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discovery vs StoriesOnBoard - structured specifications for AI Agents

discovery is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑30.

discovery is a plugin bundle for AI coding tools published by Incubyte. No marketplace we read lists it any more. StoriesOnBoard - structured specifications for AI Agents is an MCP server published by storiesonboard.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-13. 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
MarketplacediscoveryStoriesOnBoard - structured specifications for AI Agents
Community marketplace incubyte/ai-plugins Removed on 2026-10-30
Version: 0.2.0
Forks (GitHub): 3
Stars (GitHub): 18
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
No figure published
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 StoriesOnBoard - structured specifications for AI Agents
Factdiscoveryno longer listed · StoriesOnBoard - structured specifications for AI Agents
Marketplaces that list it (differs)01
Stars (GitHub) (differs)18No figure on GitHub
Forks (GitHub) (differs)3No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (api.storiesonboard.com/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)2Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/incubyte/ai-pluginsNot stated
Changes in the last 7 days00
First seen (differs)2026-10-222026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 12 h ago, requires authentication

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.

  • 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

  • Product Manager Copilot

    Guide product managers from idea to launch using the Pragmatic Framework (Foundations, Focus, Build). Every stage ends in a client-ready artifact (Markdown or Word .docx).

    by Julian · Plugin bundle

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

  • Product Management

    Write feature specs, plan roadmaps, and synthesize user research faster. Keep stakeholders updated and stay ahead of the competitive landscape.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · 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

  • product-studio

    Turn an idea into a buildable plan: product strategy, Claude-Design-grade UX, a PRD map, a wave plan and a Definition of Done.

    by Legion Code Inc. · Plugin bundle

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

  • claude-plugin-product-management

    A product management plugin for Claude that helps you draft clear, shippable product docs faster. It generates PRDs, user stories with acceptance criteria, stakeholder updates…

    by pmprompt · 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:

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

StoriesOnBoard - structured specifications for AI Agents

In its own words, on Official MCP Registry:

Turn PRDs and product ideas into structured specs so coding agents build your intent, not theirs.

How to run each

discovery

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

StoriesOnBoard - structured specifications for AI Agents As a remote MCP server

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

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

Only StoriesOnBoard - structured specifications for AI Agents 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: StoriesOnBoard - structured specifications for AI Agents · 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