Ext Ops Panel
Open dashboard
Comparison

mb vs ai.imboard/dossier

mb is a plugin bundle for AI coding tools published by Haobing Chu. Marketplaces we read that list it: 1 (Community GitHub marketplaces). ai.imboard/dossier is an MCP server published by imboard.ai. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-10-14. 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
Marketplacembai.imboard/dossier
Community marketplace frankchu91/mindbase Listed
Version: 0.4.3
Forks (GitHub): 17
Stars (GitHub): 130
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.4
Downloads/month (npm): 15 136
Downloads/week (npm): 12 114
Forks (GitHub): 3
Stars (GitHub): 10
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

mb vs ai.imboard/dossier
Factmbai.imboard/dossier
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)130 (better)10 (worse)
Forks (GitHub) (differs)17 (better)3 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mindbase-mcp)On your machine (@ai-dossier/mcp-server)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Hooks it runs (differs)1Not published
Parts of the bundle (differs)201
Licence (differs)MITAGPL-3.0-only
Repository (differs)github.com/frankchu91/mindbasegithub.com/imboard-ai/ai-dossier
Changes in the last 7 days22
First seen (differs)2026-10-132026-10-11

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

mb

In its own words, on Community GitHub marketplaces:

Build and maintain a persistent AI-tended research wiki. Includes MCP server with 49 tools, slash commands, sub-agents, and an auto-context-injection hook.

ai.imboard/dossier

In its own words, on Official MCP Registry:

MCP server for dossier automation standard - enables LLMs to discover, verify, and execute dossiers

How to run each

mb As a Claude Code plugin

Claude Code
/plugin marketplace add frankchu91/mindbase
/plugin install mb@mindbase

ai.imboard/dossier As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio dossier -- npx -y @ai-dossier/mcp-server

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: mb · What it can do: ai.imboard/dossier · 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