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BABOK Analyst vs ML Pipeline
Two Agent Workflows tools whose own descriptions overlap (shared terms: pipeline, gates). Here's what each project says it does and the public numbers, side by side, so you can pick one in a minute instead of reading two READMEs.
| BABOK Analyst | ML Pipeline | |
|---|---|---|
| What it says it does | BABOK v3 business analysis agent with 16 MCP tools, a 9-stage pipeline, and human-in-the-loop approval gates. | Enforces a strict 16-step data-first ML workflow — data inspection, EDA, and problem definition before any model training — with explicit user-permission gates, marimo notebooks, and matplotlib figures at every step; also works in Claude Code and Kimi. |
| Maker | GSkuza | jananthan30 |
| GitHub stars | 17 | 2 |
| Last push | pushed 2026-11-12 (this week) | pushed 2026-11-11 (this week) |
| License | No license file | Apache-2.0 |
| Language | JavaScript | Python |
| Packaged as | MCP server, plugin | plugin |
| Works with | Claude Code | Claude Code |
| Install | /plugin marketplace add GSkuza/BABOK_ANALYST | /plugin marketplace add jananthan30/ml-pipeline |
| Editor's pick | No | No |
| In our catalog since | 2026-10-25 | 2026-10-25 |
| Source | github.com/GSkuza/BABOK_ANALYST | github.com/jananthan30/ml-pipeline |
| Our page | BABOK Analyst → | ML Pipeline → |
The differences that matter
- Attention: BABOK Analyst has 17 GitHub stars to ML Pipeline's 2 (about 8×).
- Activity: both got a push within days of each other (2026-11-12 and 2026-11-11).
- License: BABOK Analyst is No license file, ML Pipeline is Apache-2.0.
- Packaging: BABOK Analyst ships as MCP server, plugin; ML Pipeline as plugin.
Who each one suits
BABOK Analyst, if…
- You use Claude Code: the project's own description or install command targets it.
- You want something you install yourself; the install command doesn't point at a hosted endpoint.
- You're only trying it out: there's no recognized license file, so reuse rights are unclear.
- You want a project that's actively being worked on right now.
- You're happy to be an early user of a small project.
ML Pipeline, if…
- You use Claude Code: the project's own description or install command targets it.
- You want something you install yourself; the install command doesn't point at a hosted endpoint.
- You need a permissive license (Apache-2.0) for work or commercial use.
- You want a project that's actively being worked on right now.
- You're happy to be an early user of a small project.
So which one?
We haven't run both, so we won't crown a winner. Use the list above to rule one out, then read its README and recent commits before installing. Anything that runs commands on your machine deserves a look at the code.
Related
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Data from GitHub and each project's README, checked 2026-11-15. We haven't installed or audited these, and stars measure attention, not quality. Paid placements never change this page. Spot a mistake? hello@pickaplugin.com
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