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mikerawsonnz avatar

Llm Observability Orchestration

mikerawsonnz/gosce-agents
1 toolsHTTPregistry active
Summary

This is a remote MCP agent that pipes your prompt through LangChain's system and human message chain, runs it against Gemini on Vertex AI, and optionally logs everything to LangSmith for tracing. It's part of the GOSCE portfolio, a collection of production agents that combine OSS packages into capability-scoped services with x402 micropayment metering. You'd reach for this when you want observability on top of your Gemini calls without wiring up LangChain and tracing infrastructure yourself. The agent runs on getvda.ai and speaks standard MCP over streamable HTTP, so you can drop it into Claude Desktop or any MCP client.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
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MCP-ready Email SendingMCP-ready Email Sending
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
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one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
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Tools

Public tool metadata for what this MCP can expose to an agent.

1 tools
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
inputstring
JSON request for this capability (the same body you'd send as an A2A message).

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

AgentCapabilityDocs
Authenticated Multi-LLM Agentoauth-llmREADME · Smithery
Traced LLM Proxytraced-geminiREADME · Smithery
ai.getvda/bcrypt-langchain-core-mcp-25b8f1auth-llmREADME · Smithery
Authenticated LLM Agentauth-llmREADME · Smithery
ai.getvda/bcrypt-python-jose-d0e0d0authREADME · Smithery
Elasticsearch + Redis Stack Generator (Official Image)infra-stackREADME · Smithery
Structured Output MCP Agentstructured-outputREADME · Smithery
Traced Structured Output Agent (Groq)structured-outputREADME · Smithery
ai.getvda/langchain-core-langchain-openai-l-736876langchain-llmREADME · Smithery
LangSmith-Traced LLM Orchestration Agentlangchain-llmREADME · Smithery
MCP-Native LLM Orchestration Agentlangchain-llmREADME · Smithery
LLM Observability & Orchestration Agentlangchain-llmREADME · Smithery
LLM Observability & Orchestration Agent (LangChain Community)langchain-llmREADME · Smithery
GOSCE Portfolio RouterrouterREADME · Smithery
MySQL + Redis Compose Generator (Adminer)composeREADME · Smithery
ai.getvda/anthropic-google-auth-oauthlib-mc-aed9d5oauth-llmREADME · Smithery
ai.getvda/anthropic-lm-format-enforcer-mcp-5364eatraced-geminiREADME · Smithery
Auth Token MCP Traced ServiceauthREADME · Smithery
Authenticated LLM Agent (Cryptography)oauth-llmREADME · Smithery
Authenticated LLM JWT Agentauth-llmREADME · Smithery
Authenticated MCP Agentauth-llmREADME · Smithery
Authenticated MCP Agent (Bcrypt)auth-llmREADME · Smithery
Authenticated MCP Traced Agentauth-llmREADME · Smithery
ai.getvda/bcrypt-cryptography-langchain-cor-027cf2auth-llmREADME · Smithery
Authenticated MCP Agent (Openai)auth-llmREADME · Smithery
ai.getvda/bcrypt-langchain-core-mcp-d0e0d0auth-llmREADME · Smithery
ai.getvda/bcrypt-langchain-core-mcp-dc2f7bauth-llmREADME · Smithery
Auth Token MCP ServiceauthREADME · Smithery
Authenticated LLM Agent (Bcrypt)auth-llmREADME · Smithery
ai.getvda/bcrypt-mcp-openai-3b46a0auth-llmREADME · Smithery
ai.getvda/bcrypt-python-jose-1b8dd0authREADME · Smithery
Postgres + Prometheus + Kafka Stack Generatorinfra-stackREADME · Smithery
Postgres + Kafka Stack Generatorinfra-stackREADME · Smithery
Kafka + Redis + MinIO Stack Generatorinfra-stackREADME · Smithery
Kafka + MinIO + Redis Stack Generatorinfra-stackREADME · Smithery
Postgres + Kafka + Prometheus Stack Generatorinfra-stackREADME · Smithery
Redis + MinIO Stack Generatorinfra-stackREADME · Smithery
Postgres + Prometheus Stack Generatorinfra-stackREADME · Smithery
Authenticated LLM Traced Agentoauth-llmREADME · Smithery
ai.getvda/cryptography-google-auth-oauthlib-7bb152oauth-llmREADME · Smithery
Authenticated LLM Agent (Cryptography)oauth-llmREADME · Smithery
LLM Orchestration JWT Agentlangchain-llmREADME · Smithery
LLM Orchestration Traced Agentlangchain-llmREADME · Smithery
LLM Orchestration Agent (Cryptography)langchain-llmREADME · Smithery
LLM Orchestration MCP Agentlangchain-llmREADME · Smithery
LLM Orchestration Agent (Mcp)langchain-llmREADME · Smithery
Integration Agentdrift-observatoryREADME · Smithery
Elasticsearch + Redis + MySQL Stack Generatorinfra-stackREADME · Smithery
Elasticsearch + Redis Stack Generatorinfra-stackREADME · Smithery
Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)infra-stackREADME · Smithery
FastAPI Auth Token JWT ServiceauthREADME · Smithery
FastAPI Auth Token ServiceauthREADME · Smithery
Authenticated LLM MCP Agentoauth-llmREADME · Smithery
Authenticated LLM MCP Agentoauth-llmREADME · Smithery
Authenticated LLM Agent (Google Auth Oauthlib)oauth-llmREADME · Smithery
Authenticated LLM Agent (Google Auth Oauthlib)oauth-llmREADME · Smithery
Postgres + Grafana Stack Generatorinfra-stackREADME · Smithery
Observable Backend Stack GeneratormonitoringREADME · Smithery
Dynamic Health Monitorhealth-monitorREADME · Smithery
Structured Output Agentstructured-outputREADME · Smithery
LLM Orchestration Agent (Langchain Anthropic)langchain-llmREADME · Smithery
LLM Orchestration Agent (Openai)langchain-llmREADME · Smithery
LLM Orchestration Agent (Langgraph)langchain-llmREADME · Smithery
LLM Orchestration Agent (Langchain Core)langchain-llmREADME · Smithery
LLM Orchestration Observability Agentlangchain-llmREADME · Smithery
LLM Orchestration Agent (Langsmith)langchain-llmREADME · Smithery
LLM Observability & Orchestration Agent (Langchain)langchain-llmREADME · Smithery
LLM Orchestration Agent (Langchain Openai)langchain-llmREADME · Smithery
LLM Orchestration Agent (Langchain)langchain-llmREADME · Smithery
LLM Orchestration Agent 2langchain-llmREADME · Smithery
LLM Orchestration Agentlangchain-llmREADME · Smithery
LLM Orchestration Agent (Opentelemetry Api)langchain-llmREADME · Smithery
LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)langchain-llmREADME · Smithery
LLM Orchestration JWT Agentlangchain-llmREADME · Smithery
Memcached + MongoDB + Redis Compose GeneratorcomposeREADME · Smithery
MinIO + Postgres + Redis Stack Generatorinfra-stackREADME · Smithery
Postgres + MinIO Stack Generatorinfra-stackREADME · Smithery
Redis + MinIO + Postgres Stack Generatorinfra-stackREADME · Smithery
Redis + MinIO Stack Generator (Minio/Minio)infra-stackREADME · Smithery
MySQL + Redis Compose Generator (Nginx)infra-stackREADME · Smithery
MySQL + Redis Compose GeneratorcomposeREADME · Smithery
Nginx + Redis Stack Generatorinfra-stackREADME · Smithery
Postgres + Redis Compose GeneratorcomposeREADME · Smithery
RabbitMQ + Elasticsearch + MongoDB Stack Generatorinfra-stackREADME · Smithery
RabbitMQ + Elasticsearch + MySQL Stack Generatorinfra-stackREADME · Smithery
RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch)infra-stackREADME · Smithery
RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)infra-stackREADME · Smithery
RabbitMQ + Postgres + MongoDB Stack Generatorinfra-stackREADME · Smithery
RabbitMQ + Redis Stack Generatorinfra-stackREADME · Smithery
Structured Output Agentstructured-outputREADME · Smithery
Structured Output Agent (Openai)structured-outputREADME · Smithery
Structured Output MCP Agent (Authlib)structured-outputREADME · Smithery
Structured Output MCP Agent (Cryptography)structured-outputREADME · Smithery
Structured Output MCP Agent (Instructor)structured-outputREADME · Smithery
Structured Output MCP Agent (Langchain Core)structured-outputREADME · Smithery
Structured Output MCP Traced Agentstructured-outputREADME · Smithery
Traced LLM MCP Proxytraced-geminiREADME · Smithery
Traced Multi-LLM Proxytraced-geminiREADME · 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
Featured
CodeRabbit
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Make your agent a DeFi expert
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Capacitor - Shared memory for your team’s coding agents.
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Try For Free →
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Try For Free →
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Get API Key Now →
belt - the only tool your agent needs
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Categories
AI & LLM ToolsMonitoring & Observability
Registryactive
TransportHTTP
UpdatedJun 2, 2026
View on GitHub

More from mikerawsonnz

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