PREFLIGHT — URL Routing for AI Agents

Choose HTTP, browser, machine endpoint, or avoid before an agent visits an unfamiliar URL.

Should I use this

Quality & Safety

B
Description quality
75%
Schema completeness
90%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'preflight_feedback' description lacks action verbin preflight_feedback

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~325Tokens (tool definitions)
~870 BTypical response size
Minimal attention impact (0.25% 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": {
    "preflight": {
      "url": "https://preflight-api-production-01a2.up.railway.app/mcp"
    }
  }
}

Remote endpoints

https://preflight-api-production-01a2.up.railway.app/mcpstreamable-http

What it can do

Tool inventory

Tools (2)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢preflight_check(url)

Before fetching, crawling, scraping, opening, or browser-rendering an unfamiliar http/https URL, call this with the ACTUAL destination URL. Returns the best first route: HTTP, BROWSER, MACHINE_ENDPOINT, or AVOID, plus access/JS/size/cost hints. Do not substitute example.com when a real task URL is available.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Actual absolute http/https destination URL from the current task. Use before the first fetch or browser request."
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false
}
⚪preflight_feedback(url, route, outcome, latencyMs)

After following a PREFLIGHT recommendation, report whether the chosen route worked so PREFLIGHT can improve future recommendations.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri"
    },
    "route": {
      "type": "string",
      "enum": [
        "HTTP",
        "BROWSER",
        "MACHINE_ENDPOINT",
        "AVOID"
      ]
    },
    "outcome": {
      "type": "string",
      "enum": [
        "success",
        "failure"
      ]
    },
    "latencyMs": {
      "type": "number",
      "minimum": 0,
      "maximum": 300000
    }
  },
  "required": [
    "url",
    "route",
    "outcome"
  ],
  "additionalProperties": false
}

Community

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Evidence

Recent observations

verifiedversion not recorded2 tools
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