Awesome GitHub RepositoriesAgent Graph Packaging

Deepagents is an LLM agent orchestration platform and stateful application server designed for deploying and managing AI agents built with computational graphs. It provides a containerized runtime environment that handles agent execution, state persistence, and the versioning of AI assistants. The platform distinguishes itself through deep integration with the Model Context Protocol, allowing agents to function as servers that expose tools and capabilities to external clients. It features a sophisticated observability suite for capturing execution traces, performing LLM-based evaluations agai

This project provides a translation layer and set of adapters designed to bridge AI agents with the Model Context Protocol. It functions as an integration layer that allows agents to operate as protocol-compliant servers and enables the conversion of protocol-based tools into formats compatible with agent frameworks and logic graphs. The adapters facilitate tool interoperability by wrapping external protocol tools for use within agent workflows and exposing internal agent capabilities to any client implementing the Model Context Protocol. This creates a communication bridge that supports inte

Sandbox Agent 是一个旨在管理、保护和编排自主编码助手的平台。它提供了一个标准化的基础设施，用于在隔离的、容器化的环境中执行不受信任的代码并管理代理生命周期。通过将代理执行与客户端连接解耦，该平台确保会话状态在进程重启和网络中断期间保持持久。 该项目通过基于能力的安全性模型脱颖而出，该模型对工具使用强制执行细粒度的权限检查，确保自主进程在定义的边界内运行。它将多样化的代理命令转换为通用的网络接口，允许跨不同的开发环境进行一致的控制和通信。这种架构支持本地和云端部署，能够在保持代理交互统一协议的同时扩展执行环境。 除了核心编排外，该平台还包括全面的监控和可观测性工具，例如实时事件流、会话记录持久化和调试接口。它还为开发工作流提供广泛支持，包括进程管理、凭据处理以及通过命令行和程序化 API 进行的多接口访问。 该软件作为轻量级二进制文件分发，与常见的基础设施提供商集成，以促进快速部署和远程开发连接。