MCP MeasureMCP Measure

index observed

qwen38-free-gateway

Free Qwen3.8-27B gateway with isolated Minis provider, SSE, retry/failover, and MCP.

Should I use this

Quality & Safety

B
Description quality
80%
Schema completeness
37%
Naming quality
83%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • LOWTool 'qwen_chat' description lacks action verbin qwen_chat
  • LOWTool 'provider_rank' description lacks action verbin provider_rank

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~297Tokens (tool definitions)
~174 BTypical response size
Minimal attention impact (0.23% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "qwen38-free-gateway": {
      "url": "https://qwen3-8-free-gateway-n995yy.v2.appdeploy.ai/api/mcp"
    }
  }
}

Remote endpoints

https://qwen3-8-free-gateway-n995yy.v2.appdeploy.ai/api/mcpstreamable-http
https://api-v2.appdeploy.ai/app/qwen3-8-free-gateway-n995yy/api/mcpstreamable-http

What it can do

Tool inventory

No publishable tool enumeration has been recorded.

Community

Rate this Server

Evidence

Recent observations

failed observationversion not recorded—
verifiedversion not recorded7 tools
failed observationversion not recorded—
verifiedversion not recorded7 tools
verifiedversion not recorded7 tools