Integrations

AgentVM works with any AI framework. Adapters produce plain objects matching each framework's tool interface — zero framework dependencies.

Supported Frameworks

Framework	Adapter	What You Get
LangChain.js	toLangChainTools() + toLangChainMemory()	Tools + persistent memory
Vercel AI SDK	toAISDKTools() + createUsageTracker()	Tools + token tracking
OpenAI	toOpenAITools()	Function calling format
Anthropic	toAnthropicTools()	Tool use format
MCP	serveMCP()	Expose tools to Claude Desktop, Cursor
Any framework	createToolExecutor()	Generic tool executor

Architecture

Your App
  ↓
Framework (LangChain / AI SDK / raw API)
  ↓
AgentVM Adapters (plain objects, zero deps)
  ↓
AgentVM Kernel (tools, memory, permissions, rate limiting)
  ↓
Storage Backend (InMemory / SQLite)

All adapters are in @llmhut/agentvm — no extra packages needed.

For a first-class LangChain integration with BaseToolkit and BaseMemory subclasses, see the separate @llmhut/langchain-agentvm package.