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Vinkius

Chattermill Connector for AI agents.

11 live capabilities

Query customer sentiment and NPS scores directly from your agent.

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AI Agent

Why people use Chattermill

Chattermill for Identifying Feedback Trends

This Connector changes that by bringing the data to you. You can just ask your agent to summarize the latest feedback from Zendesk or find the top three themes from your Typeform surveys. It puts the intelligence in your chat window so you can actually spend time fixing problems instead of hunting for them.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get a direct line to your customer sentiment data without switching tabs.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

  1. Real-world use case 01

    The 'Why is NPS dropping?' check

    A CX Manager asks the agent to compare NPS across two projects.

  2. Real-world use case 02

    The 'What's the top complaint?' search

    A Product Manager asks for the top 3 themes.

  3. Real-world use case 03

    The 'Recent feedback summary'

    An analyst asks for the last 20 responses from the App Store.

Complete set · 11capabilities

The complete Chattermill capability set.

These are the exact actions your AI can choose when you ask it to work with Chattermill.

Capability set01 / 03

01—04

4 capabilities in this set.

Part of 11 available through Chattermill.

  1. 01 Capability

    Submit feedback response

    Submit a new feedback response to a Chattermill project. You can include a comment, score, and source information.

  2. 02 Capability

    Get chattermill metric

    Retrieve a calculated metric like NPS, CSAT, sentiment, or volume for a project. Use this to get high-level performance data.

  3. 03 Capability

    Get chattermill project

    Get details of a specific Chattermill project by its ID. This is useful for looking up project-specific configurations.

  4. 04 Capability

    List theme categories

    List categories that group feedback themes together. This is helpful for high-level trend analysis across your data.

Capability set02 / 03

05—08

4 capabilities in this set.

Part of 11 available through Chattermill.

  1. 05 Capability

    List feedback sources

    List all feedback data sources for a project. Use this to see which platforms like Zendesk or Typeform are feeding your pipeline.

  2. 06 Capability

    List data types

    List all feedback data types for a project. Use this to discover types like NPS or survey responses.

  3. 07 Capability

    List chattermill projects

    List all available feedback projects in your Chattermill account. Use this first to find the project key you need.

  4. 08 Capability

    List feedback responses

    List paginated feedback responses for a specific project. You can filter these by date to see recent customer comments.

Capability set03 / 03

09—11

3 capabilities in this set.

Part of 11 available through Chattermill.

  1. 09 Capability

    List custom segments

    List custom segments defined for a project. Use this to access user-defined cohorts for advanced analysis.

  2. 10 Capability

    List feedback themes

    List AI-generated feedback themes detected in a project. This helps you identify recurring customer topics automatically.

  3. 11 Capability

    Get response details

    Get detailed information for a single feedback response. This returns the comment, score, metadata, and applied themes.

Set up in minutes

One URL. Then ask Chattermill to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Chattermill from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_7ElC5zitqUaAiTIJzTNguvk7mDPLGsadzWCfQEJc/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it Chattermill, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable Chattermill for the conversation.

Where the request belongs

Work Chattermill can move forward.

Built around the request

This is for CX and Product folks who are drowning in feedback but can't find the signal in the noise. It's for anyone who needs to know why customers are unhappy without manually sorting through thousands of tickets.

01

CX Manager

Monitoring sentiment trends and drilling into specific comments during weekly reviews.

02

Product Manager

Identifying recurring bugs or feature requests to prioritize the roadmap.

03

Insights Analyst

Pulling NPS and CSAT metrics for reports without opening a separate dashboard.

04

Ops Lead

Verifying that data sources like Zendesk or Typeform are feeding correctly.

Bring your own AI

Change the model, client or framework. Keep Chattermill connected.

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Before you connect

Questions about Chattermill.

The practical details behind the request, access and result.

Can I use Chattermill MCP to see my NPS scores?

Yes, you can pull your NPS, CSAT, and net sentiment metrics directly into your chat. It's great for getting quick numbers during meetings without having to log in to the dashboard.

Does Chattermill MCP support multiple sources like Zendesk and Typeform?

Yes, it pulls from all the sources you've already connected to Chattermill. Your agent can see data from your app stores, surveys, and support tickets in one view.

How do I get my API key for Chattermill?

You can find your API key in your Chattermill dashboard under Settings. Once you have it, just paste it into your AI client's connection settings.

Can my agent actually write new feedback to Chattermill?

Yes, the Connector allows your agent to submit new feedback responses. You can have it save notes or manual entries directly into a specific project.

Can I see specific themes from my customer feedback?

Yes, it can list all the AI-generated themes Chattermill has identified. This helps you see recurring topics like 'billing issues' or 'slow performance' instantly.

Is Chattermill MCP good for tracking sentiment trends?

It's perfect for that. You can ask your agent to filter feedback by date or source to see how sentiment has shifted over time.

Can I use this to see custom segments?

Yes, it can access your custom segments. This is useful if you want to see how specific cohorts, like 'power users,' are feeling about your product.

How do I find the project key I need to use with most capabilities?

Start by asking the agent to run list_chattermill_projects. This returns all your projects with their keys. Most Chattermill API endpoints. responses, themes, metrics, etc.. require this project key as the first parameter.

What customer experience metrics can I retrieve?

Use get_chattermill_metric with a metric type of nps, average_score, net_sentiment, or volume. You can filter by date range, category, or theme for more targeted insights. All metrics require a project key.

Where do I find my Chattermill API Key?

Log in to your Chattermill account and navigate to Settings > API. You can generate and copy your personal API Key from that section. The key is used as a Bearer token on every API request.

One connection away

Give your agent a direct line to Chattermill.

Connect Chattermill once. Keep it beside 5,900+ managed Connectors when the next task needs more.

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