Hunch

app.hunchsheet由 hunchsheet.app 发布官方发布者v1.1.0更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行数据与分析AI 与机器学习

概览

AI 生成的概览

Hunch 对文本给出校准后的数值判断——是/否概率、从你给定选项中挑选或打分，让助手能排序、筛选和统计结果。

可以做什么
  • 对每段文本回答是/否问题，返回为“是”的概率
  • 从你提供的选项列表中为每段文本选出一项，并给出置信度
  • 按你设定的等级为每段文本打分，返回最可能的等级及置信度
  • 一次调用中对每段文本提出最多 10 个是/否问题
  • 查询剩余额度、在运行任务前获取费用报价，并生成购买额度的结账链接
适用场景
适合需要对线索、客服工单、评论、问卷回答或邮件等成批短文本做统一判断的场景，尤其是需要可排序、可筛选、可统计的数值结果而非自由文本时。
运行要求
远程 Streamable HTTP 端点 hunchsheet.app，无需本地安装包。需要 OAuth 登录或 Authorization bearer 密钥；无密钥试用端点每天可处理十条文本，免费密钥含 100 行。付费额度为 5,000 行 29 美元。
安装前请注意
Authorization 中的 bearer 密钥属于机密，应尽量避免写入文件。付费使用会消耗额度，助手只能返回结账链接、无法代为付款。每次调用中的文本和问题会发送到 Hunch 服务器及 TypeSafe 以计算结果，但不会被存储。它只判断文本，不做算术、计数或日期处理，英文效果最佳。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Hunch，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/app.hunchsheet%2Fhunch/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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.

来源：README.md，提交 e810338

工具

0
该服务器需要登录，因此 SourceWeft 无法在没有账号的情况下读取其工具，也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

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

评分

已满足适用检查项的 85%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具15 分

    请让服务器在无凭据时响应 tools/list，或发布可在沙箱中无凭据启动的软件包。

  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分