KnoCommerce MCP for AI. Audit feedback, track attribution, build profiles.
Works with every AI agent you already use
…and any MCP-compatible client








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KnoCommerce analyzes post-purchase surveys, giving you deep insights into customer feedback and sales attribution. This MCP lets your AI client audit individual responses, build full buyer profiles, and track which marketing channels actually drive purchases.
Use it to turn raw survey data into actionable e-commerce reports.
What your AI can do
List surveys
Returns a list of every active and archived survey campaign ID within KnoCommerce.
Get survey details
Provides high-level information, like the title and status, for any given survey campaign.
List survey responses
Gets a list of responses from surveys, optionally filtering by a campaign ID.
Your agent can pull all feedback details for a single buyer or track their full history across multiple surveys.
You get an aggregated report showing which campaigns (like Instagram Ads or email) are responsible for the most customer acquisitions.
The MCP lists all available surveys, helping you track your feedback collection strategy across different product lines.
You can list every question within a specific survey to understand the exact format of the answers you're getting back.
Your agent lists all customers associated with survey submissions, helping you correlate feedback to a specific user ID.
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KnoCommerce: 10 Tools for E-commerce Insights
These tools let you manage the full lifecycle of survey data, from listing active campaigns to auditing individual responses and tracking channel performance.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using KnoCommerce on VinkiusList Surveys
Returns a list of every active and archived survey campaign ID within KnoCommerce.
Get Survey Details
Provides high-level information, like the title and status, for any given survey...
List Survey Responses
Gets a list of responses from surveys, optionally filtering by a campaign ID.
Get Response Details
Fetches the specific content of a single customer response submission.
List Knocommerce Customers
Lists buyer accounts that have submitted data to surveys, allowing you to...
Get Customer Feedback Profile
Retrieves all available feedback details linked to a specific buyer ID.
List Survey Questions
Shows all the questions included in a specific survey, which is useful for understanding the response format.
Get Channel Attribution Report
Generates a report showing which marketing channels are most responsible for...
List Survey Templates
Displays all ready-to-use templates so you know what kinds of feedback campaigns are...
Check Knocommerce Api Status
Verifies if the connection between your client and KnoCommerce is currently working.
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Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
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Make Your AI Do More
Start with KnoCommerce, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
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- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by KnoCommerce. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 10 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
It’s hard to connect who bought something with why they felt about it.
Right now, you probably have multiple systems: your marketing platform tracks where a customer came from. Your CRM holds their profile. And then there's the survey tool holding the actual feedback. To get one cohesive view—like knowing that 'Instagram Ads' drove a purchase and the buyer specifically complained about 'slow shipping'—you spend hours manually exporting, renaming columns, and cross-referencing IDs.
With this MCP, your agent pulls all those separate data points together. You tell it to analyze feedback, and it uses tools like list_knocommerce_customers alongside get_channel_attribution_report. The result is a clear narrative: the source of the purchase meets the sentiment of the buyer.
The KnoCommerce MCP gives you visibility into every survey response.
You no longer have to wait for manual reports that summarize only the 'good' or 'bad' feedback. You can use list_survey_responses to pull raw data, then run get_response_details on specific entries. This lets your team audit every single submission without complex queries.
What’s different is control. Your agent treats all survey data—from simple responses to complex multi-step surveys—as one unified source of truth for product and marketing teams.
What your AI can actually do with this
Need to know why customers are leaving reviews? This connector pulls all the necessary data from KnoCommerce so you can analyze post-purchase surveys directly through your AI agent. Instead of manually exporting and cross-referencing spreadsheets, your agent handles the heavy lifting. You can list and audit active survey campaigns or drill down into a single customer's feedback history to build a complete profile.
It’s also great for seeing which marketing efforts actually work; you can pull an attribution report that shows exactly where buyers came from. When setting this up, just connect your preferred AI client through the Vinkius Marketplace and start asking questions in natural language. Your agent handles the connection and the complex data mapping.
019d75c1-fd35-7070-b070-fafd6ffc08eb Here's how it actually works
The bottom line is you give your agent a question, and it handles connecting to KnoCommerce to get the raw answers back.
First, get your API key from the KnoCommerce dashboard.
Next, connect this MCP in your favorite AI client (like Cursor or Claude).
Finally, use natural language to ask questions—for instance, 'Show me all survey templates'—and let your agent retrieve the data.
Who is this actually for?
This MCP is built for e-commerce operations managers, marketing analysts, and product owners. If you're tired of spending hours in fragmented dashboards trying to connect a survey response to an acquisition channel, this tool saves your time.
Uses the MCP to check the API status and audit customer feedback profiles. They need to ensure data flows correctly across departments.
Runs reports using get_channel_attribution_report to prove which marketing spend generates the best customers, not just the most clicks.
Lists survey templates and reviews responses to gauge product adoption rates and identify common pain points for iteration planning.
What Changes When You Connect
You stop guessing. By running the get_channel_attribution_report tool, you immediately know if your Instagram Ads budget is actually translating into paying customers.
Build full buyer pictures: Use get_customer_feedback_profile to gather every piece of feedback for a single user ID. This context is critical for product improvements.
Avoid data silos. Instead of exporting multiple sheets, asking the agent to list_survey_responses lets you see all submitted reviews in one go, grouped by campaign.
Save time on setup: The list_survey_templates tool helps your team quickly decide which feedback mechanism to use next without manual research.
Deep dive into data structure: If a response seems weird, running list_survey_questions clarifies exactly what kind of answer the survey is designed to receive.
See it in action
Investigating a poor quarterly sales period
The analyst asks the agent for an attribution report and then correlates that list with feedback data. They use get_channel_attribution_report combined with get_customer_feedback_profile to prove that customers from 'Email Marketing' are leaving negative reviews about shipping.
Preparing for a product update launch
The Product Owner needs input on the last six months of feedback. They use list_surveys and then run list_survey_responses to gather all relevant data before meeting with stakeholders, skipping manual data gathering.
Understanding survey gaps
A team member notices a key piece of information is missing from responses. They use list_survey_questions first, then work with the Product Owner to add that question via the KnoCommerce dashboard.
Auditing a specific high-value client
A sales manager needs to know everything about one key buyer. They use list_knocommerce_customers to find the ID, and then get_customer_feedback_profile to summarize all past purchases and complaints.
The honest tradeoffs
Treating feedback like a simple comment field
Trying to pull general sentiment by just running list_survey_responses without context. You get noise, not signals.
Always start by listing the surveys with list_surveys to define your scope. Then use get_customer_feedback_profile to focus on specific individuals for reliable insights.
Confusing attribution with marketing effort
Assuming that because you spent a lot on paid ads, those customers will be happy. The data might tell a different story.
Run get_channel_attribution_report first to see the source, then run get_customer_feedback_profile for the resulting buyers to check sentiment.
Asking 'What happened?' without parameters
Prompting the agent with a vague request like 'Tell me about sales.' This forces it to guess data sources and fail.
Be specific. Say, 'List all survey templates for Q3' or 'Get details for survey ID X,' which uses list_survey_templates.
When It Fits, When It Doesn't
Use this MCP if your primary goal is correlating who the customer is with what they are saying. It’s essential when you need to move beyond general metrics and audit specific buyer behavior, using tools like get_customer_feedback_profile or list_knocommerce_customers. Don't use it if all you need is a basic product count; for that, a simple API query handles the job just fine. But if you suspect your marketing spend isn't matching customer satisfaction, this MCP provides the necessary link between acquisition source and post-purchase sentiment.
Questions you might have
How do I see what kind of feedback a customer gave? +
You use get_customer_feedback_profile. This tool pulls all available details associated with that specific buyer ID, giving you their complete history.
Can I find out where my customers came from using get_channel_attribution_report? +
Yes, this report gives you the percentages for various marketing channels. It shows exactly which source drove customer acquisition.
How do I list all available surveys in KnoCommerce? +
You run list_surveys. This tool returns a master list of every survey campaign ID, allowing you to select the right set of data for analysis.
What is the difference between list_survey_responses and get_response_details? +
list_survey_responses gives you a grouped list of submissions. You use get_response_details when you need to pull the full, specific text content for just one single response.
Do I need to check knocommerce_api_status first? +
It's good practice to run check_knocommerce_api_status before starting a large analysis. It confirms the connection is live and ready for queries.
How can I use list_survey_questions to understand what data fields are available? +
list_survey_questions shows you the full schema for a survey. It lets your agent know exactly which questions and types of answers to expect from customers, making interpretation reliable.
If I have a customer ID, how do I get_customer_feedback_profile details? +
You provide the specific customer ID to get_customer_feedback_profile. This aggregates all historical survey submissions and feedback related only to that single buyer.
Where can I use list_survey_templates if I need a new campaign? +
list_survey_templates returns a library of pre-built surveys you can launch. This helps you quickly select or adapt an existing template for your next feedback collection round.
Where do I find my KnoCommerce API Key? +
Log in to your KnoCommerce dashboard and navigate to Settings > API Keys. You can generate a new REST API key there.
Can I see the individual questions of a survey? +
Yes, use the list_survey_questions tool with the specific survey_id to retrieve all questions and their configuration.
Does this support creating new surveys? +
The current version focus on data retrieval and analysis. You can list templates, but survey creation should be done in the KnoCommerce dashboard.
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