Langchain Llm Orchestration Mcp Agent

LLM Orchestration Observability Agent — a remote MCP + A2A agent on getvda.ai.

This agent provides robust observability for your LangChain LLM orchestration. It's designed to execute prompts through a LangChain (system + human) chain using Gemini on Vertex AI, with optional LangSmith tracing for detailed insights. Perfect for developers needing to monitor and debug their generative AI applications.

Built for production, this agent speaks open A2A + MCP protocols, ensuring seamless integration into your existing infrastructure. It's metered via x402 micropayments, with discovery free, offering a transparent and cost-effective solution for advanced LLM observability.

Capabilities

Connect (streamable-http MCP)

{
  "mcpServers": {
    "llm-orchestration-observability-agent": {
      "url": "https://langchain-langchain-community-lan-6e24db.getvda.ai/mcp",
      "transport": "streamable-http"
    }
  }
}

FAQ

How do I connect to this agent?

You can connect to this agent using standard A2A or MCP protocols. Specific connection details and endpoints will be provided upon deployment or discovery.

What's the pricing model for using this agent?

This agent operates on an x402 micropayment model. Discovery of the agent is free, and you only pay for the actual usage of the agent's services as metered by x402.

Can I use this agent with other LLM providers besides Gemini?

Currently, this agent is specifically configured to run prompts through LangChain on Gemini via Vertex AI. Support for other LLM providers is not within its current capabilities.

How do I enable LangSmith tracing?

LangSmith tracing can be optionally enabled when configuring your LangChain execution. The agent will integrate with your existing LangSmith setup if activated.

Links

Agent home · A2A Agent Card · Smithery · Glama · All agents

langchainlangchain-communitylangchain-corelangchain-openailangsmithopenai