Disco MCP Server

Find novel, statistically validated patterns in tabular data - feature interactions, subgroup effects, and conditional relationships that humans and agents miss. It is available as a remote MCP endpoint.

Teams that work with Discovery and want a hosted endpoint instead of running a local process. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-10 · ★ 7 · #765 OF 945 MAINTAINED OTHER · VERIFIED 2026-09-18

MIT · Python servers · how we verify → /methodology

01 · Install Disco

before you install - you'll need

Set DISCOVERY_API_KEY before connecting.

Claude Code

claude mcp add leap-laboratories-discovery-engine --transport http https://disco.leap-labs.com/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "leap-laboratories-discovery-engine": {
      "url": "https://disco.leap-labs.com/mcp"
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

https://disco.leap-labs.com/mcp

transport: streamable-http

endpoint alive - responded to MCP initialize · probed 2026-09-17

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as remote - your agent's requests go to disco.leap-labs.com

endpoint auth accepted our unauthenticated MCP initialize - no credentials needed to connect

license MIT - declared in the repository

registry vendor namespace com.leap-labs - domain-verified with the official MCP registry

03 · Who maintains Disco

Disco is maintained by leap-laboratories. It's the only MCP server we track from this author; the repo dates to Feb 2026.

04 · Facts

repository: github.com/leap-laboratories/discovery-engine
website: https://www.leap-labs.com/
category: other - ranked #765 of 945 actively-maintained other servers as of 2026-09-18.
registry: com.leap-labs/discovery-engine (active, first published 2026-02-25 · 2 versions)

05 · Disco FAQ

What is Disco?

Is Disco still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-10. We re-verify nightly.

How do I install Disco?

Run `claude mcp add leap-laboratories-discovery-en --transport http https://disco.leap-labs.com/mcp`. The README documents one environment variable (DISCOVERY_API_KEY) to set first. Set DISCOVERY_API_KEY before connecting. You can also paste the ready-made client config above.

Does Disco require authentication?

No - the endpoint accepted our unauthenticated MCP initialize when probed on 2026-09-17; you can connect without credentials.

06 · Alternatives to Disco

Alternatives to Disco

Maintained other servers if Disco isn't the fit.

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