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Spring AI

 »  AI Agents  »  Framework  »  Spring AI  URL Share on

 Repository  8,300  2,400

Bringing AI engineering to Java/Spring ecosystem with Spring Boot patterns

java spring-boot enterprise mcp vector-stores type-safe multi-agent
Framework Hybrid Stable Maintained
 Website Repository Docs

Key Features

Multi-Agent
Single Agent
Human-in-the-Loop
Streaming
Async Support
Type Safe
Short-Term Memory
Long-Term Memory
Shared Memory
Plugin System
Custom Tools
MCP Protocol
A2A Protocol
Code Execution
Web Browsing
File System Access
Sandboxing
Guardrails
Structured Output
DAG Workflows
Visual Builder
CLI
API Server
Self-Hosted
Cloud Hosted

Community Feedback

Strengths

  • Natural fit for Java/Spring teams
  • Excellent MCP support for Java
  • Comprehensive vector store support
  • Rapid growth

Weaknesses

  • Java-only
  • Newer than Python alternatives
  • Enterprise features still maturing
  • Smaller community than Python frameworks

Spring AI Details

OrganizationVMware/Broadcom (Spring)
Organization TypeCompany
FundingPublic
CategoryFramework
SubcategoryOrchestration
DeploymentHybrid
Primary LanguageJava
RuntimeJVM 17+, Spring Boot 3+
LicenseApache-2.0
Commercial UsePermissive
Install Commandadd spring-ai-starter dependency
GitHub Stars8,300
GitHub Forks2,400
Release CadenceMonthly
MaturityStable
Pricing ModelFree
Free TierFully open-source Apache-2.0
Self-Hosted FreeYes
Cost Modelfree + LLM costs
Community SizeMedium (8.3k stars)
Community ActivityVery active
SentimentPositive
GPU RequiredNo
ConfidenceHigh
Research Date2026-03-24
LLM ProvidersOpenAI, Anthropic, Google, Ollama, Azure, AWS Bedrock, Mistral, HuggingFace
API Keys RequiredLLM provider API key

Use Cases

Similar Tools

Semantic KernelSpring AI Java/Spring-native, SK multi-language
LangChainSpring AI for Java, LangChain for Python

When to Use

Best for: Java/Spring teams adding AI capabilities to enterprise applications

Avoid when: Python-first team or need maximum community/integrations

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