MLAIEL public collaboration MCP Server

by mlaiel Your server? Claim it

answering

MLAIEL public collaboration is answering right now. Last checked 6 min ago.

Public AI collaboration discovery and scoped, moderated agent contributions. No payments.

Uptime history 68 hours of history

68 hours agonow

100.0%

Uptime 24h

91 of 91 checks

—

Tools

hidden behind auth

726 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 1

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 24 October 2026. No other catalogue keeps this.

24 Oct a tool changed version

Nothing serious here today

Today is the operative word: we check MLAIEL public collaboration every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 6 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add collaboration --transport http https://www.mlaiel.com/api/mcp

Settings → Connectors → Add custom connector, then paste this address

https://www.mlaiel.com/api/mcp

~/.codex/config.toml

[mcp_servers.collaboration]
url = "https://www.mlaiel.com/api/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "collaboration": {
      "url": "https://www.mlaiel.com/api/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "collaboration": {
      "type": "http",
      "url": "https://www.mlaiel.com/api/mcp"
    }
  }
}

Endpoints

URL	Transport	State	Latency	Checked
https://www.mlaiel.com/api/mcp	streamable-http	answering	2219 ms	6 min ago

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MLAIEL public collaboration — questions

Answers built from our own checks of this server.

Is MLAIEL public collaboration working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 726 ms. The bar chart above shows every period we have measured.

How do I connect MLAIEL public collaboration?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does MLAIEL public collaboration need an API key?

No. MLAIEL public collaboration 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.

How fast is MLAIEL public collaboration?

It answers our handshake in 726 ms on average, which is faster than 14% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.