Hackle

io.github.hackle-io由 GitHub 帳號 hackle-io 發布v1.0.0更新於 Oct 24, 2026

Remote MCP server for the Hackle Admin API: experiments, feature flags, remote config, messaging.

已驗證Streamable HTTP可網頁執行效率與工作流資料與分析

概覽

AI 產生的概覽

面向 Hackle Admin API 的遠端 MCP 伺服器,讓助理檢視 A/B 實驗、訊息、分析圖表與遠端設定。

可以做什麼
  • 分頁搜尋並檢視 A/B 測試實驗清單與詳情
  • 檢視應用程式內訊息與推播訊息的清單與詳情
  • 依日、週、月讀取活躍使用者、留存與黏著度時間序列資料
  • 列出資料報告與分析圖表(漏斗、資料洞察、留存、使用者路徑),並取得圖表詳情以供視覺化
  • 列出並檢視遠端設定,建立或更新遠端設定內容、描述與使用者識別條件
適用情境
適合使用 Hackle 進行實驗與產品分析的團隊,希望助理不必開啟後台就能查詢實驗、訊息、圖表或遠端設定資料,或進行小幅遠端設定調整。
執行需求
透過 streamable HTTP 連線至 mcp.hackle.io 遠端端點,需要 OAuth 驗證。需要既有的 Hackle API key,須向 Hackle 團隊申請取得。遠端伺服器不需安裝 npm 或 Node.js。
安裝前請注意
API key 屬敏感憑證,請勿分享或提交至公開儲存庫。多個工具會寫入資料:建立與更新遠端設定會變更設定,使用者識別條件與描述的更新會同時套用至正式與開發環境。本機 npm 套件已棄用,不再提供新工具。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Hackle,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.hackle-io%2Fhackle-mcp/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "hackle": {
      "type": "http",
      "url": "https://mcp.hackle.io/mcp"
    }
  }
}

README

Hackle MCP Server

[smithery badge]

[!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.

[hackle-mcp MCP server]

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
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

來源:README.md,提交 5ecf4dd

工具

0
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版本歷史

1
  1. v1.0.0最新Sep 16, 2026

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