Integration Overview

This section collects the AgentScope Java extensions that connect to third-party systems and ecosystem services. Each extension is an independent Maven module under agentscope-extensions/ — pull in only what you need.

The extensions are grouped by topic:

Model Providers

All model providers have moved to independent model extension modules, while agentscope-core keeps only the shared model contracts. See Model for the full creation paths, Spring Boot setup, formatters, credentials, and advanced registry behavior.

Provider	Maven artifact	ModelRegistry id	Standard environment variable	Docs
OpenAI	agentscope-extensions-model-openai	openai:<model>	OPENAI_API_KEY	OpenAI
DashScope	agentscope-extensions-model-dashscope	dashscope:<model> / qwen*	DASHSCOPE_API_KEY	DashScope
Gemini	agentscope-extensions-model-gemini	gemini:<model>	GEMINI_API_KEY	Gemini
Anthropic	agentscope-extensions-model-anthropic	anthropic:<model>	ANTHROPIC_API_KEY	Anthropic
Ollama	agentscope-extensions-model-ollama	ollama:<model>	OLLAMA_BASE_URL optional	Ollama

Note

agentscope-extensions-model-e2e-tests is a repository test module, not a user-facing model integration dependency.

Distributed Storage (Distributed Store)

Full-stack distributed storage components for multi-replica production deployments. Configure agent state, workspace filesystem, sandbox snapshots, and concurrency locks with a single DistributedStore.

• Distributed Storage Overview — DistributedStore API, capability matrix, mixed stores

• Redis — AgentStateStore + BaseStore + SandboxSnapshotSpec + SandboxExecutionGuard

• MySQL / JDBC — AgentStateStore + JdbcStore + JdbcSnapshotSpec + JdbcSandboxExecutionGuard

• Alibaba Cloud OSS — AgentStateStore + OssBaseStore + OssSnapshotSpec

Sandbox Execution Environments

Isolated code execution stores. Docker is built-in; the rest are standalone extension modules.

• Docker — built-in default, no extra dependency

• Kubernetes — agentscope-extensions-sandbox-kubernetes

• AgentRun (Alibaba Cloud) — agentscope-extensions-sandbox-agentrun

• Daytona — agentscope-extensions-sandbox-daytona

• E2B — agentscope-extensions-sandbox-e2b

Memory

Persist user preferences and facts across sessions. All implementations satisfy the LongTermMemory interface.

• Mem0

• Bailian Memory

• ReMe

RAG Knowledge Base

Plug different retrieval stores behind the unified Knowledge interface.

• Simple (DIY embedding + vector store)

• Bailian Knowledge

• Dify

• HayStack

• RAGFlow

Skill Repository

Multiple storage implementations of AgentSkillRepository.

• Git Skill Repository

• MySQL Skill Repository

• PostgreSQL Skill Repository

• See also Nacos Skill Repository

Channel Adapters

Connect your Agent to messaging platforms through the Harness Channel interface.

• DingTalk

• Feishu / Lark

• GitHub

• GitLab

• WeCom

Agent Protocols

Standardized ways for the Agent to talk to the outside world.

• A2A (Agent-to-Agent)

• AG-UI

• Agent Protocol

Infrastructure / Middleware

Plug Agents into your enterprise infrastructure.

• Higress AI Gateway

• Nacos

• Scheduler (Quartz / XXL-Job)

Ecosystem

Runtime, language, debugging, and training extensions.

• Chat Completions Web

• AgentScope Studio

• Online Training

Note

For Spring Boot users, most of the above extensions ship a matching agentscope-spring-boot-starter-* for one-line integration that removes the manual wiring.