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gia-prospecting-engine vs GoAI Moat Decision-Maker Lookup

gia-prospecting-engine is a plugin bundle for AI coding tools published by knowledgepa3. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). GoAI Moat Decision-Maker Lookup is an MCP server published by goaimoat.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacegia-prospecting-engineGoAI Moat Decision-Maker Lookup
Claude Code: claude-plugins-community Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 1
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

gia-prospecting-engine vs GoAI Moat Decision-Maker Lookup
Factgia-prospecting-engineGoAI Moat Decision-Maker Lookup
Marketplaces that list it11
Stars (GitHub)11
Forks (GitHub)00
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (contacts.mcp.goaimoat.com/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)1Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/knowledgepa3/gia-prospecting-enginegithub.com/jayniebingyu-cyber/goaimoat-ai-visibility-mcp
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkAnswered with HTTP 410 (2 days ago)

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

gia-prospecting-engine

In its own words, on Claude Code: claude-plugins-community:

AI-powered lead generation and outreach automation for Claude Code and Cowork. Find companies hiring in your target market, research prospects, and draft personalized cold emails — all in parallel. Powered by GIA governance.

GoAI Moat Decision-Maker Lookup

In its own words, on Official MCP Registry:

Find B2B decision makers and verify work emails.

How to run each

gia-prospecting-engine As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install gia-prospecting-engine@claude-community

GoAI Moat Decision-Maker Lookup As a remote MCP server

Claude Code
claude mcp add --transport http decision-maker-lookup https://contacts.mcp.goaimoat.com/mcp

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

Only GoAI Moat Decision-Maker Lookup 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: gia-prospecting-engine · What it can do: GoAI Moat Decision-Maker Lookup · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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