistant provider's data settings apply to the chat. Each tool returns only the fields it needs. Interview videos are never sent, and a resume you haven't unlocked doesn't return its full text. We never train on customer data.
Claude and ChatGPT are the two we build and support first. RightMatch is a standard remote MCP server with OAuth sign-in, so any assistant that lets you add a custom MCP connector can use the same URL, including Gemini and Copilot where your plan with them allows it.
MCP is included on every plan, including free Starter. Interviews and texts you send from your assistant use your plan's credits, the same as in RightMatch. On Starter, resume scoring is free for up to 200 resumes on your first job posting, so your credits go to interviews.

Guides

  • What is a hiring MCP server?
  • How to screen candidates in ChatGPT
  • Recruiting with Claude: a practical guide
  • Best recruiting MCP servers: RightMatch vs SeekOut vs Recruit41
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Mira runs the interviews your assistant sends from chat.

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Visible to your assistant alongside every other candidate signal.

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