AgentRead

Turn URLs, PDFs and DOCX into clean Markdown for agents, plus prompt-injection scanning

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
100%
Naming quality
90%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~459Tokens (tool definitions)
~2.0 KBTypical response size
Minimal attention impact (0.36% 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": {
    "agent-read": {
      "url": "https://agent-read.toolschemaforge.workers.dev/mcp"
    }
  }
}

Remote endpoints

https://agent-read.toolschemaforge.workers.dev/mcpstreamable-http

What it can do

Tool inventory

Tools (2)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢read_url(url, max_tokens, scan)

Read a public web page or document and return clean, LLM-ready markdown. Pricing: $0.001 (1 sat) per read, or $0.003 (3 sats) when scan is true. The free tier applies first, shared with the HTTP API and all MCP tools.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Public http(s) URL of the document to read."
    },
    "max_tokens": {
      "type": "integer",
      "minimum": 1,
      "maximum": 1000000,
      "description": "Optional output token budget."
    },
    "scan": {
      "type": "boolean",
      "description": "Also scan the converted document for prompt-injection risk."
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "markdown": {
      "type": "string"
    },
    "title": {
      "type": [
        "string",
        "null"
      ]
    },
    "source_url": {
      "type": [
        "string",
        "null"
      ]
    },
    "tokens_est": {
      "type": "integer",
      "minimum": 0
    },
    "truncated": {
      "type": "boolean"
    },
    "scan": {
      "type": "object",
      "properties": {
        "risk": {
          "type": "string",
          "enum": [
            "low",
            "medium",
            "high"
          ]
        },
        "score": {
          "type": "number"
        },
        "signals": {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      },
      "required": [
        "risk",
        "score",
        "signals"
      ]
    }
  },
  "required": [
    "markdown",
    "title",
    "source_url",
    "tokens_est",
    "truncated"
  ],
  "additionalProperties": false
}
⚪scan_text(text)

Scan text for prompt-injection risk and return a risk level, score, and signals. Pricing: $0.002 (2 sats) per scan. The free tier applies first, shared with the HTTP API and all MCP tools.

Input Schema

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200000,
      "description": "Text to scan for prompt-injection risk."
    }
  },
  "required": [
    "text"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "risk": {
      "type": "string",
      "enum": [
        "low",
        "medium",
        "high"
      ]
    },
    "score": {
      "type": "number",
      "minimum": 0,
      "maximum": 1
    },
    "signals": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "risk",
    "score",
    "signals"
  ],
  "additionalProperties": false
}

Community

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Evidence

Recent observations

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