Ext Ops Panel
Open dashboard
Comparison

discovery vs Coghelm: AI tools for leaders

discovery is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑23.

discovery is a plugin bundle for AI coding tools published by AI Hub Contributors. No marketplace we read lists it any more. Coghelm: AI tools for leaders is an MCP server published by coghelm.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplacediscoveryCoghelm: AI tools for leaders
Community marketplace dodobrands/ai-hub Removed on 2026-10-23
Version: 0.1.0
Forks (GitHub): 8
Stars (GitHub): 8
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.1.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

discovery vs Coghelm: AI tools for leaders
Factdiscoveryno longer listed · Coghelm: AI tools for leaders
Marketplaces that list it (differs)01
Stars (GitHub) (differs)80
Forks (GitHub) (differs)80
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (coghelm.com/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)13Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/dodobrands/ai-hubgithub.com/thelconsulting/coghelm-mcp
Changes in the last 7 days (differs)20
First seen (differs)2026-10-162026-10-17
Endpoint at the last check (differs)no remote endpoint we checkResponded 5 days ago

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of discovery

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • closedloop-skills

    AI Product Discovery skills for Claude Code, powered by ClosedLoop AI. Deep-dive into any topic against all your product insights — every customer quote, pain point, business…

    by closedloop-ai-org · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • product-discovery

    Run a product initiative as a tracked journey — not a toolbox of one-shot answers. Persistent state across sessions: living PRD, evidence-typed hypotheses…

    by lenar-amirov · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • discovery

    End-to-end product discovery flow that produces a structured PRD

    by Incubyte · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • brief

    Brief navigates your team and AI agents from vision to impact. Capture decisions, surface product context, and stop your agents building the wrong thing.

    by brief-hq · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • product-skills

    Craft & ship products — discovery, specs, experiments, readouts, competitive strategy

    by Amplitude · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • prepkit-product

    Product management skills for Claude Code. Gives Claude structured methodologies for discovery synthesis (JTBD, empathy mapping, journey mapping), user research design (interview…

    by namht1st · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

discovery

In its own words, on Community GitHub marketplaces:

Full product discovery cycle — from problem to go/no-go decision (9 phases, 12 sub-agents)

Coghelm: AI tools for leaders

In its own words, on Official MCP Registry:

Curated AI tools for leaders: recommend and compare tools by job, plus 1:1 and board templates.

How to run each

discovery

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Coghelm: AI tools for leaders As a remote MCP server

Claude Code
claude mcp add --transport http coghelm https://coghelm.com/mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only Coghelm: AI tools for leaders has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: discovery · What it can do: Coghelm: AI tools for leaders · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built