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hackle-mcp

hackle-mcp

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by hackle-io

Hackle MCP Server

WARNING

⚠️ This local npm package is deprecated — use the remote MCP server

The Hackle MCP server is now available as a remote server, and this local npm package is deprecated. The remote server requires no npm or Node.js setup, updates automatically, works in the browser, and is where all new tools (such as messaging statistics and Kakao/Text message queries) ship.

This package will no longer receive updates or new tools. Existing installations keep working for now, but please migrate to the remote server.

👉 Migration guide: https://docs.hackle.io/external-link/model-context-protocol/migration

How to connect to the remote server

  1. Add a custom connector in claude.ai (web) or Claude Desktop via Customization → Connectors → + Add Custom Connector, using the remote MCP server URL:

    https://mcp.hackle.io/mcp
  2. Enter your existing Hackle API key in the authentication screen — your API key remains unchanged.

  3. Once connected, you can optionally remove the local server entry from your claude_desktop_config.json.

A Model Context Protocol server for Hackle API providing tools and resources for querying A/B Test data.

Related MCP server: MCP Boilerplate

Features

Tools

Experiment List Tool

  • Name: experiment-list

  • Description: Fetches a paginated list of A/B test experiments with search functionality.

  • Parameters:

    • pageNumber: Page number (default: 1)

    • pageSize: Number of items per page (default: 100)

    • searchKeyword: Search keyword (optional)

Experiment Detail Tool

  • Name: experiment-detail

  • Description: Retrieves detailed information for a specific A/B test experiment.

  • Parameters:

    • experimentId: Experiment ID

In-App Message List Tool

  • Name: in-app-message-list

  • Description: Fetches a paginated list of in-app messages with search functionality.

  • Parameters:

    • pageNumber: Page number (default: 1)

    • pageSize: Number of items per page (default: 100)

    • searchKeyword: Search keyword (optional)

In-App Message Detail Tool

  • Name: in-app-message-detail

  • Description: Retrieves detailed information for a specific in-app message.

  • Parameters:

    • inAppMessageId: In-app message ID

Push Message List Tool

  • Name: push-message-list

  • Description: Fetches a paginated list of push messages with search functionality.

  • Parameters:

    • pageNumber: Page number (default: 1)

    • pageSize: Number of items per page (default: 100)

    • searchKeyword: Search keyword (optional)

Push Message Detail Tool

  • Name: push-message-detail

  • Description: Retrieves detailed information for a specific push message.

  • Parameters:

    • pushMessageId: Push message ID

Active User Series Tool

  • Name: active-user-series

  • Description: Retrieves time-series data of active users. Available in daily, weekly, and monthly units.

  • Parameters:

    • unit: Time unit (DAY, WEEK, MONTH) (default: DAY)

    • date: Date (optional)

Retention Series Tool

  • Name: retention-series

  • Description: Retrieves time-series data of user retention. Available in daily, weekly, and monthly units.

  • Parameters:

    • unit: Time unit (DAY, WEEK, MONTH) (default: DAY)

    • date: Date (optional)

Stickiness Series Tool

  • Name: stickiness-series

  • Description: Retrieves time-series data of user stickiness (return visit frequency). Available in weekly and monthly units.

  • Parameters:

    • unit: Time unit (WEEK, MONTH) (default: WEEK)

    • date: Date (optional)

Data Report List Tool

  • Name: data-report-list

  • Description: Retrieves all data report metadata.

Data Report Detail Tool

  • Name: data-report-detail

  • Description: Retrieves single data report's detail. It will provide analytics chart id and type inside data report. It is recommended to use Analytics Chart Detail Tool to get further information of each chart.

  • Parameters:

    • dataReportId: Data report's id. This can be found in response of Data Report List Tool.

Analytics Chart List Tool

  • Name: analytics-chart-list

  • Description: Retrieves data analytics chart's metadata list.

  • Parameters:

    • pageNumber: Page number (default: 1) (optional)

    • pageSize: Number of items per page (default: 100) (optional)

    • searchKeyword: Search keyword (optional) (optional)

    • chartType: Chart types that Hackle provides: FUNNEL, DATA_INSIGHT, RETENTION, and USER_PATH. (optional)

Analytics Chart Detail Tool

  • Name: analytics-chart-detail

  • Description: Retrieves data analytics chart's detail. You can visualize the chart using this tool's result.

  • Parameters:

    • chartId: Analytics chart's id. It can be found in the response of Data Report Detail Tool or Analytics Chart List Tool.

    • chartType: Analytics chart's type(FUNNEL, DATA_INSIGHT, RETENTION, USER_PATH). It can be found in the response of Data Report Detail Tool or Analytics Chart List Tool.

Remote Config List Tool

  • Name: remote-config-list

  • Description: Retrieves remote config list.

  • Parameters:

    • pageNumber: Page number (default: 1)

    • pageSize: Number of items per page (default: 100)

    • searchKeyword: Search keyword (optional)

    • status: Status of remote config: ACTIVE, ARCHIVED (default: 'ACTIVE')

Remote Config Detail Tool

  • Name: remote-config-detail

  • Description: Retrieves remote config's detail.

  • Parameters:

    • remoteConfigId: Remote config's id. You can get this information by using Remote Config List Tool.

Remote Config Creation Tool

  • Name: remote-config-create

  • Description: Creates an empty remote config. It is recommended to update an existing RC first if there is an associated RC with the one you want to create since the total number of RC is limited.

  • Parameters:

    • body: Request body.

      • key: Remote config's name.

      • description: Remote config's description.

      • dataType: Type of remote config's value: STRING, JSON, NUMBER, BOOLEAN.

      • userIdentifierCriteria: User identifier criteria for targeting. You can use criteria provided by Hackle($deviceId, $userId) or your own criteria created at Hackle dashboard website. (default: '$deviceId')

Remote Config Content Update Tool

  • Name: remote-config-update

  • Description: Updates remote config's content.

  • Parameters:

    • remoteConfigId: Remote config's id.

    • body: Request body.

      • dataType: Type of remote config's value: STRING, JSON, NUMBER, BOOLEAN. The request will not be accepted if dataType and remote config values does not match.

      • remoteConfigDefaultValue: Default value of remote config. This value's type should match with dataType field.

      • conditionalValues: Array of conditional remote config's value with user group targeting.

        • ruleName: Name of targeting condition rule.

        • remoteConfigValue: Remote config's value. This value's type should match with dataType field.

        • target

          • conditions: Targeting rules. Users who The user he satisfies all conditions in this array will see this rule's remote config value.

            • key

              • type: Condition's type: HACKLE_PROPERTY, USER_PROPERTY, AB_TEST, FEATURE_FLAG, COHORT, SEGMENT.

              • name: Property's name if type is HACKLE_PROPERTY or USER_PROPERTY. Experiment key if type is AB_TEST. Feature flag key if type is FEATURE_FLAG. You can put any non-empty string if type is COHORT or SEGMENT.

            • match

              • operator: Operators that will be used to match key and values of the condition.

              • valueType: Type of targeting condition's value: NUMBER, STRING, BOOLEAN, VERSION.

              • values: Values of targeting condition's key. Followings are some special cases: The values will be treated as names if you are using SEGMENT. Only strings 'A' and 'B' are allowed if type is AB_TEST. Only boolean values are accepted if type is FEATURE_FLAG. You should put cohort's id if type is COHORT.

Remote Config User Identifier Criteria Update Tool

  • Name: remote-config-update-user-identifier-criteria

  • Description: Updates remote config's user identifier criteria. The change will be applied to both production and development environment.

  • Parameters:

    • remoteConfigId: Remote config's id.

    • body: Request body.

      • userIdentifierCriteria: User identifier criteria for targeting. You can use criteria provided by Hackle($deviceId, $userId) or your own criteria created at Hackle dashboard website. (default: '$deviceId')

Remote Config Description Update Tool

  • Name: remote-config-update-description

  • Description: Updates remote config's description. The change will be applied to both production and development environment.

  • Parameters:

    • remoteConfigId: Remote config's id.

    • body: Request body.

      • description: Remote config's description.

Installation

Add this entry to your claude_desktop_config.json:

  • On Mac: ~/Library/Application Support/Claude/claude_desktop_config.json

  • On Windows: %APPDATA%\Claude\claude_desktop_config.json

  • On Linux: ~/.config/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "hackle-mcp": {
      "command": "npx",
      "args": ["-y", "@hackle-io/hackle-mcp@latest"],
      "env": {
        "API_KEY": "YOUR_API_KEY"
      }
    }
  }
}

Restart Claude if running

Getting Your API Key

To use the Hackle MCP Server, you will need an API key. To obtain your API key:

  1. Contact the Hackle team directly through Hackle Slack Community

  2. Request an API key for MCP Server access

  3. The Hackle team will provide you with a unique API key

Important: Never share your API key or commit it to public repositories. Treat your API key as a sensitive credential.

License

MIT

Available Tools

19 tools
active-user-seriesBInspect

Retrieves time-series data of active users. Available in daily, weekly, and monthly units.

Inputs: unit (required), date.

analytics-chart-detailCInspect

fetch analytics chart detail. You can visualize the chart using this tool's result.

Inputs: chartId (required), chartType (required).

analytics-chart-listCInspect

fetch data analytics chart list.

Inputs: chartType, pageNumber, pageSize, searchKeyword.

data-report-detailCInspect

fetch data report detail.

Inputs: dataReportId (required).

data-report-listCInspect

fetch data report list.

Inputs: no named parameters.

experiment-detailCInspect

Retrieves detailed information for a specific A/B test experiment.

Inputs: experimentId (required).

experiment-listCInspect

Fetches a paginated list of A/B test experiments with search functionality.

Inputs: pageNumber, pageSize, searchKeyword.

in-app-message-detailCInspect

Retrieves detailed information for a specific in-app message.

Inputs: inAppMessageId (required).

in-app-message-listCInspect

Fetches a paginated list of in-app messages with search functionality.

Inputs: pageNumber, pageSize, searchKeyword.

push-message-detailCInspect

Retrieves detailed information for a specific push message.

Inputs: pushMessageId (required).

push-message-listCInspect

Fetches a paginated list of push messages with search functionality.

Inputs: pageNumber, pageSize, searchKeyword.

remote-config-createCInspect

Creates an empty remote config. It is recommended to update an existing RC first if there is an associated RC with the one you want to create since the total number of RC is limited.

Inputs: body (required).

remote-config-detailCInspect

Fetch remote config detail.

Inputs: remoteConfigId (required).

remote-config-listCInspect

Fetch Remote Config list.

Inputs: pageNumber, pageSize, searchKeyword, status.

remote-config-updateCInspect

Updates remote config's content.

Inputs: body (required), remoteConfigId (required).

remote-config-update-descriptionCInspect

Updates remote config's description. The change will be applied to both production and development environment.

Inputs: body (required), remoteConfigId (required).

remote-config-update-user-identifier-criteriaCInspect

Updates remote config's user identifier criteria. The change will be applied to both production and development environment.

Inputs: body (required), remoteConfigId (required).

retention-seriesCInspect

Retrieves time-series data of user retention. Available in daily, weekly, and monthly units.

Inputs: unit (required), date.

stickiness-seriesCInspect

Retrieves time-series data of user stickiness (return visit frequency). Available in weekly and monthly units.

Inputs: unit (required), date.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    B3.2/5.0

    Scored across 19 tools

    Disambiguation4/5

    Most tools have clear distinct purposes targeting specific resources like experiments, messages, remote configs, and analytics. However, there is some overlap between 'analytics-chart-detail' and 'data-report-detail' which could cause confusion as both fetch detail data for visualizations or reports, though they target different underlying data types.

    Naming Consistency5/5

    Tool names follow a highly consistent pattern of 'resource-action' format using kebab-case throughout, such as 'experiment-list', 'remote-config-update', and 'active-user-series'. This predictability makes it easy for agents to understand and navigate the toolset.

    Tool Count4/5

    With 19 tools, the count is slightly high but reasonable for an analytics and A/B testing platform covering multiple domains like experiments, messages, remote configs, and data reports. It might feel a bit heavy, but each tool appears to serve a specific function without obvious redundancy.

    Completeness5/5

    The toolset provides comprehensive CRUD and lifecycle coverage for its domains, including list and detail operations for experiments, messages, remote configs, and data reports, plus create and update tools for remote configs. The inclusion of time-series tools like 'active-user-series' and 'retention-series' adds analytical depth, leaving no obvious gaps for the server's purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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