Analyse your surveys with AI, the safe way
SurveyLane ships a hosted, read-only MCP server. Connect Claude or Cursor and ask questions about your data in plain language. Here is how it works.
By SurveyLane · The team building SurveyLane
Collecting responses is the easy part. The real work is analysis: summarising open text, testing whether two groups genuinely differ, finding which question drives an outcome, weighting a skewed sample. Traditionally that means exporting to a spreadsheet and wrestling with pivot tables. SurveyLane takes a different route. You talk to your data.
What is MCP?
MCP stands for Model Context Protocol, an open standard that lets AI clients connect to external tools and data sources. SurveyLane ships a hosted MCP server, so any MCP-capable client can securely connect to your survey data and run real analysis on it.
In practice that means you open an AI client you already use. Claude Code, Claude Desktop and Cursor have ready-made install snippets. You connect it once, then ask questions about your results in plain English. The AI picks the right statistical tool, runs it against your live data, and writes up the findings.
What the AI can actually do
The server exposes more than twenty read-only analysis tools. Rather than generic chit-chat, the AI has access to purpose-built statistical operations:
- Summarise results and open-text answers.
- Test significance with t-tests, ANOVA and chi-square.
- Find the key drivers behind an outcome.
- Cross-tabulate questions and build cohorts.
- Weight a skewed sample to match a target population.
- Check scale reliability and compare survey waves.
- Flag drop-off in a funnel and auto-generate a full report.
Because these are deterministic tools rather than the model guessing, the numbers are sound. The AI's job is to choose the right tool, feed it the right parameters, and explain the result. Not to invent statistics.
Read-only and safe by design
This is the part that matters most. The connection is strictly read-only. The AI can list and analyse your data, but it can never create, edit or delete anything. Access runs through a personal token, scoped to your own account, that you generate and revoke instantly under Settings, API access.
Privacy is built in. For anonymous surveys, respondent names and e-mail addresses are never returned. The tools hand back aggregates and de-identified answers only. And your data is never used to train AI models: the server reads your data and hands it to the MCP client you connected. Nothing is sent elsewhere.
The token is read-only and scoped to your account. The AI can analyse everything and change nothing.
Why this beats exporting to a spreadsheet
Exporting freezes your data at a moment in time and divorces it from its structure. Asking questions through MCP keeps you connected to the live results, with the question types, sections and logic intact. You can follow a thread. "Is that difference significant?" "Does it hold for new customers?" "What does the open text say?" Without re-exporting at each step.
Getting started
Generate a read-only token in Settings, API access, paste the install snippet into Claude or Cursor, and start asking. If you ever want to cut access, revoke the token. The connection dies instantly.
No analysis rescues a badly worded question, so it is worth getting the anatomy of a good survey question right first. And conditional logic and feedback shapes the data you end up analysing.
Frequently asked questions
Can the AI change or delete my survey data?
No. The connection is strictly read-only. The token grants listing and analysis only, so there is no path from the MCP client through to a write operation, whatever the client is asked to do.
Does connecting an AI client expose respondent identities?
Not for anonymous surveys. Those tools return aggregates and de-identified answers, and respondent names and e-mail addresses are never included in what the server hands back.
Is my survey data used to train AI models?
No. The server reads your data and passes it to the MCP client you connected, and nothing else. It is not stored elsewhere and it is not fed into model training.
What happens when I revoke a token?
Access stops immediately. The connected client loses its permissions on its very next call, so revoking is a complete answer rather than a delayed one.
