ML Referee

MCP server · hosted · v1.1.0 · io.github.scarrico/mlreferee

NEW · 1h agoSeen in the registry 4m ago

Evaluate ML features beyond a baseline and test bounded feature repairs. Invite-only beta.

What it does

ML Referee is an MCP server, a connector that lets an AI assistant use it as a tool. It is hosted: an assistant connects to it over the internet, nothing to install.

No capability identified yet from its description.

Facts come from the Official MCP Registry, as declared by the publisher. Capabilities are matched automatically (low confidence). None of this is a test of the tool.

At a glance

Hosted (remote)YES

Local installNO

Version1.1.0

PriceNot in the registry

First seen26 Oct 2026

Last checked4m ago

How to connect

As declared in the Official MCP Registry · not tested by Electra Index

Hosted endpoint

https://api.mlreferee.com/mcp streamable-http

In Claude Code: claude mcp add --transport http ml-referee https://api.mlreferee.com/mcp

MCP settings (Claude Desktop, Cursor and other MCP clients)

{
  "mcpServers": {
    "ml-referee": {
      "url": "https://api.mlreferee.com/mcp"
    }
  }
}

Facts & evidence

Each fact shows where it was seen and when.

Fact	Value	Evidence	Source	Last confirmed
Hosted endpoint	https://api.mlreferee.com/mcp	DECLARED	SRC-001 Official MCP Registry	4m ago
Local install (package)	no	DECLARED	SRC-001 Official MCP Registry	4m ago
Remote access (hosted)	yes	DECLARED	SRC-001 Official MCP Registry	4m ago
Website	https://mlreferee.com	DECLARED	SRC-001 Official MCP Registry	4m ago
Registry status	active	DECLARED	SRC-001 Official MCP Registry	4m ago
Version	1.1.0	DECLARED	SRC-001 Official MCP Registry	4m ago
MCP server	yes	DECLARED	SRC-001 Official MCP Registry	4m ago

Change history

NEW26 Oct 2026
first seen in the index

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Questions about ML Referee

How do I connect ML Referee?

Use the hosted endpoint https://api.mlreferee.com/mcp in your assistant's MCP settings. The exact settings are in "How to connect" above, as declared in the Official MCP Registry.