ChatGPT + Workable: What It Can (and Can't) Do in 2026
Yes, ChatGPT integrates with Workable: the ATS runs an official MCP server at https://mcp.workable.com/mcp, available to any active Workable account. It now has 90+ tools spanning jobs, candidates, pipeline stages, offers, requisitions, employees, time off, time tracking and performance reviews, read and write, and it authenticates with OAuth2 against your own Workable login, so the AI only sees what your role can see. Add it to ChatGPT as a connector and you can work your pipeline in plain English. Like every MCP connection in ChatGPT, it runs in a session you’re driving — between chats, nothing is watching your applicants.
Here’s what the ChatGPT Workable integration actually does, how to turn it on, and what to use when you want recruiting work that moves without a recruiter typing.
What ChatGPT can actually do with Workable
- Query your pipeline conversationally. “Which candidates for the senior engineer role have been sitting in phone screen for more than a week?” — answered from live ATS data, no report building.
- Read candidate profiles and history. Pull a candidate’s resume details, stage history, and comments into the chat before an interview.
- Move candidates and write back. The server supports write operations — advance a candidate to the next stage, add a comment, create a requisition, approve an offer — all scoped to what your Workable role permits.
- Check the HR side. Employees, time-off balances, and calendar events are in the toolset too, so “who’s out next week on the hiring panel?” works in the same chat.
- Run inside agent sessions. With ChatGPT Work (launched July 9, 2026), an agent can work across Workable and the rest of your connected stack in one long, metered run — a full pipeline-hygiene pass before Monday’s hiring sync, say. Still a run you start.
How to set it up
- Have an active Workable account and a ChatGPT plan with developer mode. Moving candidates and approving offers need full MCP support, which ChatGPT offers on Business, Enterprise and Edu; other plans may be limited to read-only.
- Turn on developer mode in ChatGPT under Settings → Security and login (on Business and Enterprise, an admin may need to allow it). Then in Plugins, click Add, choose Create MCP App, paste
https://mcp.workable.com/mcp, and choose OAuth. - Sign in with your Workable credentials when prompted. It’s OAuth2, so there are no API keys, and permissions mirror your Workable role.
- Confirm with something read-only: “list my open jobs and how many candidates are in each stage.”
The limits that actually matter
- It doesn’t run on triggers. There’s no “when a new application lands, do X” or “when a candidate accepts, kick off onboarding.” ChatGPT touches Workable when you prompt it — a great applicant can sit unscreened all weekend and nothing moves.
- Every action needs a driver. Moving candidates and approving offers by chat is faster than clicking, but it’s still a human running a session. Recurring rituals — the Monday pipeline digest, the interview-reminder email — repeat only if someone re-asks.
- Session-bound and metered. ChatGPT Work runs are long and autonomous but manually started and metered against your plan’s allowance — an errand, not a standing watch on your funnel.
- The follow-through stops at the chat. ChatGPT can draft the rejection note or the interview confirmation; it won’t send it from your mailbox, book the calendar slot, and post the update to your hiring channel as one motion.
If you want Workable work that runs on its own: Carly
Recruiting is trigger-shaped: applications arrive at all hours, candidates go stale, offers get accepted at 8pm. The moment you want the response to happen on the event — every new applicant screened against the job description within minutes, a nudge when a candidate stalls, interviewers briefed the morning of — you’ve crossed past what a chat session is for.
That’s where Carly fits. Carly is an AI executive assistant that acts on triggers across your whole stack, set up by conversation instead of code:
- Fires on events and schedules, 24/7, in the cloud. When a new application lands in Workable, Carly screens it against the role requirements, summarizes the fit for the hiring manager, and sends the candidate an acknowledgment — before the recruiter’s next coffee.
- No-code setup. Tell Carly “when a candidate moves to Offer, draft the offer email, schedule the call, and post to our #hiring Slack channel” in plain English; it interviews you and builds the workflow.
- Connects recruiting to the rest of your work — Workable events flowing into email, calendars, Slack, and spreadsheets in one flow.
- Actually sends — drafts and sends email across Gmail and Outlook, books meetings, manages tasks.
- Connects to thousands of apps, so a Workable event can reach your inbox, calendar, Slack and the rest of your stack.
AI agents start at $35/month, and steps in a workflow that don’t use AI run free. See integrations, Carly’s Workable integration, and the best AI automation tools for Workable.
ChatGPT vs Carly
| ChatGPT (Workable MCP) | Carly | |
|---|---|---|
| Query pipeline and candidates | Yes | Yes |
| Move candidates, add comments | Yes, in a session | Yes |
| Reacts to a new application by itself | No | Yes, on the trigger |
| Screens every applicant, unprompted | No | Yes |
| Monday pipeline digest, on schedule | No | Yes |
| Emails candidates and hiring managers | No | Yes (Gmail + Outlook) |
| Runs without a session open | No (agent runs are started + metered) | Yes (cloud, 24/7) |
| Setup | Paste the MCP URL, OAuth2 | Describe it in plain English |
| Pricing | Paid ChatGPT plan (Workable MCP free) | AI agents from $35/mo |
ChatGPT’s Workable connection is a recruiting copilot you steer in a chat. Carly is an assistant that works the funnel while you’re in interviews.
Frequently Asked Questions
Does ChatGPT work with Workable?
Yes. Workable runs an official MCP server at https://mcp.workable.com/mcp, available to any active Workable account. Add it as a connector in ChatGPT, sign in with OAuth2, and you can query jobs, candidates, and pipeline data — and take actions like moving candidates — in plain English.
Can ChatGPT move candidates through the Workable pipeline?
Yes. The MCP server’s 90+ tools include write operations, such as advancing candidates between stages, adding comments, creating requisitions, and approving offers, always scoped to your Workable role’s permissions and always inside a session you’re running.
Can ChatGPT screen new applicants automatically?
No. ChatGPT only reads Workable when you prompt it — it doesn’t watch for new applications. For “when an application lands, screen it against the JD and brief the hiring manager,” you need a trigger-based assistant like Carly, which integrates natively with Workable.
Is the Workable MCP server safe for candidate data?
It uses OAuth2 against your own Workable login rather than shared API keys, so an AI session inherits exactly your role’s permissions — a recruiter’s connection can only reach that recruiter’s jobs and candidates. That’s meaningfully tighter than key-based bridges, though your usual candidate-data policies still apply to anything pasted into a chat.
More: ChatGPT email assistant · ChatGPT personal assistant · ChatGPT MCP · Can ChatGPT send emails · Claude + Workable
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"Before Carly, I relied on a Calendly link, but the whole process felt impersonal and not very professional. Carly changed that by handling all the back-and-forth, so I'm no longer stuck in endless email threads trying to line up schedules.
Now Carly reaches out to candidates, shares my real-time availability, lets them pick a slot, then sends a Zoom link and drops it straight into my calendar. She sends reminders to both of us before each call, which has significantly reduced no-shows and last-minute confusion.
On top of scheduling, Carly acts like a full executive assistant, sending me my schedule the night before so I can prepare for each call. It reminds me of the old x.ai assistant, but Carly is noticeably smarter, faster, and better suited to my healthcare recruitment business."
