Ext Ops Panel
Open dashboard
Comparison

socai-social-research vs JustOneAPI

socai-social-research is a plugin bundle for AI coding tools published by socai. Marketplaces we read that list it: 1 (Community GitHub marketplaces). JustOneAPI is an MCP server published by justoneapi-official. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-08. 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
Marketplacesocai-social-researchJustOneAPI
Community marketplace socai-io/socai Listed
Version: 0.5.0
Forks (GitHub): 30
Stars (GitHub): 256
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 2.0.0
Forks (GitHub): 0
Stars (GitHub): 6
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

socai-social-research vs JustOneAPI
Factsocai-social-researchJustOneAPI
Marketplaces that list it11
Stars (GitHub) (differs)256 (better)6 (worse)
Forks (GitHub) (differs)30 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (mcp.justoneapi.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
LicenceNot statedNot stated
Repository (differs)github.com/socai-io/socaigithub.com/justoneapi-official/justoneapi-mcp
Changes in the last 7 days22
First seen (differs)2026-11-062026-11-08
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

socai-social-research

In its own words, on Community GitHub marketplaces:

Research public posts, comments, creators, and trends on Xiaohongshu, Douyin, TikTok, Instagram, LinkedIn, and X/Twitter with the local socai CLI and the user's authenticated Chrome session.

JustOneAPI

In its own words, on Official MCP Registry:

Discover and call social media and e-commerce data APIs with JustOneAPI authentication.

How to run each

socai-social-research As a Claude Code plugin

Claude Code
/plugin marketplace add socai-io/socai
/plugin install socai-social-research@socai

JustOneAPI As a remote MCP server

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

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

What it can do: socai-social-research · What it can do: JustOneAPI · 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