Requirements
- For the MCP path: a ChatGPT plan with Developer Mode (Pro, Team, Enterprise, or Edu)
- For the Custom GPT Actions path: any plan with Custom GPTs (Plus and up)
- An Audity Personal Access Token (
aky_...), see Authentication
Setup A: MCP connector (recommended)
ChatGPT connects to remote MCP servers through Developer Mode connectors, configured at the workspace level, not inside a Custom GPT. Connect does not auto-configure ChatGPT; you’ll add it yourself.1
Get a Personal Access Token
Go to Settings → API Tokens in your Audity workspace and create a token with Read + Write scopes. It starts with
aky_ and is shown only once.2
Enable Developer Mode
ChatGPT → profile icon → Settings → Apps & Connectors (ChatGPT renamed connectors to “apps” in late 2025; you may see either label) → Advanced settings → enable Developer mode.
3
Add the Audity connector
In the connectors/apps tab, add a new remote MCP server:
- URL:
https://app.auditynow.com/api/mcp - Authentication:
Bearer aky_<your-token>
audity_* tools from the server automatically.4
Test it
Start a new chat, enable the Audity connector as a source, and ask:
List my Audity projects.ChatGPT will invoke the
audity_list_projects tool and return your real projects. If you see “Allow” prompts, approve them. ChatGPT asks for confirmation on every MCP call until you mark the server as “always allow.”Setup B: Custom GPT with OpenAPI Actions (no Developer Mode)
If you don’t have Developer Mode, build a Custom GPT instead: Explore GPTs → Create, give it a name (Audity) and a short instruction (e.g. “You have access to Audity, a B2B SaaS platform for AI consultants. Always ask the user before triggering audit analysis or lead conversion, as they cost credits.”), then import the REST spec at https://docs.auditynow.com/api-reference/openapi.json into the GPT’s Actions and authenticate with your PAT as an API key (Bearer).
The Actions path covers the REST surface only. Document upload, interview-session creation, and PDF-status polling are MCP-only tools with no REST equivalent, those need Setup A (or a different client, like Claude or Cursor).
Common prompts
What you get
100+audity_* tools covering projects, documents, interviews, analysis, opportunities, ROI, deliverables, leads, and persistent memory (Nucleus).
See Connect Claude → What you get for the full list.
Limitations
- ChatGPT asks for permission on every MCP call unless you explicitly allow the server. For workflows that chain 5+ calls, that’s many confirmations. Use Claude or Cursor for chained workflows.
- Long-running actions can time out. A comprehensive audit runs ~10-15 minutes, far longer than ChatGPT’s hard tool-call timeout. Always use the async path:
audity_enqueue_audit_analysis, then pollaudity_get_job.
Troubleshooting
ChatGPT can't connect to the MCP server
ChatGPT can't connect to the MCP server
Verify the URL
https://app.auditynow.com/api/mcp is reachable in your browser. If it loads, check that your token is correct and has read + write scopes.Every call returns 401 PAT_MALFORMED
Every call returns 401 PAT_MALFORMED
Token format is wrong. Most common cause: you included
Bearer in the token field. The full header should be Authorization: Bearer aky_<token>, but you paste only aky_<token> in most UIs (the Bearer prefix is added automatically). Check your GPT’s auth config and remove any double Bearer.Every call returns 403 PAT_SCOPE_INSUFFICIENT
Every call returns 403 PAT_SCOPE_INSUFFICIENT
Token lacks
write scope. Generate a new token in Settings → API Tokens with both read and write checked, then update the Custom GPT’s credentials.GPT can't find the right tool
GPT can't find the right tool
Custom GPTs can be conservative with external tools. Make sure your prompt mentions “Audity” by name. Tighten the GPT’s system instruction with examples of when to call which operation.
429 rate limited mid-batch
429 rate limited mid-batch
See Authentication → Rate limits. Most common ceiling: write limits on batch operations. Consider serializing or adding delays.
Audit analysis times out (504 / hang)
Audit analysis times out (504 / hang)
A comprehensive audit synthesis runs ~10-15 minutes, far longer than ChatGPT’s hard tool-call timeout. Use
audity_enqueue_audit_analysis (async), then poll audity_get_job. If you already enqueued the job, verify with audity_get_job before re-triggering.
