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AI AgentEN

LangGraph Agent Framework

Deploy a stateful LangGraph agent with MCP tools pre-wired to Willform. Build complex agent workflows with branching, loops, and persistent state.

What You Get

  • ✓A Python worker running LangGraph with your custom graph definition
  • ✓MCP endpoint pre-configured — agents call Willform's 42 tools out of the box
  • ✓A2A endpoint for inter-agent messaging
  • ✓Persistent volume for graph state and checkpointing
  • ✓Compatible with OpenAI, Anthropic, and any LangChain-supported model

Prerequisites

VariableHow to GetPurpose
YOUR_OPENAI_API_KEYCreate at OpenAI PlatformLLM inference for LangGraph nodes
YOUR_ANTHROPIC_API_KEYCreate at Anthropic ConsoleLLM inference — Claude models. Leave blank if not using.
YOUR_WILLFORM_API_KEYDashboard > Settings > API Keys at agent.willform.aiAuthenticates MCP tool calls to Willform

Deploy to Namespace

LLM inference for LangGraph nodes

LLM inference — Claude models. Leave blank if not using.

Authenticates MCP tool calls to Willform

Tags:langgraphlangchaingraphaimcppython