Hunch

app.hunchsheet由 hunchsheet.app 發布官方發布者v1.1.0更新於 Oct 24, 2026

Calibrated judgments for text: yes/no probabilities, picks from your options, or scores.

已驗證Streamable HTTP可網頁執行資料與分析AI 與機器學習

概覽

AI 產生的概覽

Hunch 對文字給出校準後的數值判斷——是／否機率、從你提供的選項中挑選或評分，讓助理能排序、篩選與計數結果。

可以做什麼
  • 針對每段文字回答是／否問題，回傳答案為「是」的機率
  • 從你提供的選項清單中為每段文字挑出一項，並附上信心程度
  • 依你設定的等級為每段文字評分，回傳最可能的等級與信心程度
  • 在一次呼叫中對每段文字提出最多 10 個是／否問題
  • 查詢剩餘額度、在執行工作前取得費用報價，並產生購買額度的結帳連結
適用情境
適合需要對名單、客服工單、評論、問卷回答或電子郵件等成批短文字做一致判斷的情境，尤其是需要可排序、可篩選、可計數的數值結果，而非自由文字時。
執行需求
遠端 Streamable HTTP 端點 hunchsheet.app，不需本機套件。需要 OAuth 登入或 Authorization 的 bearer 金鑰；免金鑰的試用端點每天可處理十段文字，免費金鑰含 100 列。付費額度為 5,000 列 29 美元。
安裝前請注意
Authorization 中的 bearer 金鑰屬於機密，應盡量避免寫入檔案。付費使用會消耗額度，助理只能回傳結帳連結、無法代為付款。每次呼叫中的文字與問題會傳送到 Hunch 伺服器及 TypeSafe 以計算結果，但不會被儲存。它只判斷文字，不做算術、計數或日期處理，英文效果最佳。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Hunch，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/app.hunchsheet%2Fhunch/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": {
    "hunch": {
      "type": "http",
      "url": "https://hunchsheet.app/mcp"
    }
  }
}

README

Hunch MCP

Hunch gives your AI assistant calibrated judgments about text. For each text you send, it returns the probability that the answer to a yes/no question is yes, one option from your own list, a score on your own scale, or several yes/no answers at once. The answers come from Jev, TypeSafe's System One model, which returns numbers instead of generated text, so your assistant can sort, filter and count them.

The server is hosted at https://hunchsheet.app/mcp (Streamable HTTP). This repo holds the install files for Claude Code and Gemini CLI. Setup for Claude, ChatGPT, Cursor and VS Code is at hunchsheet.app/connectors.

Any agent, one line

bash
npx add-mcp https://hunchsheet.app/mcp -y

That adds the server to every agent it finds on your machine (Claude Code, Cursor, VS Code, Codex, Gemini CLI and more). Sign in when the agent asks, or press Start with 100 free rows on the sign-in page: no email, no card. To try Hunch with no account at all, use https://hunchsheet.app/mcp/try instead: ten texts a day are free. Install lines for each client: hunchsheet.app/install. How agents use it: hunchsheet.app/agents.

Tools

ToolReturns
hunch_askThe probability of yes, 0 to 1, for each text
hunch_pickOne option from your list for each text, with its confidence
hunch_scoreA position on your levels (0 to n-1), the most likely level, and its confidence
hunch_multiOne probability per question for each text, up to 10 questions
hunch_balanceCredits left on your key
hunch_quoteCredits and dollars a job needs, before you run it. Free, no key needed
hunch_buy_creditsA checkout link for the person to open. The assistant cannot pay for them
hunch_get_keyKeyless /mcp/try connection only: a key with 100 free rows, no email

Good for leads, support tickets, reviews, survey answers, emails and any list of short texts you want judged the same way. It judges text only: no arithmetic, counting or dates. English works best. Put the definition inside the question, for example "Can this person approve a software purchase without asking someone else?" instead of "Is this a decision maker?".

Get a key

The form at hunchsheet.app emails a key with 100 free rows. No inbox? The sign-in page has a free-rows button, and an agent can call hunch_get_key on /mcp/try. After that, 5,000 rows cost $29 and credits never expire. One credit per answered text per question. Blank texts and repeats in the same call are free.

Claude Code

/plugin marketplace add Eddy1919/hunch-mcp/plugin install hunch@hunch-mcp

Then run /mcp, pick hunch and choose Authenticate. A hunchsheet.app page opens in your browser: paste your key and click Connect. The key never goes into a file, and Claude Code renews the sign-in on its own.

The plugin adds the server, a skill that tells Claude when to use each tool, and three commands for CSV files:

CommandWrites back, for each row
/hunch:hunch-check <file.csv> <column> <yes/no question>The probability of yes
/hunch:hunch-tag <file.csv> <column> <label1,label2,...> [question]One of your labels, with its confidence
/hunch:hunch-score <file.csv> <column> <question> <level1,...,levelN>A level from your scale, with its confidence

For scripts or CI where no browser is available, add the server with the key in a header instead of installing the plugin:

bash
claude mcp add --transport http hunch https://hunchsheet.app/mcp --header "Authorization: Bearer hunch_your_key_here"

Gemini CLI

bash
gemini extensions install https://github.com/Eddy1919/hunch-mcp

Gemini CLI asks for your key during install and stores it as a sensitive setting.

Claude, ChatGPT, Cursor and VS Code

  • Claude (claude.ai and Claude Desktop): add a custom connector with the URL https://hunchsheet.app/mcp, then sign in with your key when Claude opens Hunch's page.
  • ChatGPT: in developer mode, create a connector with the same URL and sign in the same way.
  • Cursor and VS Code: one-click install buttons on hunchsheet.app/connectors.

Data

The texts and question in a tool call go to the Hunch server and to TypeSafe to compute the answer, and are not stored. Details at hunchsheet.app/privacy.

License

The files in this repo are MIT licensed. The Hunch service has its own terms.

來源：README.md，提交 e810338

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

2
  1. v1.1.0最新Sep 30, 2026
  2. v1.0.0Sep 28, 2026

評分

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