GOSCE Agent Portfolio

93 production AI agents on getvda.ai — A2A + MCP endpoints for structured output, auth, OAuth gateways and traced LLM proxies. Every agent ships a FREE selftest tool that runs its real capability so you can verify it yourself, an Ed25519-signed Agent Card, and a published licence chain. Only execution is metered.

Each agent speaks the open A2A and MCP protocols (spec 2026-07-28, stateless) and is metered with x402 micropayments. Discovery, governance, identity verification and self-test are free — only execution is paid.

🔒 Verifiable identity. Every Agent Card carries a detached Ed25519 JWS signed by the GOSCE factory, so you can prove an agent was issued by getvda.ai rather than trusting the hostname. The signing key never reaches an agent. Check any card against the published JWKS, or call an agent's /verify endpoint for step-by-step instructions. Machine-readable summary: llms.txt.

⚡ Don't take our word for it — run the agent

Every agent exposes a free selftest MCP tool. No payment, no API key, no signup. Call it and the agent executes its real capability on a fixed input and returns the genuine result — behavioural evidence, not a self-description. It is in tools/list on every agent, and it also answers over plain HTTP at /selftest.

curl -s -X POST https://<agent>.getvda.ai/mcp \
  -H 'Content-Type: application/json' -H 'Mcp-Name: selftest' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call",
       "params":{"name":"selftest","arguments":{}}}'

We grade our own evidence, honestly

Each result states how strong it is, because “it returned something” and “the output was checked and correct” are not the same claim:

Every self-test is sealed — and you can check it without trusting us

Each agent seals its own self-test to VDA Witness as a tamper-evident, hash-chained, Ed25519-signed record. The selftest response hands you the full signed record, not just an id — POST it as {"record": …} to witness.getvda.ai/api/witness/verify, which is public and needs no API key, and you get signatureValid. Change one character of the record and it comes back false.

What that does and does not prove. A seal proves “at time T this account asserted X” — not that X is true. These are our seals about ourselves, so they carry binding confidence api_asserted and custody custodial, the weakest bound grade, and no later signing or anchoring upgrades it. Treat it as a tamper-evident log of what we claimed, not as proof the agent works.

The stronger path is yours. A record you seal of what you observed is independent evidence. Mint your own credential self-serve at /api/witness/test-key (no human in the loop), or use customer-managed custody so the record is provable even against VDA. Bundles verify offline via witness-dao, which is the DAO-governance evidence layer and deliberately does not accept remote seals.

Use these agents in Microsoft 365 / Copilot Studio

Every agent is a remote streamable-HTTP MCP server needing no authentication — which is exactly what Copilot Studio's onboarding wizard accepts. Nothing to install, no certification required:

  1. In your agent, go to ToolsAdd a toolNew toolModel Context Protocol.
  2. Server URL: https://router.getvda.ai/mcp (the router reaches all 93 agents) or any single agent's /mcp.
  3. Authentication: None.
  4. CreateCreate a new connectionAdd to agent.

Prefer the custom-connector route? Import a ready-made OpenAPI file instead of filling the wizard in — every agent serves one at /copilot-studio.yaml (for example router.getvda.ai/copilot-studio.yaml), already carrying x-ms-agentic-protocol: mcp-streamable-1.0 and ASCII-only content so it passes validation.

Copilot Studio dropped SSE after August 2025 and supports only the streamable transport, which is what these agents speak. Access is governed by your Power Platform data policies like any other connector.

What every agent publishes

MySQL + Redis Compose Generator (Adminer)

compose · v0.1.0 · 🔒 signed · ran_without_error · mysql-redis-compose-generator-adminer.getvda.ai

MySQL + Redis Compose Generator (Adminer): composes adminer + mysql + redis — tooling, database, cache via A2A + MCP.

adminermysqlredis

Authenticated Multi-LLM Agent

oauth-llm · v0.1.6 · 🔒 signed · asserted_correct · authenticated-multi-llm-agent.getvda.ai

Authenticated Multi-LLM Agent: composes anthropic + google-auth-oauthlib + mcp + openai — llm-client, oauth-oidc, agent-protocol via A2A + MCP.

anthropicgoogle-auth-oauthlibmcpopenai

ai.getvda/anthropic-google-auth-oauthlib-mc-aed9d5

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-agent-anthropic.getvda.ai

Authenticated LLM OAuth Agent: composes anthropic + google-auth-oauthlib + mcp — llm-client, oauth-oidc, agent-protocol via A2A + MCP.

anthropicgoogle-auth-oauthlibmcp

ai.getvda/anthropic-lm-format-enforcer-mcp-5364ea

traced-gemini · v0.1.0 · 🔒 signed · asserted_correct · traced-llm-proxy-anthropic.getvda.ai

Traced LLM MCP Proxy: composes anthropic + lm-format-enforcer + mcp + opentelemetry-api + opentelemetry-sdk — llm-client, structured-output, agent-protocol, observability via A2A + MCP.

anthropiclm-format-enforcermcpopentelemetry-apiopentelemetry-sdk

Traced LLM Proxy

traced-gemini · v0.1.6 · 🔒 signed · asserted_correct · traced-llm-proxy.getvda.ai

Traced LLM Proxy: composes anthropic + mcp + opentelemetry-api + opentelemetry-sdk — llm-client, agent-protocol, observability via A2A + MCP.

anthropicmcpopentelemetry-apiopentelemetry-sdk

Auth Token MCP Traced Service

auth · v0.1.0 · 🔒 signed · asserted_correct · auth-token-mcp-traced-service.getvda.ai

Hash passwords with bcrypt and issue/verify JWT session tokens.

bcryptlangchainmcpopentelemetry-sdkpython-jose

Authenticated LLM Agent (Cryptography)

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-agent-cryptography.getvda.ai

Authenticated LLM OAuth Agent: composes cryptography + google-auth-oauthlib + langchain + mcp + openai + opentelemetry-exporter-otlp + opentelemetry-sdk — crypto, oauth-oidc, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

cryptographygoogle-auth-oauthliblangchainmcpopenaiopentelemetry-exporter-otlpopentelemetry-sdk

Authenticated LLM JWT Agent

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-jwt-agent.getvda.ai

Authenticated LLM JWT Agent: composes bcrypt + openai + python-jose — crypto, llm-client, jwt via A2A + MCP.

bcryptopenaipython-jose

Authenticated MCP Agent

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-mcp-agent-aed9d5.getvda.ai

Authenticated MCP Agent: composes bcrypt + langchain-core + mcp + opentelemetry-sdk + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

bcryptlangchain-coremcpopentelemetry-sdkpython-jose

Authenticated MCP Agent (Bcrypt)

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-mcp-agent-bcrypt.getvda.ai

Authenticated MCP Agent (Bcrypt): composes bcrypt + mcp + openai + opentelemetry-sdk + python-jose — crypto, agent-protocol, llm-client, observability, jwt via A2A + MCP.

bcryptlangchain-communitymcpopenaiopentelemetry-sdk

Authenticated MCP Traced Agent

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-mcp-traced-agent.getvda.ai

Authenticated MCP Agent: composes bcrypt + cryptography + langchain-core + mcp + opentelemetry-sdk + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

bcryptcryptographylangchain-coremcpopentelemetry-sdkpython-jose

ai.getvda/bcrypt-cryptography-langchain-cor-027cf2

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · bcrypt-cryptography-langchain-cor-027cf2.getvda.ai

Authenticated MCP Agent (Bcrypt): composes bcrypt + cryptography + langchain-core + mcp + opentelemetry-sdk + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

bcryptcryptographylangchain-coremcpopentelemetry-sdkpython-jose

ai.getvda/bcrypt-langchain-core-mcp-25b8f1

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · bcrypt-langchain-core-mcp-25b8f1.getvda.ai

Authenticated MCP Agent (Bcrypt): composes bcrypt + langchain-core + mcp + openai + opentelemetry-sdk — crypto, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

bcryptlangchain-coremcpopenaiopentelemetry-sdk

Authenticated MCP Agent (Openai)

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-mcp-agent-openai.getvda.ai

Authenticated MCP Agent: composes bcrypt + langchain-core + mcp + openai + opentelemetry-api + opentelemetry-sdk — crypto, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

bcryptlangchain-coremcpopenaiopentelemetry-apiopentelemetry-sdk

ai.getvda/bcrypt-langchain-core-mcp-d0e0d0

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-mcp-agent-langchain-core.getvda.ai

Authenticated MCP Agent (Bcrypt): composes bcrypt + langchain-core + mcp + opentelemetry-sdk + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

bcryptlangchain-coremcpopentelemetry-sdkpython-jose

ai.getvda/bcrypt-langchain-core-mcp-dc2f7b

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-mcp-agent-opentelemetry-api.getvda.ai

Authenticated MCP Agent (Bcrypt): composes bcrypt + langchain-core + mcp + openai + opentelemetry-api — crypto, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

bcryptlangchain-coremcpopenaiopentelemetry-api

Auth Token MCP Service

auth · v0.1.0 · 🔒 signed · asserted_correct · auth-token-mcp-service.getvda.ai

Auth Token MCP Service: composes bcrypt + langchain + mcp + opentelemetry-instrumentation-fastapi + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

bcryptlangchainmcpopentelemetry-instrumentation-fastapipython-jose

Authenticated LLM Agent (Bcrypt)

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-agent-bcrypt.getvda.ai

Authenticated LLM Agent (Bcrypt): composes bcrypt + langchain-openai + mcp + openai + opentelemetry-sdk — crypto, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

bcryptlangchain-openaimcpopenaiopentelemetry-sdk

Authenticated LLM Agent

auth-llm · v0.1.6 · 🔒 signed · asserted_correct · authenticated-llm-agent.getvda.ai

Authenticated LLM Agent: composes bcrypt + langchain-openai + mcp + openai + python-jose — crypto, orchestration, agent-protocol, llm-client, jwt via A2A + MCP.

bcryptlangchain-openaimcpopenaipython-jose

ai.getvda/bcrypt-mcp-openai-3b46a0

auth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-mcp-agent-bcrypt.getvda.ai

Authenticated MCP Agent (Bcrypt): composes bcrypt + mcp + openai + opentelemetry-sdk + python-jose — crypto, agent-protocol, llm-client, observability, jwt via A2A + MCP.

bcryptmcpopenaiopentelemetry-sdkpython-jose

ai.getvda/bcrypt-python-jose-1b8dd0

auth · v0.1.0 · 🔒 signed · asserted_correct · bcrypt-python-jose-1b8dd0.getvda.ai

FastAPI Auth Token JWT Service: composes bcrypt + python-jose — crypto, jwt via A2A + MCP.

bcryptpython-jose

ai.getvda/bcrypt-python-jose-d0e0d0

auth · v0.1.0 · 🔒 signed · asserted_correct · bcrypt-python-jose-d0e0d0.getvda.ai

FastAPI Auth Token JWT Service: composes bcrypt + python-jose — crypto, jwt via A2A + MCP.

bcryptpython-jose

Postgres + Prometheus + Kafka Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · postgres-prometheus-kafka-stack-generator.getvda.ai

Kafka + Postgres + Prometheus Stack Generator: composes confluentinc/cp-kafka + confluentinc/cp-zookeeper + postgres + prom/prometheus — messaging, database, monitoring via A2A + MCP.

confluentinc/cp-kafkaconfluentinc/cp-zookeeperpostgresprom/prometheus

Postgres + Kafka Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · postgres-kafka-stack-generator.getvda.ai

Kafka + Postgres Stack Generator: composes confluentinc/cp-kafka + confluentinc/cp-zookeeper + postgres — messaging, database via A2A + MCP.

confluentinc/cp-kafkaconfluentinc/cp-zookeeperpostgres

Kafka + Redis + MinIO Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · kafka-redis-minio-stack-generator.getvda.ai

Kafka + MinIO + Redis Stack Generator (Confluentinc/Cp Kafka): composes confluentinc/cp-kafka + confluentinc/cp-zookeeper + minio/minio + redis — messaging, storage, cache via A2A + MCP.

confluentinc/cp-kafkaconfluentinc/cp-zookeeperminio/minioredis

Kafka + MinIO + Redis Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · kafka-minio-redis-stack-generator.getvda.ai

Kafka + MinIO + Redis Stack Generator: composes confluentinc/cp-kafka + minio/minio + redis — messaging, storage, cache via A2A + MCP.

confluentinc/cp-kafkaminio/minioredis

Postgres + Kafka + Prometheus Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · postgres-kafka-prometheus-stack-generator.getvda.ai

Kafka + Postgres + Prometheus Stack Generator: composes confluentinc/cp-kafka + postgres + prom/prometheus — messaging, database, monitoring via A2A + MCP.

confluentinc/cp-kafkapostgresprom/prometheus

Redis + MinIO Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · redis-minio-stack-generator.getvda.ai

MinIO + Redis Stack Generator: composes confluentinc/cp-zookeeper + minio/minio + redis — messaging, storage, cache via A2A + MCP.

confluentinc/cp-zookeeperminio/minioredis

Postgres + Prometheus Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · postgres-prometheus-stack-generator.getvda.ai

Postgres + Prometheus Stack Generator: composes confluentinc/cp-zookeeper + postgres + prom/prometheus — messaging, database, monitoring via A2A + MCP.

confluentinc/cp-zookeeperpostgresprom/prometheus

Authenticated LLM Traced Agent

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-traced-agent.getvda.ai

Authenticated LLM Traced Agent: composes cryptography + google-auth-oauthlib + langchain-openai + mcp + openai + opentelemetry-api + opentelemetry-sdk — crypto, oauth-oidc, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

cryptographygoogle-auth-oauthliblangchain-openaimcpopenaiopentelemetry-apiopentelemetry-sdk

ai.getvda/cryptography-google-auth-oauthlib-7bb152

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-oauth-agent.getvda.ai

Authenticated LLM OAuth Agent: composes cryptography + google-auth-oauthlib — crypto, oauth-oidc via A2A + MCP.

cryptographygoogle-auth-oauthlib

Authenticated LLM Agent (Cryptography)

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · cryptography-google-auth-oauthlib-931267.getvda.ai

Authenticated LLM OAuth Agent: composes cryptography + google-auth-oauthlib + langchain + langchain-anthropic + mcp + openai + opentelemetry-sdk — crypto, oauth-oidc, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

cryptographygoogle-auth-oauthliblangchainlangchain-anthropicmcpopenaiopentelemetry-sdk

LLM Orchestration JWT Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · cryptography-langchain-core-mcp-07d652.getvda.ai

LLM Orchestration Agent (Python Jose): composes cryptography + langchain-core + mcp + opentelemetry-api + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

cryptographylangchain-coremcpopentelemetry-apipython-jose

LLM Orchestration Traced Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-traced-agent.getvda.ai

LLM Orchestration Traced Agent: composes cryptography + langchain-core + mcp + opentelemetry-api + opentelemetry-sdk + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

cryptographylangchain-coremcpopentelemetry-apiopentelemetry-sdkpython-jose

LLM Orchestration Agent (Cryptography)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-cryptography.getvda.ai

LLM Orchestration Agent (Cryptography): composes cryptography + langchain-core + mcp + opentelemetry-sdk + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

cryptographylangchain-coremcpopentelemetry-sdkpython-jose

LLM Orchestration MCP Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-mcp-agent.getvda.ai

LLM Orchestration MCP Agent: composes cryptography + langchain + langchain-core + mcp + opentelemetry-sdk + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

cryptographylangchainlangchain-coremcpopentelemetry-sdkpython-jose

LLM Orchestration Agent (Mcp)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-mcp.getvda.ai

LLM Orchestration Agent (Mcp): composes cryptography + langchain-openai + mcp + openai + opentelemetry-sdk — crypto, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

cryptographylangchain-openaimcpopenaiopentelemetry-sdk

Integration Agent

drift-observatory · v0.1.1 · 🔒 signed · ran_without_error · drift.getvda.ai

Tells you whether a public MCP server's tools have changed since anyone last looked. We continuously crawl the public MCP ecosystem — the official registry, Smithery and our own fleet — fetch each server's tools/list, and hash the FULL declaration byte-exactly: names, descriptions, JSON schemas and every annotation. When a declaration changes we record what changed, down to the field, seal it to VDA Witness and commit it to a public git archive that anyone can clone and verify without trusting us. This matters because an MCP server is remote code you have already granted tool access: it can alter what it asks your model to do after you approved it, and nothing in the protocol tells you. A silent edit to a tool description or a hidden annotation is the rug pull, and it is invisible to a client that only reads the current list. Coverage is published with its denominator: of ~1,555 servers discovered, only 234 are observable — roughly 74% sit behind authentication and cannot be checked by anyone without credentials. LIMIT, stated plainly: we observe DECLARATIONS, not behaviour. A server whose tools stay byte-identical while its implementation changes is invisible to us, exactly as it is to every client-side defence. If you need behavioural assurance this is not it.

gosce-drift

Elasticsearch + Redis + MySQL Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · elasticsearch-redis-mysql-stack-generator.getvda.ai

Elasticsearch + MySQL + Redis Stack Generator: composes elasticsearch/elasticsearch + kibana/kibana + mysql + redis — search, database, cache via A2A + MCP.

elasticsearch/elasticsearchkibana/kibanamysqlredis

Elasticsearch + Redis Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · elasticsearch-redis-stack-generator.getvda.ai

Elasticsearch + Redis Stack Generator: composes elasticsearch/elasticsearch + kibana/kibana + redis — search, cache via A2A + MCP.

elasticsearch/elasticsearchkibana/kibanaredis

Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch)

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · elasticsearch-mongodb-redis-stack-generator-el-d8f067.getvda.ai

Elasticsearch + MongoDB + Redis Stack Generator (Elasticsearch/Elasticsearch): composes elasticsearch/elasticsearch + mongo + redis + traefik — search, database, cache, web-server via A2A + MCP.

elasticsearch/elasticsearchmongoredistraefik

Elasticsearch + Redis Stack Generator (Official Image)

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · elasticsearch-redis-stack-generator-elasticsea-588e3e.getvda.ai

Elasticsearch + Redis Stack Generator (Elasticsearch/Elasticsearch): composes elasticsearch/elasticsearch + redis — search, cache via A2A + MCP.

elasticsearch/elasticsearchredis

FastAPI Auth Token Service

auth · v0.1.0 · 🔒 signed · asserted_correct · fastapi-auth-token-service.getvda.ai

FastAPI Auth Token Service: composes bcrypt + python-jose — crypto, jwt via A2A + MCP.

bcryptpython-jose

Structured Output MCP Agent

structured-output · v0.1.7 · 🔒 signed · asserted_correct · structured-output-agent.getvda.ai

Structured Output MCP Agent: composes fastmcp + instructor — agent-protocol, structured-output via A2A + MCP.

fastmcpinstructor

Authenticated LLM MCP Agent

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · google-auth-oauthlib-langchain-la-c1a755.getvda.ai

Authenticated LLM OAuth Agent: composes google-auth-oauthlib + langchain + langchain-community + mcp + openai — oauth-oidc, orchestration, agent-protocol, llm-client via A2A + MCP.

google-auth-oauthliblangchainlangchain-communitymcpopenai

Authenticated LLM MCP Agent

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-mcp-agent.getvda.ai

Authenticated LLM MCP Agent: composes google-auth-oauthlib + langchain + langchain-community + mcp + openai — oauth-oidc, orchestration, agent-protocol, llm-client via A2A + MCP.

google-auth-oauthliblangchainlangchain-communitymcpopenai

Authenticated LLM Agent (Google Auth Oauthlib)

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · google-auth-oauthlib-langchain-la-d46b90.getvda.ai

Authenticated LLM OAuth Agent: composes google-auth-oauthlib + langchain + langchain-community + mcp + openai — oauth-oidc, orchestration, agent-protocol, llm-client via A2A + MCP.

google-auth-oauthliblangchainlangchain-communitymcpopenai

Authenticated LLM Agent (Google Auth Oauthlib)

oauth-llm · v0.1.0 · 🔒 signed · asserted_correct · authenticated-llm-agent-google-auth-oauthlib.getvda.ai

Authenticated LLM OAuth Agent: composes google-auth-oauthlib + langchain + mcp + openai — oauth-oidc, orchestration, agent-protocol, llm-client via A2A + MCP.

google-auth-oauthliblangchainmcpopenai

Postgres + Grafana Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · postgres-grafana-stack-generator.getvda.ai

Postgres + Grafana Stack Generator: composes grafana/grafana + grafana/loki + postgres — monitoring, database via A2A + MCP.

grafana/grafanagrafana/lokipostgres

Observable Backend Stack Generator

monitoring · v0.1.0 · 🔒 signed · ran_without_error · observable-backend-stack-generator.getvda.ai

Observable Backend Stack Generator: composes grafana/grafana + postgres + prom/prometheus + redis — monitoring, database, cache via A2A + MCP.

grafana/grafanapostgresprom/prometheusredis

Traced Structured Output Agent (Groq)

structured-output · v0.1.0 · 🔒 signed · asserted_correct · structured-output-agent-c2ddcc.getvda.ai

Structured Output Traced Agent: composes groq + instructor + langchain-community + opentelemetry-sdk — llm-client, structured-output, orchestration, observability via A2A + MCP.

groqinstructorlangchain-communityopentelemetry-sdk

Dynamic Health Monitor

health-monitor · v0.1.0 · 🔒 signed · asserted_correct · health.getvda.ai

Auto-discovering health monitoring. Give it ONE seed — a domain, a URL list, a docker-compose file or a public GitHub repo — and it finds every service, checks HTTP/TCP/SSL/DNS, learns each one's latency baseline, rolls dependent failures up to a single root cause, and adapts as services appear and disappear. You never edit a monitoring config.

gosce-health

Structured Output Agent

structured-output · v0.1.0 · 🔒 signed · asserted_correct · instructor-litellm-6af681.getvda.ai

Structured Output Agent (Litellm): composes instructor + litellm — structured-output, llm-client via A2A + MCP.

instructorlitellm

LLM Orchestration Agent (Langchain Anthropic)

langchain-llm · v0.1.1 · 🔒 signed · asserted_correct · llm-orchestration-agent-langchain-anthropic.getvda.ai

LLM Orchestration Agent (Langchain Anthropic): composes langchain-anthropic + langchain-community + langchain-openai + openai — orchestration, llm-client via A2A + MCP.

langchain-anthropiclangchain-communitylangchain-openaiopenai

LLM Orchestration Agent (Openai)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-openai.getvda.ai

LLM Orchestration Agent (Openai): composes langchain-anthropic + langchain-openai + openai — orchestration, llm-client via A2A + MCP.

langchain-anthropiclangchain-openaiopenai

ai.getvda/langchain-core-langchain-openai-l-736876

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · langchain-core-langchain-openai-l-736876.getvda.ai

LLM Orchestration Agent 2: composes langchain-core + langchain-openai + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchain-corelangchain-openailangsmithopenai

LangSmith-Traced LLM Orchestration Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-d2feb0.getvda.ai

LLM Orchestration Agent 2: composes langchain-core + langchain-openai + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchain-corelangchain-openailangsmithopenai

MCP-Native LLM Orchestration Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-2.getvda.ai

LLM Orchestration Agent 2: composes langchain-core + langchain-openai + mcp + openai — orchestration, agent-protocol, llm-client via A2A + MCP.

langchain-corelangchain-openaimcpopenai

LLM Orchestration Agent (Langgraph)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-langgraph.getvda.ai

LLM Orchestration Agent (Langgraph): composes langchain-core + langgraph + mcp + openai — orchestration, agent-protocol, llm-client via A2A + MCP.

langchain-corelanggraphmcpopenai

LLM Observability & Orchestration Agent

langchain-llm · v0.1.6 · 🔒 signed · asserted_correct · llm-observability-orchestration.getvda.ai

LLM Observability & Orchestration Agent: composes langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchain-corelangsmithopenai

LLM Orchestration Agent (Langchain Core)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-langchain-core.getvda.ai

LLM Orchestration Agent (Langchain Core): composes langchain-core + mcp + openai + opentelemetry-api + opentelemetry-sdk — orchestration, agent-protocol, llm-client, observability via A2A + MCP.

langchain-coremcpopenaiopentelemetry-apiopentelemetry-sdk

LLM Orchestration Observability Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-observability-agent.getvda.ai

LLM Orchestration Observability Agent: composes langchain + langchain-community + langchain-core + langchain-openai + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchainlangchain-communitylangchain-corelangchain-openailangsmithopenai

LLM Observability & Orchestration Agent (LangChain Community)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-observability-orchestration-agent-langchai-c1a755.getvda.ai

LLM Observability & Orchestration Agent (Langchain): composes langchain + langchain-community + langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchainlangchain-communitylangchain-corelangsmithopenai

LLM Orchestration Agent (Langsmith)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-langsmith.getvda.ai

LLM Orchestration Agent (Langsmith): composes langchain + langchain-core + langchain-openai + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchainlangchain-corelangchain-openailangsmithopenai

LLM Observability & Orchestration Agent (Langchain)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · langchain-langchain-core-langsmit-d042fc.getvda.ai

LLM Observability & Orchestration Agent (Langchain): composes langchain + langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchainlangchain-corelangsmithopenai

LLM Orchestration Agent (Langchain Openai)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-langchain-openai.getvda.ai

LLM Orchestration Agent (Langchain Openai): composes langchain + langchain-openai + langgraph + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

langchainlangchain-openailanggraphlangsmithopenai

LLM Orchestration Agent (Langchain)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-langchain.getvda.ai

LLM Orchestration Agent (Langchain): composes langchain + langchain-openai + langgraph + mcp + openai — orchestration, agent-protocol, llm-client via A2A + MCP.

langchainlangchain-openailanggraphmcpopenai

LLM Orchestration Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-d0a1a1.getvda.ai

LLM Orchestration Agent: composes langchain-mcp-adapters + langchain-openai + mcp + openai — orchestration, agent-protocol, llm-client via A2A + MCP.

langchain-mcp-adapterslangchain-openaimcpopenai

LLM Orchestration Agent (Opentelemetry Api)

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-agent-opentelemetry-api.getvda.ai

LLM Orchestration Agent (Opentelemetry Api): composes cryptography + langchain-openai + mcp + openai + opentelemetry-api + opentelemetry-sdk — crypto, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

cryptographylangchain-openaimcpopenaiopentelemetry-apiopentelemetry-sdk

LLM Orchestration JWT Agent

langchain-llm · v0.1.0 · 🔒 signed · asserted_correct · llm-orchestration-jwt-agent.getvda.ai

LLM Orchestration JWT Agent: composes cryptography + langchain-core + mcp + opentelemetry-api + python-jose — crypto, orchestration, agent-protocol, observability, jwt via A2A + MCP.

cryptographylangchain-coremcpopentelemetry-apipython-jose

Memcached + MongoDB + Redis Compose Generator

compose · v0.1.0 · 🔒 signed · ran_without_error · memcached-mongodb-redis-compose-generator.getvda.ai

Memcached + MongoDB + Redis Compose Generator: composes memcached + mongo + redis — cache, database via A2A + MCP.

memcachedmongoredis

MinIO + Postgres + Redis Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · minio-postgres-redis-stack-generator.getvda.ai

MinIO + Postgres + Redis Stack Generator: composes minio/mc + minio/minio + postgres + redis — storage, database, cache via A2A + MCP.

minio/mcminio/miniopostgresredis

Postgres + MinIO Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · postgres-minio-stack-generator.getvda.ai

MinIO + Postgres Stack Generator: composes minio/minio + postgres — storage, database via A2A + MCP.

minio/miniopostgres

Redis + MinIO + Postgres Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · redis-minio-postgres-stack-generator.getvda.ai

MinIO + Postgres + Redis Stack Generator (Minio/Minio): composes minio/minio + postgres + redis — storage, database, cache via A2A + MCP.

minio/miniopostgresredis

Redis + MinIO Stack Generator (Minio/Minio)

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · redis-minio-stack-generator-minio-minio.getvda.ai

MinIO + Redis Stack Generator: composes minio/minio + redis — storage, cache via A2A + MCP.

minio/minioredis

MySQL + Redis Compose Generator (Nginx)

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · mysql-redis-compose-generator-nginx.getvda.ai

MySQL + Redis + Nginx Stack Generator: composes mysql + nginx + redis — database, web-server, cache via A2A + MCP.

mysqlnginxredis

MySQL + Redis Compose Generator

compose · v0.1.0 · 🔒 signed · ran_without_error · mysql-redis-compose-generator.getvda.ai

MySQL + Redis Compose Generator: composes mysql + redis — database, cache via A2A + MCP.

mysqlredis

Nginx + Redis Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · nginx-redis-stack-generator.getvda.ai

Redis + Nginx Stack Generator: composes nginx + redis — web-server, cache via A2A + MCP.

nginxredis

Postgres + Redis Compose Generator

compose · v0.1.0 · 🔒 signed · ran_without_error · postgres-redis-compose-generator.getvda.ai

Postgres + Redis Compose Generator: composes postgres + redis — database, cache via A2A + MCP.

postgresredis

RabbitMQ + Elasticsearch + MongoDB Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · rabbitmq-elasticsearch-mongodb-stack-generator.getvda.ai

RabbitMQ + Elasticsearch + MongoDB Stack Generator: composes elasticsearch/elasticsearch + mongo + rabbitmq + redis — search, database, messaging, cache via A2A + MCP.

elasticsearch/elasticsearchmongorabbitmqredis

RabbitMQ + Elasticsearch + MySQL Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · rabbitmq-elasticsearch-mysql-stack-generator.getvda.ai

RabbitMQ + Elasticsearch + MySQL Stack Generator: composes elasticsearch/elasticsearch + mysql + rabbitmq + redis — search, database, messaging, cache via A2A + MCP.

elasticsearch/elasticsearchmysqlrabbitmqredis

RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch)

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · rabbitmq-elasticsearch-postgres-stack-generato-053bcf.getvda.ai

RabbitMQ + Elasticsearch + Postgres Stack Generator (Elasticsearch/Elasticsearch): composes elasticsearch/elasticsearch + postgres + rabbitmq + redis — search, database, messaging, cache via A2A + MCP.

elasticsearch/elasticsearchpostgresrabbitmqredis

RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · rabbitmq-elasticsearch-postgres-stack-generator-mongo.getvda.ai

RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo): composes elasticsearch/elasticsearch + mongo + postgres + rabbitmq — search, database, messaging via A2A + MCP.

elasticsearch/elasticsearchmongopostgresrabbitmq

RabbitMQ + Postgres + MongoDB Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · rabbitmq-postgres-mongodb-stack-generator.getvda.ai

RabbitMQ + Postgres + MongoDB Stack Generator: composes mongo + postgres + rabbitmq + redis — database, messaging, cache via A2A + MCP.

mongopostgresrabbitmqredis

RabbitMQ + Redis Stack Generator

infra-stack · v0.1.0 · 🔒 signed · ran_without_error · rabbitmq-redis-stack-generator.getvda.ai

RabbitMQ + Redis Stack Generator: composes rabbitmq + redis — messaging, cache via A2A + MCP.

rabbitmqredis

GOSCE Portfolio Router

integration · v0.1.0 · 🔒 signed · asserted_correct · router.getvda.ai

GOSCE Portfolio Router — the single entry point that routes orchestrators to verified GOSCE agents by capability, returning real example output from its own /selftest probes.

Structured Output Agent

structured-output · v0.1.0 · 🔒 signed · asserted_correct · structured-output-agent-89bcb0.getvda.ai

Structured Output Agent: composes anthropic + instructor — llm-client, structured-output via A2A + MCP.

anthropicinstructor

Structured Output Agent (Openai)

structured-output · v0.1.0 · 🔒 signed · asserted_correct · structured-output-agent-openai.getvda.ai

Structured Output Agent (Openai): composes instructor + openai — structured-output, llm-client via A2A + MCP.

instructoropenai

Structured Output MCP Agent (Instructor)

structured-output · v0.1.0 · 🔒 signed · asserted_correct · structured-output-mcp-agent-instructor.getvda.ai

Structured Output MCP Traced Agent: composes instructor + langchain-core + mcp + openai + opentelemetry-sdk — structured-output, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

instructorlangchain-coremcpopenaiopentelemetry-sdk

Structured Output MCP Agent (Langchain Core)

structured-output · v0.1.0 · 🔒 signed · asserted_correct · structured-output-mcp-agent-langchain-core.getvda.ai

Structured Output MCP Traced Agent: composes instructor + langchain-core + mcp + openai + opentelemetry-api — structured-output, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

instructorlangchain-coremcpopenaiopentelemetry-api

Structured Output MCP Traced Agent

structured-output · v0.1.0 · 🔒 signed · asserted_correct · structured-output-mcp-traced-agent.getvda.ai

Structured Output MCP Traced Agent: composes instructor + langchain-core + mcp + openai + opentelemetry-api + opentelemetry-sdk — structured-output, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

instructorlangchain-coremcpopenaiopentelemetry-apiopentelemetry-sdk

Traced LLM MCP Proxy

traced-gemini · v0.1.0 · 🔒 signed · asserted_correct · traced-llm-mcp-proxy.getvda.ai

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus the trace/span id.

anthropicmcpopentelemetry-sdk

Traced Multi-LLM Proxy

traced-gemini · v0.1.0 · 🔒 signed · asserted_correct · traced-multi-llm-proxy.getvda.ai

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus the trace/span id.

anthropiccryptographylangchain-openaimcpopentelemetry-apiopentelemetry-sdk