Needle Remote vs career-coach
Needle Remote is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). career-coach is a plugin bundle for AI coding tools published by Antony Zaki. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-22. 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
| Marketplace |  Needle Remote | |
|---|---|---|
| Docker MCP Catalog | Listed Version: not stated No figure published Not marked · First seen |
Not listed |
| Community marketplace aznatkoiny/zai-skills | Not listed | Listed Version: 1.3.0 Forks (GitHub): 1 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
| Fact | Needle Remote | career-coach |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | No figure on GitHub | 10 |
| Forks (GitHub) (differs) | No figure on GitHub | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.needle.app/mcp) | Installs as a plugin bundle |
| Transport (differs) | Streamable HTTP | Not stated |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | 4, secrets among them: 2 |
| Hooks it runs (differs) | Not published | 2 |
| Parts of the bundle (differs) | Not a bundle | 14 |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | Not stated | github.com/aznatkoiny/zai-skills |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-15 |
| Endpoint at the last check (differs) | Answered with HTTP 301 (5 days ago) | no remote endpoint we check |
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
Needle Remote
Production-ready RAG service to search and retrieve data from your documents.
career-coach
AI-powered career coaching with 8 commands covering the full pipeline — job search, ATS checks, mock interviews, offer comparison, follow-ups — plus an API-first job intelligence MCP server and LaTeX resume rendering.
How to run each
Needle Remote As a remote MCP server
claude mcp add --transport http needle https://mcp.needle.app/mcpRequires: NEEDLE_API_KEY (secret)
career-coach As a Claude Code plugin
/plugin marketplace add aznatkoiny/zai-skills
/plugin install career-coach@zAI-SkillsCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Needle Remote 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
Only Needle Remote asks for
NEEDLE_API_KEY (secret)
Only career-coach asks for
ADZUNA_APP_IDADZUNA_APP_KEY (secret)USAJOBS_API_KEY (secret)USAJOBS_EMAIL
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Needle Remote · What it can do: career-coach · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.