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Explorer/MCP/a2a/llm-observability-orchestration
REMOTE

LLM Observability & Orchestration Agent

a2a/llm-observability-orchestration

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing. Ideal for traced/observable LangChain pipelines, evaluating prompts, monitoring chain quality.

1 tool available ↓
The Newcomer
Hasn't been around long. Nothing caught our attention, but there isn't much history to go on yet.
Time indexed (3mo)
1toolsRemote/ HTTP3moindexed
100% uptime · 340ms avgChecked Aug 16, 2026
Quality Score
35/95
Emerging
Risk Score
0/100
Clean
▸How is this calculated?
Quality Breakdown
Tenure11.9/20
77 days indexed
Capability13.5/25
Tools: 1.5/13 (1 tools)
Description: 5/5 ✓
Endpoint: 7/7 ✓
Adoption0/25
Use count: 0/20 (0 uses)
Multi-registry: 0/5 (1 registry)
Reliability10/25
Currently live: 10/10 ✓
Uptime history: 0/15 No checks yet
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Incomplete Data Cap (60)
Usage data is not available for this server. Quality is capped until adoption can be measured.
Risk
0— Clean
No signals detected.
The scanner shows
1 tool. Nothing caught our attention.
First indexed May 31, 2026
Server Profile
⚙
Tools catalogued
1
1 tool available. Full list below.
☁
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
○
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
●
Liveness
100%
Based on 48 checks. Average response: 340ms.
Publisher Verification
Not yet verified by the Official MCP Registry.
Endpoint
https://llm-observability-orchestration--a2a.run.tools
Tools (1)
invoke
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.

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