Langchain Llm Orchestration Mcp Agent

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

This production-ready LLM orchestration observability agent empowers developers to run prompts through LangChain (system + human) chains, leveraging Gemini on Vertex AI. It's designed for seamless integration and robust monitoring of your generative AI applications.

Speaking open A2A and MCP protocols, this agent offers discovery-free operation, metered via x402 micropayments. It provides essential visibility into your LangChain workflows without proprietary lock-in.

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?

The agent speaks standard A2A and MCP protocols. You can connect using any compatible client or SDK that supports these open standards.

What is the pricing model for using this agent?

This agent is metered via x402 micropayments. You pay only for the resources consumed during prompt execution, ensuring a discovery-free and cost-effective solution.

Can I use this agent with other LLMs besides Gemini on Vertex AI?

No, this specific agent is configured to utilize Gemini on Vertex AI for its LLM operations, leveraging `langchain-openai` for its integration.

How does LangSmith tracing work with this agent?

When enabled, LangSmith tracing captures detailed execution logs and traces of your LangChain prompts, providing deep insights into chain performance and debugging capabilities.

Links

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

langchainlangchain-communitylangchain-corelangchain-openailangsmithopenai