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Kimi K3 + Cuiar

Sixty listings in, one clean CSV out.

  • ~/.kimi-code/mcp.json
  • /mcp-config login
  • Files in one --folder
Set it up Get Cuiar

Kimi Code runs K3 with a context of one million tokens, so long pages and big tables fit. Cuiar collects the rows from marketplaces and supplier portals in your own signed-in workspaces.

The files land in one folder. Kimi cleans them, compares them with last week and draws the chart.

A table fills row by row with listings from three shops: title, price and rating. Next to it, a bar chart of the price spread grows, and the file name pour-over.csv shows 60 rows.

Setup

Add Cuiar to Kimi Code.

Kimi Code runs on your computer, next to the Cuiar app.

  1. 1

    Install Kimi Code

    Then start kimi and run /login. Homebrew and npm also work.

    curl -fsSL https://code.kimi.com/kimi-code/install.sh | bash
  2. 2

    Add the server

    Or run /mcp-config in kimi. An entry with url and no transport is streamable HTTP.

    ~/.kimi-code/mcp.json
    {
  "mcpServers": {
    "cuiar": { "url": "https://mcp.cuiar.com/mcp" }
  }
}
  3. 3

    Sign in

    Run this in kimi and approve on cuiar.com. /mcp shows the status.

    /mcp-config login cuiar
  4. 4

    Ask

    List my Cuiar workspaces.

Other ways to connect

  • An API key

    export CUIAR_API_KEY=cuiar_... with a key that has the mcp scope.

    ~/.kimi-code/mcp.json
    {
  "mcpServers": {
    "cuiar": {
      "url": "https://mcp.cuiar.com/mcp",
      "bearerTokenEnvVar": "CUIAR_API_KEY"
    }
  }
}

  • Local stdio

    Needs the Cuiar CLI, signed in.

    ~/.kimi-code/mcp.json
    {
  "mcpServers": {
    "cuiar": { "command": "cuiar", "args": ["mcp"] }
  }
}

  • kimi.com and Kimi Work

    kimi.com has no custom MCP servers. Kimi Work's Plugin Builder makes a plugin from an MCP URL; its sign-in to Cuiar is not tested.

Route

Kimi reads, Cuiar collects.

Kimi's own MCP calls use no Cuiar credits, and its context holds the long page text. For bulk runs, the CLI with --folder puts every file in one place.

Remote MCPmcp.cuiar.com/mcp
Best fit
OAuth with /mcp-config login, or bearerTokenEnvVar.
Local MCPcuiar mcp
Works
cuiar mcp with the CLI signed in.
CLIcuiar exec
Works
The Bash tool runs cuiar run --folder ./data.
Routineson a schedule
Works
Kimi Code's cron jobs end with the session and after 7 days. A Cuiar routine keeps a daily check going.

Example tasks

Data from signed-in pages

  • 01

    Collect listings

    cuiar run --workspace shop-research --folder ~/data \
  "Collect the first 60 listings for ceramic pour-over coffee set on Amazon.de, Etsy and Otto: title, price, rating, review count, seller and URL. Save pour-over.csv."

    Kimi then cleans the file and charts the price spread.

  • 02

    Compare supplier prices

    “In my Purchasing workspace, sign in to our four supplier portals. Read the unit price, minimum order and lead time for each SKU in skus.csv. Show what changed since last week's file.”

    Run it with --permission read-only.

  • 03

    Match two languages

    “For our 12 best-selling products, open the English and the German product page. Compare price, specs, image count and shipping text, and list each mismatch with both URLs.”

  • 04

    Find figures for a deck

    cuiar --odyssey --permission read-only "Find the 2023 to 2026 market size, growth and top-5 brand share for European specialty coffee equipment, each with a source link."

    Kimi turns the figures into a 6-slide outline. Odyssey is on Pro and Team.

  • 05

    Check listing health

    cuiar routines create "Listing health" --schedule "0 6 * * *" --time-zone Asia/Shanghai \
  "Check our 30 listings on Amazon, eBay and Zalando. Report any that are not live, out of stock or without the buy box."

Good to know

K3 and K3.1
Moonshot lists K3 as the previous generation and kimi-k3.1-pro as the current model. Kimi Code runs both.
Headless
kimi -p runs with auto permissions. Project MCP servers stay off until you trust the folder with KIMI_CODE_TRUST_WORKSPACE=1.
The old CLI
kimi mcp add exists only in the archived Python kimi-cli. Kimi Code uses mcp.json or /mcp-config.

Templates to run from Kimi K3

All templates

Each template page shows the run_task or create_routine call to give Kimi K3.

  • Engineering

    Check web pages for accessibility problems

    WCAG 2.2 AA problems on each page, with the element, the rule and a fix, the blockers first.

    You start it: When you start it
    • Any website
    • Google Docs

  • EngineeringAsks first

    Triage new errors in Sentry

    New and returning errors since the last run, with users affected, the suspect commit and draft issues.

    On a schedule: Every weekday at 9:00
    • Sentry
    • Linear

  • Engineering

    Find the cause of a jump in your cloud bill

    This month's cost per service against last month, with the resources that grew the most.

    You start it: When you start it
    • Any admin panel
    • Google Sheets

  • Engineering

    Find why a deploy failed

    The error from the build log, the change that caused it and a suggested fix, sent when a deploy fails.

    On an event: When a deploy fails in Vercel
    • Vercel
    • GitHub

  • Engineering

    Search for fixes to an error message

    Known causes and fixes for your error from forums, issues and docs, ranked by how well they match.

    You start it: When you start it
    • Stack Overflow
    • GitHub
    • Any forum

  • Data

    Fill in each new row of a sheet

    The missing fields from official sources, with a source link for each value.

    On an event: When a row is added to the sheet
    • Google Sheets

More agents

All AI agents

Start on the Free plan.

The MCP server, the vault and unlimited routines are free. Steps that your own agent takes use no Cuiar credits.

Get CuiarDeveloper docs