magi-researchers vs Thermo Orbitrap (Instrument API)
magi-researchers is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑28.
magi-researchers is a plugin bundle for AI coding tools published by axect. No marketplace we read lists it any more. Thermo Orbitrap (Instrument API) is an MCP server published by K-Dense-AI. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Thermo Orbitrap (Instrument API) | |
|---|---|---|
| Community marketplace axect/magi-researchers | Removed on 2026-10-28 Version: 0.19.0 Forks (GitHub): 1 Stars (GitHub): 13 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.1.1 Downloads/month (PyPI): 312 Downloads/week (PyPI): 28 Forks (GitHub): 2 Stars (GitHub): 23 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 | magi-researchersno longer listed · | Thermo Orbitrap (Instrument API) |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 13 | 23 |
| Forks (GitHub) (differs) | 1 | 2 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (labmcp-thermo-iapi) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 4, secrets among them: 0 |
| Parts of the bundle (differs) | 9 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/axect/magi-researchers | github.com/k-dense-ai/lab-instrument-mcps |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-14 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of magi-researchers
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Semi-automated research assistant with skills for literature review, experiments, analysis, writing, and project knowledge management
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run-deep-research
Skills for deep research with OpenAI, Perplexity, Edison/Falcon, Cyberian, and OpenScientist
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Deep research skill for Claude Code. Bootstraps the hyperresearch CLI and hands off to its 16-step research pipeline.
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Research orchestrator (hybrid router + fallback). Deterministic SIGNALS classification routes to 6 specialists (pulse/litreview/grants/dossier/patent/syllabus) at >=2 signals…
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Select & run open-source AI literature-review tools: a curated 70+ catalog plus a launcher (scripts/litrun.py) that installs and runs the top tools and pipelines.
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This skill should be used when conducting comprehensive research on any topic using the OpenAI Deep Research API. It aut
What each says it does
magi-researchers
Three AI models, one synthesis — multi-model research workflow for scientific domains
Thermo Orbitrap (Instrument API)
MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.
How to run each
magi-researchers
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Thermo Orbitrap (Instrument API) As a local MCP server: PyPI package
claude mcp add --transport stdio labmcp-thermo-iapi -- uvx labmcp-thermo-iapiCommands 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
The marketplaces of magi-researchers publish no settings it asks for, so we do not compare settings.
What it can do: magi-researchers · What it can do: Thermo Orbitrap (Instrument API) · 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.