Ext Ops Panel
Open dashboard
Comparison

research-skills vs CiteNexus

research-skills is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑20.

research-skills is a plugin bundle for AI coding tools published by Cail Daley. No marketplace we read lists it any more. CiteNexus is an MCP server published by akougkas. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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

Where each is published
Marketplaceresearch-skillsCiteNexus
Community marketplace cailmdaley/skills Removed on 2026-10-20
Version: 0.2.0
Forks (GitHub): 2
Stars (GitHub): 5
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.2.2
Downloads/month (PyPI): 306
Downloads/week (PyPI): 37
Forks (GitHub): 0
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

research-skills vs CiteNexus
Factresearch-skillsno longer listed · CiteNexus
Marketplaces that list it (differs)01
Stars (GitHub) (differs)51
Forks (GitHub) (differs)20
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (cite-nexus-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published8, secrets among them: 6
Parts of the bundle (differs)8Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/cailmdaley/skillsgithub.com/akougkas/cite-nexus-mcp
Changes in the last 7 days (differs)20
First seen (differs)2026-10-142026-10-11

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 research-skills

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • claude-scholar

    Semi-automated research assistant with skills for literature review, experiments, analysis, writing, and project knowledge management

    by Galaxy-Dawn · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • magi-researchers

    Three AI models, one synthesis — multi-model research workflow for scientific domains

    by axect · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • meta-research

    Autonomous research workflow agent for AI and scientific research. Guides the full research lifecycle — brainstorming, literature review, experiment design, analysis, and writing.

    by AmberLJC · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • deep-research

    Generate evidence-tracked research reports with reusable source and claim records, original-source verification, and evidence-family tracking. Coordinate provider-specific Skills…

    by daymade · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • academic-research-skills

    5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.

    by Cheng-I Wu · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • research-orchestrator

    Research orchestrator (hybrid router + fallback). Deterministic SIGNALS classification routes to 6 specialists (pulse/litreview/grants/dossier/patent/syllabus) at >=2 signals…

    by Alireza Rezvani · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

research-skills

In its own words, on Community GitHub marketplaces:

Agent skills for research: autonomous iteration loops, bibliography management, data visualization, scientific coding, image generation, and TTS.

CiteNexus

In its own words, on Official MCP Registry:

Search scholarly sources, verify references, and export citations with traceable evidence.

How to run each

research-skills

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

CiteNexus As a local MCP server: PyPI package

Claude Code
claude mcp add --env "OPENALEX_API_KEY=<YOUR_OPENALEX_API_KEY>" --env "SCOPUS_API_KEY=<YOUR_SCOPUS_API_KEY>" --env "SCOPUS_INSTTOKEN=<YOUR_SCOPUS_INSTTOKEN>" --env "SEMANTIC_SCHOLAR_API_KEY=<YOUR_SEMANTIC_SCHOLAR_API_KEY>" --env "SERPAPI_API_KEY=<YOUR_SERPAPI_API_KEY>" --env "WOS_API_KEY=<YOUR_WOS_API_KEY>" --transport stdio cite-nexus-mcp -- uvx cite-nexus-mcp

Requires: OPENALEX_API_KEY (secret), SCOPUS_API_KEY (secret), SCOPUS_INSTTOKEN (secret), SEMANTIC_SCHOLAR_API_KEY (secret), SERPAPI_API_KEY (secret), WOS_API_KEY (secret)

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

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

What it can do: research-skills · What it can do: CiteNexus · 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.

Where the data comes from: how the catalog is built