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latex-mcp

An MCP server that renders LaTeX math expressions and step-by-step solutions into high-quality PNG images and hosted URLs. It enables AI assistants to provide visual mathematical solutions formatted for messaging platforms like iMessage.

Updated
Feb 22, 2026

latex-mcp 🧮

An MCP server that renders LaTeX math expressions into beautiful PNG images — built for AI assistants like Poke that solve math problems from photos.

How It Works

User sends photo of math problem
→ AI (Poke) solves it
→ AI calls this MCP server with the LaTeX solution
→ Server renders it into a clean PNG image
→ AI sends the image URL back in iMessage

Tools

render_solution ⭐ (Primary tool)

Renders a full step-by-step solution with highlighted final answer. Returns both a hosted image URL (for iMessage) and a base64 PNG.

get_image_url

Returns a hosted CodeCogs URL for any LaTeX expression — iOS renders it inline in iMessage.

render_latex

Renders LaTeX to a base64-encoded PNG for embedding.

MCP Endpoint

https://latex-mcp.onrender.com/mcp

Connect to Poke / Claude Desktop

{
  "mcpServers": {
    "latex-mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://latex-mcp.onrender.com/mcp"]
    }
  }
}

Example Usage

When Poke solves 2x + 4 = 10, it should call:

{
  "tool": "render_solution",
  "params": {
    "problem_description": "Solve for x: 2x + 4 = 10",
    "steps_latex": ["2x + 4 = 10", "2x = 10 - 4", "2x = 6", "x = \\frac{6}{2}"],
    "final_answer_latex": "x = 3"
  }
}

Returns an image_url to send directly in iMessage. 🎉

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