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Hunch MCP

by Eddy1919
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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

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.

Related MCP server: jev-mcp

Tools

Tool

Returns

hunch_ask

The probability of yes, 0 to 1, for each text

hunch_pick

One option from your list for each text, with its confidence

hunch_score

A position on your levels (0 to n-1), the most likely level, and its confidence

hunch_multi

One probability per question for each text, up to 10 questions

hunch_balance

Credits left on your key

hunch_quote

Credits and dollars a job needs, before you run it. Free, no key needed

hunch_buy_credits

A checkout link for the person to open. The assistant cannot pay for them

hunch_get_key

Keyless /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:

Command

Writes 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:

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

Gemini CLI

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.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

Related MCP Connectors

Related MCP Servers

  • jev-mcp

    blakestone-x
    A
    license
    A
    quality
    D
    maintenance
    Enables agents to perform typed judgments—classify, score, check, match, and screen—over closed answer sets with confidence scores, without text generation.
    7
    25
    MIT

  • jev-mcp

    rashedInt32
    A
    license
    A
    quality
    B
    maintenance
    Enables typed, calibrated judgment calls through classify, score, check, and batched ask tools, each returning full probability distributions for programmatic decisions.
    5
    317 npm
    7
    MIT

  • jev

    nandansrikrishna
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables agents to evaluate single records or batches with dynamically authored typed questions, returning structured decisions and probabilities.
    MIT