LLM Observability & Orchestration Agent
LLM Observability & Orchestration Agent: composes langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.
Community: Submitted by a user or imported; check the owner before granting accessOnlineNo sign-inGlobalFreeRead-only
What it can do
- Invoke: Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
- Selftest: 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
What data it sees
Do you need an account
No: the server works without sign-in
LLM Observability & Orchestration Agent: composes langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.
Server tool list (2)
Raw names from tools/list. Only developers need these.
| invoke | Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing. |
| selftest | 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. Intended for registries, graders and auditors: this is behavioural evidence, not a self-description. |