A2A GOSCE Agents
# GOSCE Agents
A portfolio of production **remote MCP + A2A agents** running on [getvda.ai](https://getvda.ai/agents), discovered + quality-assured by the **[GOSCE Portfolio Router](https://router.getvda.ai)**. 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 |
|-------|-----------|------|
| [Authenticated Multi-LLM Agent](./authenticated-multi-llm-agent/) | `oauth-llm` | [README](./authenticated-multi-llm-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-multi-llm-agent) |
| [Traced LLM Proxy](./traced-llm-proxy/) | `traced-gemini` | [README](./traced-llm-proxy/README.md) · [Smithery](https://smithery.ai/servers/a2a/traced-llm-proxy) |
| [ai.getvda/bcrypt-langchain-core-mcp-25b8f1](./authenticated-mcp-agent/) | `auth-llm` | [README](./authenticated-mcp-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-mcp-agent) |
| [Authenticated LLM Agent](./authenticated-llm-agent/) | `auth-llm` | [README](./authenticated-llm-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-agent) |
| [ai.getvda/bcrypt-python-jose-d0e0d0](./auth-token-service/) | `auth` | [README](./auth-token-service/README.md) · [Smithery](https://smithery.ai/servers/a2a/auth-token-service) |
| [Elasticsearch + Redis Stack Generator (Official Image)](./elasticsearch-redis-stack-generator-elasticsearch-elasticsearch/) | `infra-stack` | [README](./elasticsearch-redis-stack-generator-elasticsearch-elasticsearch/README.md) · [Smithery](https://smithery.ai/servers/a2a/elasticsearch-redis-stack-generator-elasticsearch-elasticsearch) |
| [Structured Output MCP Agent](./structured-output-agent/) | `structured-output` | [README](./structured-output-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-agent) |
| [Traced Structured Output Agent (Groq)](./structured-output-agent-c2ddcc/) | `structured-output` | [README](./structured-output-agent-c2ddcc/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-agent-c2ddcc) |
| [ai.getvda/langchain-core-langchain-openai-l-736876](./llm-orchestration-agent/) | `langchain-llm` | [README](./llm-orchestration-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent) |
| [LangSmith-Traced LLM Orchestration Agent](./llm-orchestration-agent-d2feb0/) | `langchain-llm` | [README](./llm-orchestration-agent-d2feb0/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-d2feb0) |
| [MCP-Native LLM Orchestration Agent](./llm-orchestration-agent-2/) | `langchain-llm` | [README](./llm-orchestration-agent-2/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-2) |
| [LLM Observability & Orchestration Agent](./llm-observability-orchestration/) | `langchain-llm` | [README](./llm-observability-orchestration/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-observability-orchestration) |
| [LLM Observability & Orchestration Agent (LangChain Community)](./llm-observability-orchestration-agent-langchain-community/) | `langchain-llm` | [README](./llm-observability-orchestration-agent-langchain-community/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-observability-orchestration-agent-langchain-community) |
| [GOSCE Portfolio Router](./gosce-portfolio-router/) | `router` | [README](./gosce-portfolio-router/README.md) · [Smithery](https://smithery.ai/servers/a2a/gosce-portfolio-router) |
| [MySQL + Redis Compose Generator (Adminer)](./mysql-redis-compose-generator-adminer/) | `compose` | [README](./mysql-redis-compose-generator-adminer/README.md) · [Smithery](https://smithery.ai/servers/a2a/mysql-redis-compose-generator-adminer) |
| [ai.getvda/anthropic-google-auth-oauthlib-mc-aed9d5](./ai-getvda-anthropic-google-auth-oauthlib-mc-aed9d5/) | `oauth-llm` | [README](./ai-getvda-anthropic-google-auth-oauthlib-mc-aed9d5/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-anthropic-google-auth-oauthlib-mc-aed9d5) |
| [ai.getvda/anthropic-lm-format-enforcer-mcp-5364ea](./ai-getvda-anthropic-lm-format-enforcer-mcp-5364ea/) | `traced-gemini` | [README](./ai-getvda-anthropic-lm-format-enforcer-mcp-5364ea/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-anthropic-lm-format-enforcer-mcp-5364ea) |
| [Auth Token MCP Traced Service](./auth-token-mcp-traced-service/) | `auth` | [README](./auth-token-mcp-traced-service/README.md) · [Smithery](https://smithery.ai/servers/a2a/auth-token-mcp-traced-service) |
| [Authenticated LLM Agent (Cryptography)](./authenticated-llm-agent-cryptography/) | `oauth-llm` | [README](./authenticated-llm-agent-cryptography/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-agent-cryptography) |
| [Authenticated LLM JWT Agent](./authenticated-llm-jwt-agent/) | `auth-llm` | [README](./authenticated-llm-jwt-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-jwt-agent) |
| [Authenticated MCP Agent](./authenticated-mcp-agent-aed9d5/) | `auth-llm` | [README](./authenticated-mcp-agent-aed9d5/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-mcp-agent-aed9d5) |
| [Authenticated MCP Agent (Bcrypt)](./authenticated-mcp-agent-bcrypt/) | `auth-llm` | [README](./authenticated-mcp-agent-bcrypt/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-mcp-agent-bcrypt) |
| [Authenticated MCP Traced Agent](./authenticated-mcp-traced-agent/) | `auth-llm` | [README](./authenticated-mcp-traced-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-mcp-traced-agent) |
| [ai.getvda/bcrypt-cryptography-langchain-cor-027cf2](./ai-getvda-bcrypt-cryptography-langchain-cor-027cf2/) | `auth-llm` | [README](./ai-getvda-bcrypt-cryptography-langchain-cor-027cf2/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-bcrypt-cryptography-langchain-cor-027cf2) |
| [Authenticated MCP Agent (Openai)](./authenticated-mcp-agent-openai/) | `auth-llm` | [README](./authenticated-mcp-agent-openai/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-mcp-agent-openai) |
| [ai.getvda/bcrypt-langchain-core-mcp-d0e0d0](./ai-getvda-bcrypt-langchain-core-mcp-d0e0d0/) | `auth-llm` | [README](./ai-getvda-bcrypt-langchain-core-mcp-d0e0d0/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-bcrypt-langchain-core-mcp-d0e0d0) |
| [ai.getvda/bcrypt-langchain-core-mcp-dc2f7b](./ai-getvda-bcrypt-langchain-core-mcp-dc2f7b/) | `auth-llm` | [README](./ai-getvda-bcrypt-langchain-core-mcp-dc2f7b/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-bcrypt-langchain-core-mcp-dc2f7b) |
| [Auth Token MCP Service](./auth-token-mcp-service/) | `auth` | [README](./auth-token-mcp-service/README.md) · [Smithery](https://smithery.ai/servers/a2a/auth-token-mcp-service) |
| [Authenticated LLM Agent (Bcrypt)](./authenticated-llm-agent-bcrypt/) | `auth-llm` | [README](./authenticated-llm-agent-bcrypt/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-agent-bcrypt) |
| [ai.getvda/bcrypt-mcp-openai-3b46a0](./ai-getvda-bcrypt-mcp-openai-3b46a0/) | `auth-llm` | [README](./ai-getvda-bcrypt-mcp-openai-3b46a0/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-bcrypt-mcp-openai-3b46a0) |
| [ai.getvda/bcrypt-python-jose-1b8dd0](./ai-getvda-bcrypt-python-jose-1b8dd0/) | `auth` | [README](./ai-getvda-bcrypt-python-jose-1b8dd0/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-bcrypt-python-jose-1b8dd0) |
| [Postgres + Prometheus + Kafka Stack Generator](./postgres-prometheus-kafka-stack-generator/) | `infra-stack` | [README](./postgres-prometheus-kafka-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/postgres-prometheus-kafka-stack-generator) |
| [Postgres + Kafka Stack Generator](./postgres-kafka-stack-generator/) | `infra-stack` | [README](./postgres-kafka-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/postgres-kafka-stack-generator) |
| [Kafka + Redis + MinIO Stack Generator](./kafka-redis-minio-stack-generator/) | `infra-stack` | [README](./kafka-redis-minio-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/kafka-redis-minio-stack-generator) |
| [Kafka + MinIO + Redis Stack Generator](./kafka-minio-redis-stack-generator/) | `infra-stack` | [README](./kafka-minio-redis-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/kafka-minio-redis-stack-generator) |
| [Postgres + Kafka + Prometheus Stack Generator](./postgres-kafka-prometheus-stack-generator/) | `infra-stack` | [README](./postgres-kafka-prometheus-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/postgres-kafka-prometheus-stack-generator) |
| [Redis + MinIO Stack Generator](./redis-minio-stack-generator/) | `infra-stack` | [README](./redis-minio-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/redis-minio-stack-generator) |
| [Postgres + Prometheus Stack Generator](./postgres-prometheus-stack-generator/) | `infra-stack` | [README](./postgres-prometheus-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/postgres-prometheus-stack-generator) |
| [Authenticated LLM Traced Agent](./authenticated-llm-traced-agent/) | `oauth-llm` | [README](./authenticated-llm-traced-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-traced-agent) |
| [ai.getvda/cryptography-google-auth-oauthlib-7bb152](./ai-getvda-cryptography-google-auth-oauthlib-7bb152/) | `oauth-llm` | [README](./ai-getvda-cryptography-google-auth-oauthlib-7bb152/README.md) · [Smithery](https://smithery.ai/servers/a2a/ai-getvda-cryptography-google-auth-oauthlib-7bb152) |
| [Authenticated LLM Agent (Cryptography)](./authenticated-llm-agent-cryptography-931267/) | `oauth-llm` | [README](./authenticated-llm-agent-cryptography-931267/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-agent-cryptography-931267) |
| [LLM Orchestration JWT Agent](./llm-orchestration-jwt-agent/) | `langchain-llm` | [README](./llm-orchestration-jwt-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-jwt-agent) |
| [LLM Orchestration Traced Agent](./llm-orchestration-traced-agent/) | `langchain-llm` | [README](./llm-orchestration-traced-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-traced-agent) |
| [LLM Orchestration Agent (Cryptography)](./llm-orchestration-agent-cryptography/) | `langchain-llm` | [README](./llm-orchestration-agent-cryptography/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-cryptography) |
| [LLM Orchestration MCP Agent](./llm-orchestration-mcp-agent/) | `langchain-llm` | [README](./llm-orchestration-mcp-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-mcp-agent) |
| [LLM Orchestration Agent (Mcp)](./llm-orchestration-agent-mcp/) | `langchain-llm` | [README](./llm-orchestration-agent-mcp/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-mcp) |
| [Integration Agent](./integration-agent/) | `drift-observatory` | [README](./integration-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/integration-agent) |
| [Elasticsearch + Redis + MySQL Stack Generator](./elasticsearch-redis-mysql-stack-generator/) | `infra-stack` | [README](./elasticsearch-redis-mysql-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/elasticsearch-redis-mysql-stack-generator) |
| [Elasticsearch + Redis Stack Generator](./elasticsearch-redis-stack-generator/) | `infra-stack` | [README](./elasticsearch-redis-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/elasticsearch-redis-stack-generator) |
| [Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)](./elasticsearch-mongodb-redis-stack-generator-elasticsearch-elasticsearch/) | `infra-stack` | [README](./elasticsearch-mongodb-redis-stack-generator-elasticsearch-elasticsearch/README.md) · [Smithery](https://smithery.ai/servers/a2a/elasticsearch-mongodb-redis-stack-generator-elasticsearch-elasticsearch) |
| [FastAPI Auth Token JWT Service](./fastapi-auth-token-jwt-service/) | `auth` | [README](./fastapi-auth-token-jwt-service/README.md) · [Smithery](https://smithery.ai/servers/a2a/fastapi-auth-token-jwt-service) |
| [FastAPI Auth Token Service](./fastapi-auth-token-service/) | `auth` | [README](./fastapi-auth-token-service/README.md) · [Smithery](https://smithery.ai/servers/a2a/fastapi-auth-token-service) |
| [Authenticated LLM MCP Agent](./authenticated-llm-mcp-agent/) | `oauth-llm` | [README](./authenticated-llm-mcp-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-mcp-agent) |
| [Authenticated LLM MCP Agent](./authenticated-llm-mcp-agent-d042fc/) | `oauth-llm` | [README](./authenticated-llm-mcp-agent-d042fc/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-mcp-agent-d042fc) |
| [Authenticated LLM Agent (Google Auth Oauthlib)](./authenticated-llm-agent-google-auth-oauthlib/) | `oauth-llm` | [README](./authenticated-llm-agent-google-auth-oauthlib/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-agent-google-auth-oauthlib) |
| [Authenticated LLM Agent (Google Auth Oauthlib)](./authenticated-llm-agent-google-auth-oauthlib-f0143f/) | `oauth-llm` | [README](./authenticated-llm-agent-google-auth-oauthlib-f0143f/README.md) · [Smithery](https://smithery.ai/servers/a2a/authenticated-llm-agent-google-auth-oauthlib-f0143f) |
| [Postgres + Grafana Stack Generator](./postgres-grafana-stack-generator/) | `infra-stack` | [README](./postgres-grafana-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/postgres-grafana-stack-generator) |
| [Observable Backend Stack Generator](./observable-backend-stack-generator/) | `monitoring` | [README](./observable-backend-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/observable-backend-stack-generator) |
| [Dynamic Health Monitor](./dynamic-health-monitor/) | `health-monitor` | [README](./dynamic-health-monitor/README.md) · [Smithery](https://smithery.ai/servers/a2a/dynamic-health-monitor) |
| [Structured Output Agent](./structured-output-agent-6af681/) | `structured-output` | [README](./structured-output-agent-6af681/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-agent-6af681) |
| [LLM Orchestration Agent (Langchain Anthropic)](./llm-orchestration-agent-langchain-anthropic/) | `langchain-llm` | [README](./llm-orchestration-agent-langchain-anthropic/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-langchain-anthropic) |
| [LLM Orchestration Agent (Openai)](./llm-orchestration-agent-openai/) | `langchain-llm` | [README](./llm-orchestration-agent-openai/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-openai) |
| [LLM Orchestration Agent (Langgraph)](./llm-orchestration-agent-langgraph/) | `langchain-llm` | [README](./llm-orchestration-agent-langgraph/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-langgraph) |
| [LLM Orchestration Agent (Langchain Core)](./llm-orchestration-agent-langchain-core/) | `langchain-llm` | [README](./llm-orchestration-agent-langchain-core/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-langchain-core) |
| [LLM Orchestration Observability Agent](./llm-orchestration-observability-agent/) | `langchain-llm` | [README](./llm-orchestration-observability-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-observability-agent) |
| [LLM Orchestration Agent (Langsmith)](./llm-orchestration-agent-langsmith/) | `langchain-llm` | [README](./llm-orchestration-agent-langsmith/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-langsmith) |
| [LLM Observability & Orchestration Agent (Langchain)](./llm-observability-orchestration-agent-langchain/) | `langchain-llm` | [README](./llm-observability-orchestration-agent-langchain/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-observability-orchestration-agent-langchain) |
| [LLM Orchestration Agent (Langchain Openai)](./llm-orchestration-agent-langchain-openai/) | `langchain-llm` | [README](./llm-orchestration-agent-langchain-openai/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-langchain-openai) |
| [LLM Orchestration Agent (Langchain)](./llm-orchestration-agent-langchain/) | `langchain-llm` | [README](./llm-orchestration-agent-langchain/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-langchain) |
| [LLM Orchestration Agent 2](./llm-orchestration-agent-2-df5979/) | `langchain-llm` | [README](./llm-orchestration-agent-2-df5979/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-2-df5979) |
| [LLM Orchestration Agent](./llm-orchestration-agent-d0a1a1/) | `langchain-llm` | [README](./llm-orchestration-agent-d0a1a1/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-d0a1a1) |
| [LLM Orchestration Agent (Opentelemetry Api)](./llm-orchestration-agent-opentelemetry-api/) | `langchain-llm` | [README](./llm-orchestration-agent-opentelemetry-api/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-opentelemetry-api) |
| [LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)](./llm-orchestration-agent-opentelemetry-instrumentation-fastapi/) | `langchain-llm` | [README](./llm-orchestration-agent-opentelemetry-instrumentation-fastapi/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-agent-opentelemetry-instrumentation-fastapi) |
| [LLM Orchestration JWT Agent](./llm-orchestration-jwt-agent-llm-orch/) | `langchain-llm` | [README](./llm-orchestration-jwt-agent-llm-orch/README.md) · [Smithery](https://smithery.ai/servers/a2a/llm-orchestration-jwt-agent-llm-orch) |
| [Memcached + MongoDB + Redis Compose Generator](./memcached-mongodb-redis-compose-generator/) | `compose` | [README](./memcached-mongodb-redis-compose-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/memcached-mongodb-redis-compose-generator) |
| [MinIO + Postgres + Redis Stack Generator](./minio-postgres-redis-stack-generator/) | `infra-stack` | [README](./minio-postgres-redis-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/minio-postgres-redis-stack-generator) |
| [Postgres + MinIO Stack Generator](./postgres-minio-stack-generator/) | `infra-stack` | [README](./postgres-minio-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/postgres-minio-stack-generator) |
| [Redis + MinIO + Postgres Stack Generator](./redis-minio-postgres-stack-generator/) | `infra-stack` | [README](./redis-minio-postgres-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/redis-minio-postgres-stack-generator) |
| [Redis + MinIO Stack Generator (Minio/Minio)](./redis-minio-stack-generator-minio-minio/) | `infra-stack` | [README](./redis-minio-stack-generator-minio-minio/README.md) · [Smithery](https://smithery.ai/servers/a2a/redis-minio-stack-generator-minio-minio) |
| [MySQL + Redis Compose Generator (Nginx)](./mysql-redis-compose-generator-nginx/) | `infra-stack` | [README](./mysql-redis-compose-generator-nginx/README.md) · [Smithery](https://smithery.ai/servers/a2a/mysql-redis-compose-generator-nginx) |
| [MySQL + Redis Compose Generator](./mysql-redis-compose-generator/) | `compose` | [README](./mysql-redis-compose-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/mysql-redis-compose-generator) |
| [Nats Mysql Redis Stack Generator](./nats-mysql-redis-stack-generator/) | `infra-stack` | [README](./nats-mysql-redis-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/nats-mysql-redis-stack-generator) |
| [Nginx + Redis Stack Generator](./nginx-redis-stack-generator/) | `infra-stack` | [README](./nginx-redis-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/nginx-redis-stack-generator) |
| [Postgres + Redis Compose Generator](./postgres-redis-compose-generator/) | `compose` | [README](./postgres-redis-compose-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/postgres-redis-compose-generator) |
| [RabbitMQ + Elasticsearch + MongoDB Stack Generator](./rabbitmq-elasticsearch-mongodb-stack-generator/) | `infra-stack` | [README](./rabbitmq-elasticsearch-mongodb-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/rabbitmq-elasticsearch-mongodb-stack-generator) |
| [RabbitMQ + Elasticsearch + MySQL Stack Generator](./rabbitmq-elasticsearch-mysql-stack-generator/) | `infra-stack` | [README](./rabbitmq-elasticsearch-mysql-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/rabbitmq-elasticsearch-mysql-stack-generator) |
| [RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch)](./rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearch/) | `infra-stack` | [README](./rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearch/README.md) · [Smithery](https://smithery.ai/servers/a2a/rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearch) |
| [RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)](./rabbitmq-elasticsearch-postgres-stack-generator-mongo/) | `infra-stack` | [README](./rabbitmq-elasticsearch-postgres-stack-generator-mongo/README.md) · [Smithery](https://smithery.ai/servers/a2a/rabbitmq-elasticsearch-postgres-stack-generator-mongo) |
| [RabbitMQ + Postgres + MongoDB Stack Generator](./rabbitmq-postgres-mongodb-stack-generator/) | `infra-stack` | [README](./rabbitmq-postgres-mongodb-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/rabbitmq-postgres-mongodb-stack-generator) |
| [RabbitMQ + Redis Stack Generator](./rabbitmq-redis-stack-generator/) | `infra-stack` | [README](./rabbitmq-redis-stack-generator/README.md) · [Smithery](https://smithery.ai/servers/a2a/rabbitmq-redis-stack-generator) |
| [Structured Output Agent](./structured-output-agent-89bcb0/) | `structured-output` | [README](./structured-output-agent-89bcb0/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-agent-89bcb0) |
| [Structured Output Agent (Openai)](./structured-output-agent-openai/) | `structured-output` | [README](./structured-output-agent-openai/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-agent-openai) |
| [Structured Output MCP Agent (Authlib)](./structured-output-mcp-agent-authlib/) | `structured-output` | [README](./structured-output-mcp-agent-authlib/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-mcp-agent-authlib) |
| [Structured Output MCP Agent (Cryptography)](./structured-output-mcp-agent-cryptography/) | `structured-output` | [README](./structured-output-mcp-agent-cryptography/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-mcp-agent-cryptography) |
| [Structured Output MCP Agent (Instructor)](./structured-output-mcp-agent-instructor/) | `structured-output` | [README](./structured-output-mcp-agent-instructor/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-mcp-agent-instructor) |
| [Structured Output MCP Agent (Langchain Core)](./structured-output-mcp-agent-langchain-core/) | `structured-output` | [README](./structured-output-mcp-agent-langchain-core/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-mcp-agent-langchain-core) |
| [Structured Output MCP Traced Agent](./structured-output-mcp-traced-agent/) | `structured-output` | [README](./structured-output-mcp-traced-agent/README.md) · [Smithery](https://smithery.ai/servers/a2a/structured-output-mcp-traced-agent) |
| [Traced LLM MCP Proxy](./traced-llm-mcp-proxy/) | `traced-gemini` | [README](./traced-llm-mcp-proxy/README.md) · [Smithery](https://smithery.ai/servers/a2a/traced-llm-mcp-proxy) |
| [Traced Multi-LLM Proxy](./traced-multi-llm-proxy/) | `traced-gemini` | [README](./traced-multi-llm-proxy/README.md) · [Smithery](https://smithery.ai/servers/a2a/traced-multi-llm-proxy) |
## Entry point
Query the **[Portfolio Router](https://router.getvda.ai)** 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
TDQS
Scored across 9 tools
Two pairs of tools have identical descriptions (authenticated-llm-agent/authenticated-mcp-agent and llm-observability-orchestration/llm-orchestration-agent), making them nearly indistinguishable. Only the router, auth service, structured output, and traced proxy have clear distinct purposes.
Names use hyphens but no consistent prefix or verb-noun pattern. 'authenticated-llm-agent' vs 'authenticated-mcp-agent' are confusingly similar, and the duplicate pairs exacerbate the inconsistency.
At 9 tools, the count is reasonable for a server focused on LLM agents with authentication and tracing. However, the redundancy makes the effective set smaller, but the raw count is not problematic.
The tool set covers user authentication, LLM calls, and tracing, but has significant gaps: no simple non-authenticated LLM call, no user management, and multiple tools overlap without adding distinct capabilities. The purpose of the server is unclear.