Connect with AI (MCP)

Ask Claude or ChatGPT about your surveys and reports in your own words. AI Adoption Score's MCP server gives your AI assistant read-only access to what you can see in the app, and nothing more.

∞AI tools it works with: Claude, ChatGPT and any other that supports MCP
7read-only tools, from the survey list to a report's results

Step 1 of 5Ask ChatGPT about your surveys and reports, in your own words.

What you can ask

Your assistant picks the tools it needs and answers from what they return, so you can ask the way you'd ask a colleague who has your reports open. A few questions it can answer, and the tools it would use:

“Which surveys can I run for my team?”
What each survey is for and how long it takes, and which ones you've run before.
get_surveys
“Summarize the open reports in my organization.”
Each report's headline numbers, conclusions and suggested actions, as its Insights tab shows them.
get_reportsget_report
“What does the 360° measure, and how is it scored?”
What it measures, who it's for, how it's scored and how to read it, with every question.
get_survey
“How many people have answered, and where do the others stop?”
How many opened the link, started and finished, the response rate, how long people took, and where unfinished responses stopped.
get_report_analytics
“Write an invitation for AI Market Pulse with its link and closing date.”
A draft with the survey's link and closing date for you to send, by email or in Slack. Add the password yourself if it has one.
get_reports
“How do I share a report with our CEO?”
The Help Center's answer, with a link to the page it names.
get_help

The demo at the top shows a made-up company, with the numbers of our AI Adoption Barriers (opens in a new tab) demo.

How to connect

You need an AI Adoption Score account, free to start, and an AI tool that lets you add custom connectors. There's nothing to install: you add AI Adoption Score as a connector, paste this address and sign in. The steps for each tool are on your Profile in the app, under Connect with your AI tool.

MCP server URLhttps://app.ai-adoption-score.app/mcp

View in my profile

To end the connection, remove the connector in your AI tool, or press Disconnect on your Profile, which ends every connected AI tool at once.

What it can read

Seven tools, all read-only. Each one returns what you'd see on the same page of the app, in your current organization.

Tool	What it returns
List surveys`get_surveys`	The surveys the platform offers, with enough about each one to tell them apart: what it's for, how long it takes, and whether your organization has run it before.
Get survey details`get_survey`	Everything about one survey: what it measures, who it's for, how it's scored, its question groups and questions.
List reports`get_reports`	The reports you can open, as on the Reports page, with each survey's link, how people get in and when it closes. Never a survey's password.
Get report results`get_report`	One report's results, as its Insights tab shows them: headline numbers, group scores, conclusions and suggested actions. Never names or individual answers.
Get report analytics`get_report_analytics`	How people moved through one report's survey, as its Analytics tab shows it. Names only where the report shows them; never answers.
Get my profile`get_profile`	Your name, email, current organization, roles and permissions, as on your Profile page.
Get Help Center answers`get_help`	The Help Center's answers, with links to the pages they name.

Who sees what

It sees what you see. Every call checks your access again, so a report you can't open in the app stays closed to your assistant, and someone who's deactivated or removed loses it on their next call. It works in your current organization: switch organization in the app to switch what it sees.
Never anyone's individual answers. No tool returns what a person answered. Analytics name people only where the report's Responses tab does, and never on an anonymous survey. Results by department or team come as your report shows them, small groups included.
What it reads goes to your AI company. Results your assistant reads go to the company behind it, such as Anthropic or OpenAI, under your own account and its settings, like anything else you share in a chat.
Sign-in, not keys. It signs in with OAuth, the way you sign in to the app, so there's no API key to leak. Its access lasts 15 minutes at a time and renews while you're connected; disconnect, and it ends at once.

More in Security and privacy (opens in a new tab).

What it won't do

Change anything. It can't launch a survey, invite people, send a reminder or edit a report. It drafts; you send.

Connect from every AI tool, yet. Today it works with Claude and ChatGPT. ChatGPT needs Developer mode, because AI Adoption Score isn't in its connector directory.

Show a Report viewer more. Someone who only views reports shared with them gets those reports and no survey list, just as in the app.

Check its own sums. Your assistant reads the same results as your report, but it writes the answer itself, and assistants can get details wrong. When a number matters, open the report.

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