MCP MeasureMCP Measure

index observed

HefestoAI

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

Should I use this

Quality & Safety

B
Description quality
77%
Schema completeness
63%
Naming quality
85%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'compare' description lacks action verbin compare

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~212Tokens (tool definitions)
~354 BTypical response size
Minimal attention impact (0.17% 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": {
    "hefestoai": {
      "url": "https://hefestoai.narapallc.com/api/mcp-protocol"
    }
  }
}

Remote endpoints

https://hefestoai.narapallc.com/api/mcp-protocolstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢pricing

Get HefestoAI pricing information

Input Schema

{
  "type": "object",
  "properties": {},
  "required": []
}
🟢install

Get installation instructions for HefestoAI

Input Schema

{
  "type": "object",
  "properties": {},
  "required": []
}
⚪compare(tool)

Compare HefestoAI with other code quality tools

Input Schema

{
  "type": "object",
  "properties": {
    "tool": {
      "type": "string",
      "description": "Tool to compare with (sonarqube, snyk, github-advanced-security, semgrep, claude-code-security)"
    }
  }
}
🟢analyze(code, language)

Analyze a code snippet for quality issues and semantic drift

Input Schema

{
  "type": "object",
  "properties": {
    "code": {
      "type": "string",
      "description": "Code snippet to analyze"
    },
    "language": {
      "type": "string",
      "description": "Programming language (python, javascript, etc)"
    }
  },
  "required": [
    "code"
  ]
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded4 tools
verifiedversion not recorded4 tools
verifiedversion not recorded4 tools