mcpbeat Sign in

Milatexai MCP Server

by yasaminfayyaz Your server? Claim it
not responding

Milatexai is listed as active in the registry but did not answer our last check. Last commit 11 Sep 2026.

Edit your Overleaf LaTeX projects from Claude and ChatGPT; every change is a real Git commit.

Uptime history 48 days of history · worst day 20%
48 days agonow
29.7%
Uptime 24h
27 of 91 checks
Tools
hidden behind auth
9990 ms
Response time
average over 24h
2
Stars
last commit 11 Sep 2026

What the code does

We read the source, 23 h ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Builds a file path from a variable leafbridge/texlocate.py:120
    main_path = os.path.join(repo_dir, main_rel)
        env = dict(os.environ)
  if(s.issues.length){ box.classList.remove("hidden"); box.innerHTML=s.issues.map(x=>'<div class="'+(x.level==="e"?"e":"w")+'"><span class="k">'+esc(x.key||"")+'</span>: '+esc(x.msg)+'</div>').join(""); }

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 15 min ago.

run in your terminal
claude mcp add milatexai --transport http https://milatexai.com/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "milatexai": {
      "url": "https://milatexai.com/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.milatexai]
url = "https://milatexai.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "milatexai": {
      "url": "https://milatexai.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "milatexai": {
      "url": "https://milatexai.com/mcp"
    }
  }
}

Endpoints

URLTransportStateLatencyChecked
https://milatexai.com/mcp streamable-http answering 20001 ms 15 min ago

Alternatives to Milatexai

same job, measured the same way
Gisti — AI Checklists
by antonchuraev99

Read, AI-create, and edit your Gisti checklists in plain language from any MCP client.

answering
LLMemory
by meir-may

Search your AI chat history (ChatGPT, Claude, Codex) from any MCP client. Remote, private, read-only

answering
pepita
by pepita-mcp

Read, edit, publish, and preview your pepita websites from Claude.

110 installs/wk answering
Overleaf
by yangzichao

Read and edit Overleaf papers from any AI client. Edits can arrive as tracked-change suggestions.

1 233 installs/wk local only
PaperDock
by paperdock

Overleaf alternative online LaTeX editor. AI agents edit, comment, and chat. Keep or revert edits.

14 tools answering
Spreadsheet Builder
by theluckystrike

Open, inspect, filter, edit and convert xlsx and csv files from your AI chat. Processing is local.

local only
Spreadsheet Generator
by theluckystrike

Open, inspect, filter, edit and convert xlsx and csv files from your AI chat. Processing is local.

local only
Excel Spreadsheet XLSX CSV
by theluckystrike

Open, inspect, filter, edit and convert xlsx and csv files from your AI chat. Processing is local.

13 tools answering

Milatexai — questions

Answers built from our own checks of this server.

Is Milatexai working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 27 of 91 checks got a reply (29.7%), average response time 9990 ms. The bar chart above shows every period we have measured.
The registry lists Milatexai as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect Milatexai?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Milatexai need an API key?
No. Milatexai completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. This is what we observed, not what the docs claim.
Is Milatexai open source?
Yes — it is published under the AGPL-3.0 licence, written in Python and 2 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.