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com.leap-labs/discovery-engine

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7★ stars

0weekly installs

3 months agolast release

Provenancewhere it came from, and what was verified

✦

First-party publisher

Published by the owner of leap-labs.com, who proved control of the domain through the official MCP registry.

Verified owner: leap-labs.com ↗com.leap-labs/discovery-engine

🛡 Permissions & trustwhat this server can touch before you run it

◆

Network access

Connects to a hosted remote endpoint.

About

Find novel, statistically validated patterns in tabular data — hypothesis-free.

Packages & transports

remotehttps://disco.leap-labs.com/mcpHTTP

Metadata

Sourcegithub.com/leap-laboratories/discovery-engine ↗

LicenseMIT

Quality 91/100

how much you can lean on this server

Maintenance

45/45

Completeness

35/35

Reliability

11/20

Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →

Tool definition quality 72/100

how well its 14 tools describe themselves to an agent

▸discovery_list_plans100A

Description

present and substantive

Param types

no parameters

Param docs

no parameters

Structure

required fields declared

▸discovery_estimate75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_upload68C

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_analyze75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_status75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_get_results75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_account68C

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_signup75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_signup_verify75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_login75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_login_verify75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_add_payment_method75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_purchase_credits68C

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

▸discovery_subscribe75B

Description

present and substantive

Param types

params declare a type

Param docs

params are described

Structure

required fields declared

Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored →

For the maintainer

Raise this grade

up to +9 on quality

Own this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.

Collect working reviewsReliability

With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.

Tool definitions to fix first

discovery_upload68/100

5 of 5 params have no description: `api_key`, `file_url`, `file_name`, `file_path`, +1 more. Describe each one.
No `required` array. Declare which params are mandatory so an agent knows what it must provide.

discovery_account68/100

1 of 1 params have no description: `api_key`. Describe each one.
No `required` array. Declare which params are mandatory so an agent knows what it must provide.

discovery_purchase_credits68/100

2 of 2 params have no description: `packs`, `api_key`. Describe each one.
No `required` array. Declare which params are mandatory so an agent knows what it must provide.

discovery_estimate75/100

4 of 4 params have no description: `api_key`, `num_columns`, `file_size_mb`, `analysis_depth`. Describe each one.

Already earned (5) ▾

✓Describe what it does+11

✓Give an install path+11

✓Declare a license+7

✓Link the source+6

✓Keep it active+45

These are structural checks, so the fixes are exact. See the full formula →

Add a badge to your README

[![SocketCat](https://socketcat.com/badge/com.leap-labs/discovery-engine)](https://socketcat.com/servers/com.leap-labs/discovery-engine)

Shows your live quality grade and links back here. It updates itself as the grade changes.

Add to your client

Pick your client, copy, paste into its config. That's the whole setup.

~/.claude/claude_desktop_config.json

{
  "mcpServers": {
    "discovery_engine": {
      "command": "npx",
      "args": [
        "-y",
        "discovery-engine"
      ]
    }
  }
}

▶ Try itlive against disco.leap-labs.com

This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.

Disco✦Publisher🛡 No advisories

Provenancewhere it came from, and what was verified

🛡 Permissions & trustwhat this server can touch before you run it

About

Packages & transports

Metadata

Raise this grade

Add a badge to your README

Reviews

▶ Try itlive against disco.leap-labs.com

DiscoPublisher🛡 No advisories