io.github.mikerawsonnz/llm-observability-orchestration

Official1 tool

by mikerawsonnz · Python

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

Run LangChain prompts over Gemini on Vertex AI with optional observability logging.

Topics

a2aagentmcpmcp-servermodel-context-protocolneverminedx402ai-agentsgeminillm

README.md10 KBView on GitHub

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

Agent	Capability	Docs
Structured Output MCP Agent	`structured-output`	README · Smithery
Traced LLM Proxy	`traced-gemini`	README · Smithery
Authenticated Multi-LLM Agent	`oauth-llm`	README · Smithery
FastAPI Auth Token Service	`auth`	README · Smithery
LLM Orchestration Agent	`langchain-llm`	README · Smithery
LLM Observability & Orchestration Agent	`langchain-llm`	README · Smithery
Authenticated LLM Agent	`auth-llm`	README · Smithery
Authenticated MCP Agent	`auth-llm`	README · Smithery
GOSCE Portfolio Router	`router`	README · Smithery
LLM Observability & Orchestration Agent (Langchain)	`langchain-llm`	README · Smithery
Postgres + Redis Compose Generator	`compose`	README · Smithery
Observable Backend Stack Generator	`monitoring`	README · Smithery
Authenticated LLM Traced Agent	`oauth-llm`	README · Smithery
MySQL + Redis Compose Generator	`compose`	README · Smithery
MySQL + Redis Compose Generator (Adminer)	`compose`	README · Smithery
LLM Orchestration Traced Agent	`langchain-llm`	README · Smithery
Memcached + MongoDB + Redis Compose Generator	`compose`	README · Smithery
LLM Orchestration MCP Agent	`langchain-llm`	README · Smithery
MySQL + Redis Compose Generator (Nginx)	`infra-stack`	README · Smithery
Postgres + Kafka + Prometheus Stack Generator	`infra-stack`	README · Smithery
Kafka + MinIO + Redis Stack Generator	`infra-stack`	README · Smithery
Postgres + Kafka Stack Generator	`infra-stack`	README · Smithery
Postgres + Prometheus Stack Generator	`infra-stack`	README · Smithery
Postgres + Prometheus + Kafka Stack Generator	`infra-stack`	README · Smithery
Redis + MinIO Stack Generator	`infra-stack`	README · Smithery
Kafka + Redis + MinIO Stack Generator	`infra-stack`	README · Smithery
Redis + MinIO + Postgres Stack Generator	`infra-stack`	README · Smithery
MinIO + Postgres + Redis Stack Generator	`infra-stack`	README · Smithery
Redis + MinIO Stack Generator (Minio/Minio)	`infra-stack`	README · Smithery
Postgres + MinIO Stack Generator	`infra-stack`	README · Smithery
RabbitMQ + Redis Stack Generator	`infra-stack`	README · Smithery
Postgres + Grafana Stack Generator	`infra-stack`	README · Smithery
Authenticated MCP JWT Agent	`auth-llm`	README · Smithery
Traced LLM MCP Proxy	`traced-gemini`	README · Smithery
LLM Orchestration JWT Agent	`langchain-llm`	README · Smithery
LLM Orchestration Agent (Cryptography)	`langchain-llm`	README · Smithery
Authenticated MCP Traced Agent	`auth-llm`	README · Smithery
Authenticated LLM OAuth Agent	`oauth-llm`	README · Smithery
Authenticated MCP Agent (Bcrypt)	`auth-llm`	README · Smithery
Authenticated LLM MCP Agent	`oauth-llm`	README · Smithery

Entry point

Query the Portfolio Router for any capability — it returns the matching verified agent's endpoint, Agent Card, and a real example output from its own health probe.

Portfolio: https://getvda.ai/agents
Router: https://router.getvda.ai

Install

claude_desktop_config.json

{
  "mcpServers": {
    "llm-observability-orchestration": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://langchain-core-langsmith-openai-8c02f9.getvda.ai/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

Topics

invoke

GOSCE Agents

Agents

Entry point

Install