com.clauxel.geminiupgradeqa/geminiupgradeqa-mcp

Official

by clauxel

Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval receipts.

Gemini Upgrade QA MCP

Remote MCP for conducting Gemini model upgrade evaluations. The server supports prompt regression checks, model output diffs, blocking rules, and eval receipts. It is described as a paid remote MCP and is presented as a public documentation project with practical, public-safe architecture notes.

🛠️ Key Features

Gemini upgrade evals
Prompt regression checks
Model output diffs
Blocking rules
Eval receipts

🚀 Use Cases

Catch Gemini model upgrade regressions before release
Compare outputs between Gemini model versions
Validate prompts for regressions during upgrades
Apply blocking rules based on evaluation outcomes
Produce and retain eval receipts

⚡ Developer Benefits

Developer-facing evaluation workflow documentation
Clear reading order and reference-oriented structure
Public-safe architecture notes

⚠️ Limitations

Described as a paid remote MCP
Uses a remote setup rather than a local MCP deployment

Topics

mcpai-toolsdocumentationgeminiupgradeqamcp-server

README.md2 KBView on GitHub

Gemini Upgrade QA MCP

Catch Gemini model upgrade regressions before they reach customers.

Gemini Upgrade QA is a paid remote MCP for Gemini upgrade evals, prompt regression checks, model output diffs, blocking rules, and eval receipts.

This is a public documentation project for Gemini Upgrade QA MCP. The structure is modeled after the public documentation pattern used by MiroFish: a short front door, a clear reading order, practical guides, reference pages, and public-safe architecture notes.

Start Here

Remote MCP

Endpoint: https://geminiupgradeqa.clauxel.com/mcp
Server card: https://geminiupgradeqa.clauxel.com/server-card.json
Registry name: com.clauxel.geminiupgradeqa/geminiupgradeqa-mcp
Tools: run_gemini_upgrade_eval, compare_prompt_outputs, detect_model_regression, issue_upgrade_receipt, export_eval_audit

Reading Order

Audience

AI platform teams, prompt owners, QA leads, and release engineers.

Capabilities

upgrade eval runner
prompt output comparison
regression detection
blocking rules
eval receipt export

Public-Safe Boundary

This repository does not contain production source code, credentials, payment configuration, Cloudflare configuration, customer records, private analytics, or local machine paths.

Install

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://geminiupgradeqa.clauxel.com/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "geminiupgradeqa-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://geminiupgradeqa.clauxel.com/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

Gemini Upgrade QA MCP

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

Gemini Upgrade QA MCP

Start Here

Remote MCP

Reading Order

Audience

Capabilities

Public-Safe Boundary

Install

Remote endpoint

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