Mmcp.market

LLM Observability Orchestration MCP server

by mikerawsonnz·io.github.mikerawsonnz/llm-observability-orchestration·v1.0.0

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

A88/100grade A
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Safety scan
A88/100

full report

Adoption
Growing

1 stars

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Nobody has reviewed LLM Observability Orchestration yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

LLM Observability Orchestration tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 459ms; handshake note: Server's protocol version is not supported: 2026-07-2820/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 25 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the LLM Observability Orchestration repository's README, as published. We do not edit it. Read it on GitHub

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

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Install directly

claude mcp add --transport http llm-observability-orchestration https://langchain-core-langsmith-openai-8c02f9.getvda.ai/mcp
Add to Cursor

LLM Observability Orchestration: common questions

Is LLM Observability Orchestration MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the LLM Observability Orchestration safety report
How do I install LLM Observability Orchestration?
It runs remotely at langchain-core-langsmith-openai-8c02f9.getvda.ai. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does LLM Observability Orchestration need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is LLM Observability Orchestration maintained?
The last commit was 25 days ago (2026-09-02). The latest release is v1.0.0.
Is LLM Observability Orchestration up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of LLM Observability Orchestration?
Servers from other publishers that do the same job: CHAP Coordinator MCP server, three.ws Agora MCP server and Claude Prompts MCP server. Compare all LLM Observability Orchestration alternatives.

Alternatives to LLM Observability Orchestration

Same job from other publishers: the closest match first, then the best rated.

All LLM Observability Orchestration alternatives →
  • CHAP Coordinator
    Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.
    A
  • three.ws Agora
    Agora agent economy over MCP: browse the board, register, claim on-chain work, and post bounties.
    B
  • Claude Prompts
    Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.
    A
  • Agent-Native Analytics
    Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts
    A
  • Mockserver
    Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
    A

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