INDIVIDUAL MCP TOOL

read_document

OCR a document or image into clean Markdown (or structured JSON).

vlm.runnone authenticationAvailability not checked

LIVE ENDPOINT

https://gateway.vlm.run/mcp

No auth detected

Connect to this endpoint to inspect the live schema for read_document and invoke it with your own arguments.

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.vlmrun]
url = "https://gateway.vlm.run/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "vlmrun": {
      "type": "http",
      "url": "https://gateway.vlm.run/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: vlmrun
Remote MCP URL: https://gateway.vlm.run/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "vlmrun": {
      "url": "https://gateway.vlm.run/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "vlmrun": {
      "type": "http",
      "url": "https://gateway.vlm.run/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "vlmrun",
  "transport": "streamable-http",
  "url": "https://gateway.vlm.run/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

read_image — Describe a still image, or answer a question about what it shows.
read_audio — Transcribe an audio file into text (or a structured transcription object).
read_video — Describe or transcribe a video into text (or structured JSON).
list_models — List the models this gateway currently serves, and which read_* tool each fits.