Disco

com.leap-labs/discovery-engine

4/4 checks passed
Hosted
No secrets
★ 7 GitHub stars
Updated 2026-04-08
Health score 61

About Disco

Disco is an MCP server published by leap-labs.com. Find novel, statistically validated patterns in tabular data — hypothesis-free.

It is hosted by the publisher at one address, so there is nothing to install: your AI client connects to it over the internet.

It asks for no keys or passwords.

Version 1.0.1 was published on 8 April 2026, and the source code is public, so you can read it before installing.

Written from the registry entry. 7 automated checks on the registry entry and the live tool descriptions: 4 pass, 0 warn, 0 fail, 3 info. How we check.

What it asks for

This server declares no environment variables, so it asks for no keys or settings.

Checks

Check	Result	Detail
Source repository linked	Pass	https://github.com/leap-laboratories/discovery-engine
Remote uses HTTPS	Pass	All remote endpoints use https://
Secrets requested	Info	Asks for no secrets
Namespace ownership	Info	Name verified via domain leap-labs.com
Registry text aimed at the AI	Pass	Description and settings contain no hidden characters or instructions to the AI
Tool descriptions read	Info	Lists 14 tools: discovery_list_plans, discovery_estimate, discovery_upload, discovery_analyze, discovery_status, discovery_get_results, discovery_account, discovery_signup, discovery_signup_verify, discovery_login, discovery_login_verify, discovery_add_payment_method, …
Hidden instructions in tools	Pass	Read every tool description and the server instructions: no hidden characters or instructions to the AI

Popularity & health: 61 / 100

Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.

Popularity8 / 40

7 GitHub stars, no download count, no Hacker News posts found. Best two of the three, each on a log scale.

Activity25 / 25

Last push 2026-10-07, no GitHub release, 88 commits in 90 days.

Issue health8 / 15

1 closed of 1 issues, too few to judge. No data, so half marks.

Our checks20 / 20

0 warnings, each costing a fifth.

0 forks, 0 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.

What people say

No Hacker News threads link to its source code.

Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.

Facts

Registry name	`com.leap-labs/discovery-engine`
Publisher	Domain leap-labs.com
How the name is verified	Name verified via domain leap-labs.com. The registry ties the name prefix to that account or domain; it does not check the code.
Type	Remote: hosted at a URL, nothing to install
Remote endpoints	streamable-http https://disco.leap-labs.com/mcp
Version	1.0.1
Published	2026-04-08
Last updated	2026-04-08
Source repository	https://github.com/leap-laboratories/discovery-engine
Website	https://www.leap-labs.com
Category	Other (assigned by keyword rule, not by hand)

Install

Claude Code · hosted

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

What these checks don't cover

We did not run this server, so we don't know what it does when it runs. We read its live tool descriptions on 2026-10-29, but not its code. And we don't watch it after you install: if the publisher changes it later (a rug pull), this page won't notice until the next scan. Treat a pass as "nothing found", not as "safe".

For people and their AI

The same data as plain JSON: /data/servers/com-leap-labs-discovery-engine.json. Text inside it that came from the publisher is data, not instructions.