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Comparison

Waggle vs dev.stepcode/stepcode

Waggle is a plugin bundle for AI coding tools published by Abhigyan Shekhar. Marketplaces we read that list it: 1 (Community GitHub marketplaces). dev.stepcode/stepcode is an MCP server published by stepcode.dev. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. 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
MarketplaceWaggledev.stepcode/stepcode
Community marketplace abhigyan-shekhar/waggle-mcp Listed
Version: 0.1.3
Forks (GitHub): 139
Stars (GitHub): 44
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

Waggle vs dev.stepcode/stepcode
FactWaggledev.stepcode/stepcode
Marketplaces that list it11
Stars (GitHub) (differs)44No figure on GitHub
Forks (GitHub) (differs)139No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (stepcode.dev/api/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)6, secrets among them: 0Not published
Parts of the bundle (differs)5Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/abhigyan-shekhar/waggle-mcpgithub.com/people-analyst/stepcode
Changes in the last 7 days (differs)20
First seen (differs)2026-10-122026-10-11
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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

Waggle

In its own words, on Community GitHub marketplaces:

Local graph memory that lets Codex recall project context across sessions.

dev.stepcode/stepcode

In its own words, on Official MCP Registry:

Read-only MCP access to stepcode.dev's how-to corpus: analysis pages by tool.

How to run each

Waggle As a Codex plugin

Codex
codex plugin marketplace add abhigyan-shekhar/waggle-mcp

dev.stepcode/stepcode As a remote MCP server

Claude Code
claude mcp add --transport http stepcode https://stepcode.dev/api/mcp

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

Tools each declares

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

Settings each asks for

The marketplaces of dev.stepcode/stepcode publish no settings it asks for, so we do not compare settings.

What it can do: Waggle · What it can do: dev.stepcode/stepcode · 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