Secure action runtime for AI agents

Turn APIs and apps into secure CLI tools for agents.

REST APIs, CLI tools, macOS apps — one YAML, one command. Credentials never enter the agent process. Cuts agent token usage by up to 90%.

bash

curl -fsSL https://kimbap.sh/install.sh | bash

Open quick start →Browse docs View on GitHub

Get to your first CLI call quickly

Install

bash

curl -fsSL https://kimbap.sh/install.sh | bash

Initialize
bash
```
kimbap init --services select
```

Call

bash

geosearch --name "San Francisco"
weather --latitude 37.7749 --longitude -122.4194

Connect your AI agent

bash

kimbap agents setup

Detects installed agents, generates SKILL.md per service, and installs them into each agent's config.

Works with Claude Code, OpenCode, Codex, Cursor, and any agent that can run a CLI command.

Token-efficient by default

Declare a response.filter in your manifest to strip API noise before it reaches the agent — 83–94% smaller on GitHub, Slack, and Notion. Learn more →

Turn your API into a CLI

Define your API endpoints in YAML. Kimbap turns them into CLI commands.

Your API

http

GET /v1/services/{service}/deployments
Authorization: Bearer <token>

Define it in YAML

yaml

name: inventory-api
version: 1.0.0
aliases: [inventory]
base_url: https://api.internal.company.com/v1
auth:
  type: bearer
  credential_ref: inventory_api.token
actions:
  list-items:
    aliases: [items]
    method: GET
    path: /warehouses/{warehouse}/items
    params:
      warehouse:
        required: true
    risk:
      level: low

Install the service

bash

kimbap service install inventory-api.yaml

Run as a direct CLI command
bash
```
items --warehouse seoul
```
Then run it like a native CLI command.

Documentation

Keep the homepage minimal, and use the docs for full details: installation, CLI reference, service development, architecture, security, deployment, and API contracts.

Quick Start Installation CLI Reference Service Development Output Filtering Architecture Security Deployment HTTP API