The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agentscope Runtime
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework…
Install
pip install agentscope-runtimeInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →[!IMPORTANT]
Archive Notice
With the release of AgentScope 2.0, all capabilities of AgentScope Runtime — including tool sandboxing, Agent-as-a-Service APIs, and full-stack observability — have been natively integrated into AgentScope 2.0.
We recommend all users migrate to AgentScope 2.0 (https://github.com/agentscope-ai/agentscope) for continued updates, new features and community support. This repository will remain available in read-only mode for reference and will be archived soon.
Thank you to everyone who contributed to and used AgentScope Runtime!
AgentScope Runtime: A Production-grade Runtime for Agent Applications
[Cookbook] [Try WebUI] [中文README] [Samples]
Core capabilities:
Tool Sandboxing — tool call runs inside a hardened sandbox
Agent-as-a-Service (AaaS) APIs — expose agents as streaming, production-ready APIs
Scalable Deployment — deploy locally, on Kubernetes, or serverless for elastic scale
Plus
Full-stack observability (logs / traces)
Framework compatibility with mainstream agent frameworks
Table of Contents
[!NOTE]
Recommended reading order:
- I want to run an agent app in 5 minutes: Quick Start (Agent App example) → verify with curl (SSE streaming)
- I care about secure tool execution / automation: Quick Start (Sandbox examples) → sandbox image registry/namespace/tag configuration → (optional) production-grade serverless sandbox deployment
- I want production deployment / expose APIs: Quick Start (Agent App example) → Quick Start (Deployment example) → Guides
- I want to contribute: Contributing → Contact
- News
- Key Features
- Quick Start: From installation to running a minimal Agent API service. Learn the three-stage
AgentAppdevelopment pattern:init/query/shutdown.- Prerequisites: Required runtime environment and dependencies
- Installation: Install from PyPI or from source
- Agent App Example: How to build a streaming (SSE) Agent-as-a-Service API
- Sandbox Example: How to safely execute Python/Shell/GUI/Browser/Filesystem/Mobile tools in an isolated sandbox
- Deployment Example: Learn to deploy with
DeployManagerlocally or in a serverless environment, and access the service via A2A, Response API, or the OpenAI SDK in compatible mode
- Guides: A tutorial site covering AgentScope Runtime concepts, architecture, APIs, and sample projects—helping you move from “it runs” to “scalable and maintainable”.
- Contact
- Contributing
- License
- Contributors
🆕 NEWS
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