Gemini CLI AILANG Parse mcpConvert

How to: Gemini CLI AILANG Parse mcpConvert

client:Gemini CLI transport:streamable-http tool:mcpConvert

Add AILANG Parse to Gemini CLI

01
Open ~/.gemini/settings.json and merge this in. Keep any servers already there.

{
  "mcpServers": {
    "parse": {
      "httpUrl": "https://docparse.ailang.sunholo.com/mcp/"
    }
  }
}

02
Save the file and restart Gemini CLI.
03
Ask for something mcpConvert does. Gemini CLI lists the server's tools on connect and calls mcpConvert itself — you do not invoke it by name.
04
If nothing happens, check the server is running and that AILANG Parse's identifier in your config matches the one above exactly.

Gemini expands $VAR and ${VAR} inside env values, so a secret can live in your shell rather than this file. Gemini CLI docs

Set these first

AILANG Parse will not start until these are set, so mcpConvert never becomes available.

DOCPARSE_API_KEY
AILANG_PARSE_MCP_URL

Same tool, other clients

This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.

AILANG Parse MCP server