KISS Sorcar: Keep 它简单, Stupid AI General Purpose 智能体框架为 Long Horizon Tasks、AI DiscoveryGitHub 534 ⭐ / 24 Fork，主要使用 Python 开发。访问项目：https://github.com/ksenxx/kiss_ai
项目介绍
KISS Sorcar: Keep 它简单, Stupid AI General Purpose 智能体框架为 Long Horizon Tasks、AI Discovery
核心功能
- [KISS Sorcar vs Claude 代码 vs Cursor](#-kiss-sorcar-vs-claude-代码-vs-cursor) - [What 是 inName](#what-is-in-the-name) - [See It 在动作](#-see-it-in-动作) - [安装](#安装) - [Full install 从源代码](#full-install-from-源代码) - [Python 包 / CLI install](#python-包--cli-install)
使用指南
curl -fsSL https://raw.githubusercontent.com/ksenxx/kiss_ai/main/scripts/install.sh | bash ```
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<details> <summary><strong>Table of Contents</strong></summary>
- [KISS Sorcar vs Claude Code vs Cursor](#-kiss-sorcar-vs-claude-code-vs-cursor) - [What is in the Name](#what-is-in-the-name) - [See It in Action](#-see-it-in-action) - [Installation](#installation) - [Full install from source](#full-install-from-source) - [Python package / CLI install](#python-package--cli-install) - [Configure model access](#configure-model-access) - [VS Code Extension Installation](#vs-code-extension-installation) - [CLI Interface](#cli-interface) - [CLI options](#cli-options) - [Interactive CLI features](#interactive-cli-features) - [`sorcar mcp` subcommand](#sorcar-mcp-subcommand) - [Messaging & Third-Party Agents](#-messaging--third-party-agents) - [Models Supported](#-models-supported) - [Contributing](#-contributing) - [License](#-license) - [Citation](#-citation)
</details>
<div align="center"> <img src="assets/sorcar-main.gif" alt="KISS Sorcar demo" width="100%"> </div>
🆚 KISS Sorcar vs Claude Code vs Cursor
| Capability | KISS Sorcar | Claude Code | Cursor |
|---|---|---|---|
| Interfaces | CLI + VS Code extension + web/mobile app | CLI + mobile app | Custom VS Code |
| AI Discovery | ✅ simply via prompt | ❌ | ❌ |
| GEPA Prompt Optimization | ✅ simply via prompt | ❌ | ❌ |
| Multiple models from multiple vendors in the same task | ✅ Mix OpenAI, Anthropic, Gemini, Together, Z.AI, Moonshot AI, OpenRouter, Claude Code CLI, and Codex CLI | ❌ Anthropic Claude models only | ❌ One model per task |
| Primary focus | ✅ Quality — rigorous review, end-to-end tests | Speed and developer ergonomics | Speed |
| Core Agents # LoC | ~2900 | Unknown | Unknown |
| Models in bundled catalog | 516 across 9 provider categories | Claude family only | Subset chosen by Cursor |
| Bring your own API key / endpoint | ✅ Yes — keys stay on your machine | ✅ Anthropic key | ⚠️ Routed through Cursor backend |
| Open source | ✅ Apache-2.0 | ❌ Proprietary | ❌ Proprietary |
| Price | Free framework; pay only your chosen model provider | Subscription / API usage | Subscription |
| Run on top of Claude Code / Codex CLI | ✅ `cc/` and `codex/` namespaces | N/A | ❌ |
| Messaging and communication channels | ✅ 23 third-party agents, including Slack, Gmail, Phone Control, SMS, and WhatsApp | ⚠️ Slack, mobile Remote Control, and research-preview channels for Telegram, Discord, and iMessage; no documented built-in Gmail, WhatsApp, phone-call, or SMS channel | ⚠️ Slack and Microsoft Teams Cloud Agent integrations; no documented built-in Gmail, WhatsApp, phone-call, or SMS channel |
| Terminal Bench 2.0 score | 62.2% | 58% | 61.7% (Cursor agent) |
What is in the Name
KISS Agent Framework is a deliberately small agent runtime organized around the [KISS principle](https://en.wikipedia.org/wiki/KISS_principle) ("Keep it Simple, Stupid"). The name “Sorcar” pays homage to [P. C. Sorcar](https://en.wikipedia.org/wiki/P._C._Sorcar), the legendary Bengali magician, evoking the idea of an agent that performs feats that appear magical yet are grounded in disciplined engineering. Note: Sorcar also means government in Bengali.
Installation
Full install from source
``` curl -fsSL https://raw.githubusercontent.com/ksenxx/kiss_ai/main/scripts/install.sh | bash ```
The installer targets macOS and Linux on `x86_64`, `aarch64`, and `arm64`. It installs or checks the tools needed to run KISS Sorcar and build/install the VS Code extension.
Python package / CLI install
If you only want the Python package and CLI entry points:
``` pipx install kiss-agent-framework
项目信息
| 项目 | 信息 |
|---|---|
| 项目名称 | ksenxx/kiss_ai |
| Star 数 | 534 |
| Fork 数 | 24 |
| 编程语言 | Python |
| 开源协议 | NOASSERTION |
| 创建时间 | 2026-01-09 |
| 最近更新 | 2026-07-06 |
| 主题标签 | 无 |
项目地址
GitHub 仓库：<https://github.com/ksenxx/kiss_ai>
> 完整 URL：[https://github.com/ksenxx/kiss_ai](https://github.com/ksenxx/kiss_ai)
如需查看完整源码、安装命令、使用示例、API 文档，请直接访问上方项目地址。所有信息均以 GitHub 仓库为准。