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Llm Orchestration Agent

mikerawsonnz/gosce-agents

This is a LangChain wrapper that sends your prompt through a system plus human message chain to Gemini on Google's Vertex AI. It's part of the GOSCE Agents portfolio, a collection of automatically generated remote MCP servers that combine open source packages into metered, capability-scoped agents. The server runs as a remote endpoint over streamable HTTP and includes optional LangSmith tracing if you want observability on your chain execution. Reach for it when you need to delegate LLM orchestration to a hosted service rather than managing LangChain dependencies locally, or when you're working in the GOSCE ecosystem and want a traced Gemini proxy with micropayment metering already wired up.

tools
2
transport
HTTP
last updated
Jun 2, 2026
View on GitHub

Install

From registry metadata
$ npx add-mcp https://langchain-core-langchain-openai-l-736876.getvda.ai/mcp --name llm-orchestration-agent

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http llm-orchestration-agent https://langchain-core-langchain-openai-l-736876.getvda.ai/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 2 tools

Verified live against the running server on Nov 6, 2026.

invokeRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.1 params

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.

Parameters* required
input*string
JSON request for this capability (the same body you'd send as an A2A message).
selftestFREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card, JWKS, governance/licence chain, safety posture) with a proof link for every claim. In...

FREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card, JWKS, governance/licence chain, safety posture) with a proof link for every claim. In...

No parameters. Call it with no arguments.

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Readme

GOSCE Agents

A portfolio of production remote MCP + A2A agents running on getvda.ai, discovered + quality-assured by the GOSCE Portfolio Router. Each agent is capability-scoped, speaks open A2A + MCP, and is metered with Nevermined x402 micropayments (discovery is free).

Generated by GOSCE (GitHub Open-Source Combination Engine) — an automated pipeline that mines the OSS dependency graph for monetizable package combinations and deploys each as a verified agent.

Agents

View the full README on GitHub

Details

Repository
github.com/mikerawsonnz/gosce-agents
Website
langchain-core-langchain-openai-l-736876.getvda.ai
Category
AI & LLM Tools
Transport
HTTP
Registry
MCP registry, active
Tools verified
Nov 6, 2026

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