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adaptive-agent vs SkillDB

adaptive-agent is a plugin bundle for AI coding tools published by truenorth-lj. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). SkillDB is an MCP server published by devchad-cmd. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-16. 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
Marketplaceadaptive-agentSkillDB
Claude Code: claude-plugins-community Listed
Version: 01e8c03
Forks (GitHub): 0
Stars (GitHub): 5
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.8.4-registry.1
Downloads/month (npm): 502
Downloads/week (npm): 181
Forks (GitHub): 1
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

adaptive-agent vs SkillDB
Factadaptive-agentSkillDB
Marketplaces that list it11
Stars (GitHub) (differs)5 (better)1 (worse)
Forks (GitHub) (differs)0 (worse)1 (better)
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (skilldb.dev/api/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 1
Parts of the bundle (differs)2Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/truenorth-lj/adaptive-agent-skillgithub.com/devchad-cmd/skilldb-sdk
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 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

adaptive-agent

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

Make your AI agent get stronger with use. Includes two skills: /skill-review (periodic audit of all skills for staleness, missing gotchas, and improvements) and /build-user-profile (build user profile from workspace context so the agent knows who you are). Also includes CLAUDE.md behavioral rules for skill self-improvement on friction, memory-to-skill feedback loops, and automatic skill gap detection. Inspired by Hermes Agent's four-layer memory architecture.

SkillDB

In its own words, on Official MCP Registry:

Search and load AI agent skills. Free metadata; full content requires a Pro or Studio account.

How to run each

adaptive-agent As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install adaptive-agent@claude-community

SkillDB As a remote MCP server

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

Requires: SKILLDB_API_KEY (secret)

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

Only SkillDB 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

The marketplaces of adaptive-agent publish no settings it asks for, so we do not compare settings.

What it can do: adaptive-agent · What it can do: SkillDB · 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