research-to-integration vs phenoworks-mcp
research-to-integration is a plugin bundle for AI coding tools published by Gleb Kalinin. Marketplaces we read that list it: 1 (Community GitHub marketplaces). phenoworks-mcp is an MCP server published by OpenSciML. Marketplaces we read that list it: 1 (PyPI (MCP servers)). As of our marketplace pass on 2026-11-09. 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 | ||
|---|---|---|
| Community marketplace glebis/claude-skills | Listed Version: 1.0.1 Forks (GitHub): 60 Stars (GitHub): 410 Not marked · First seen |
Not listed |
| PyPI (MCP servers) | Not listed | Listed Version: 0.5.1 Downloads/month (PyPI): 547 Downloads/week (PyPI): 116 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 | research-to-integration | phenoworks-mcp |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 410 | No figure on GitHub |
| Forks (GitHub) (differs) | 60 | No figure on GitHub |
| Last release (differs) | Not published | 2026-10-27 |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (phenoworks-mcp) |
| Transport | Not stated | Not stated |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | MIT | Apache-2.0 |
| Repository (differs) | github.com/glebis/claude-skills | github.com/opensciml/phenoworks |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-11-07 | 2026-10-13 |
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
research-to-integration
Research technical approaches, run bounded comparisons, and deliver reusable code with reproducible tests and configurable autonomy.
phenoworks-mcp
Connect AI assistants to PhenoWorks projects, datasets, and analysis pipelines through MCP.
How to run each
research-to-integration As a Claude Code plugin
/plugin marketplace add glebis/claude-skills
/plugin install research-to-integration@glebis-skillsphenoworks-mcp
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
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: research-to-integration · What it can do: phenoworks-mcp · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.