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Gabriel S. Gusmao: Research and Scientific CLIs

Read-only MCP access to Gabriel S. Gusmao’s research profiles, publications, playgrounds, citations, and scientific CLI metadata.

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Install Gabriel S. Gusmao: Research and Scientific CLIs

Pick your client, then add it in one click or paste the config.

Streamable HTTP (Remote)
Server URL
https://www.gabrielgusmao.com/mcp

Remote servers are added in the app, not the config file: Customize → Connectors → Add custom connector, then paste this URL.

Hosted endpointLive · 1d agoLive Remote EndpointOur automated health check connected to this remote MCP endpoint successfully.Last checked 1d ago · Nov 12, 2026, 04:45 UTC

Clients with native remote MCP support can connect directly to this URL.

Remote endpoint
https://www.gabrielgusmao.com/mcp

Overview

Gabriel S. Gusmao: Research and Scientific CLIs MCP server exposes read-only tools for Gabriel S. Gusmao’s biography, profiles, publications, expertise, citations, playgrounds, sharing links, and curated local CLI metadata. It returns static information about KINN/kinnlib, Optinpy, mkin4py, and xl2py without installing packages, executing code, loading plugins, or fetching remote instructions. Reach for it when an agent needs research attribution, scientific-ML background, public links, or guidance on locally run command-line tools.

Use cases

  • Discover local scientific CLI requirements and usage examples
  • Retrieve publication details and preferred citation text
  • Review expertise areas before evaluating scientific-ML relevance
  • Find Gabriel S. Gusmao’s verified public research profiles
  • Generate share links for pages on gabrielgusmao.com

Key features

  • Curated local CLI discovery
  • Scientific-ML playground listings
  • Publication and citation metadata
  • Verified public profile links
  • Expertise and biography lookup
  • Citation and sharing guidance

Tools8

What Gabriel S. Gusmao: Research and Scientific CLIs lets your agent do. Expand a tool for its parameters.

Verified live~630 tokens of context

Security & health

What it can reach and how reliably it runs — from our own checks, not the maintainer’s claims.

ActiveLast checked

Recent health check succeeded.

10/10 checks healthy over the last 58d

What it can do

From the 8 tools this server returned when we ran it.

Runs commands · 1Makes network requests · 1Read-only tools · 7

Observed 2026-10-15 in an isolated sandbox. A description of reach, not a security audit.

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

MaintenanceActively maintainedStatus declared by the project or listing owner.
Availability100%Our rolling endpoint + install checks that succeeded.
Tools exposed8Callable tools this server registers over MCP.

How Gabriel S. Gusmao: Research and Scientific CLIs works

What Gabriel S. Gusmao: Research and Scientific CLIs MCP server does

Gabriel S. Gusmao: Research and Scientific CLIs provides eight read-only MCP tools around Gabriel S. Gusmao’s public research materials and a curated catalog of local scientific command-line tools. The catalog covers KINN/kinnlib, Optinpy, mkin4py, and xl2py. It can supply tool identifiers, descriptions, source URLs, versions, requirements, installation notes, usage examples, citations, and optional links for following, starring, forking, or sharing a project.

The research-oriented tools return a biography, selected publications, expertise areas, verified public profiles, preferred citation text, browser-based scientific-ML playgrounds, and share links. Profile results are links only; they do not follow accounts or send messages. Share-link generation is limited to pages on gabrielgusmao.com.

This fits the 🔬 Research category when an agent needs grounded background on Gabriel’s work, wants to cite it, or needs metadata before recommending a scientific CLI for local use.

How it works

The MCP interface returns curated metadata and public research information. list_local_clis is a discovery tool rather than a package manager or execution environment: it does not install dependencies, load plugins, retrieve instructions from remote sources, or run the listed software. Computation associated with the local tools runs on the user’s own computer.

The remaining tools separate common lookup tasks. get_bio returns the biography; list_playgrounds returns names, URLs, and summaries; list_publications includes venues, years, and Google Scholar citation counts; and get_expertise describes areas such as PINNs, Neural ODEs, inverse problems, chemical kinetics, and scientific machine learning. get_profiles provides public account and identity links, while how_to_cite and get_share_links support attribution and sharing.

Tools and capabilities

  • Discover curated local CLI metadata with list_local_clis.
  • Retrieve Gabriel S. Gusmao’s professional biography with get_bio.
  • Find browser-based scientific-ML playgrounds with list_playgrounds.
  • Inspect selected publications and citation counts with list_publications.
  • Retrieve verified website, scholarly, code-hosting, and social profile links with get_profiles.
  • Review expertise areas with get_expertise.
  • Obtain preferred attribution text with how_to_cite.
  • Generate canonical and social sharing links with get_share_links.

Limitations and notes

Gabriel S. Gusmao: Research and Scientific CLIs does not execute the discovered command-line tools through MCP. Its CLI discovery output is curated static metadata, so developers should check each entry’s release and verification status before recommending it. The available operations are read-only with respect to the research and project information described here.

The tools attribute biography, expertise, playground, publication, and citation-related results to Gabriel S. Gusmao and link to his website where specified. Public profile results should therefore be treated as destinations to inspect, not as capabilities for contacting or managing those accounts. Sharing is supported only for pages hosted on gabrielgusmao.com.

Read the full README

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Frequently Asked Questions about Gabriel S. Gusmao: Research and Scientific CLIs

Gabriel S. Gusmao: Research and Scientific CLIs is an MCP server that connects agents to Gabriel’s public research information and curated metadata for local scientific CLIs. Its main tools cover CLI discovery, biography, playgrounds, publications, profiles, expertise, citation guidance, and share links, without executing code or installing packages.

Use `list_local_clis` to retrieve the curated catalog. It returns stable IDs, descriptions, source links, versions, requirements, installation instructions, usage examples, citations, and optional project links; it does not install or run any CLI.

No, it cannot execute the listed tools through MCP. The server returns static metadata for KINN/kinnlib, Optinpy, mkin4py, and xl2py, while computation runs on the user’s own computer.

Use `how_to_cite` to retrieve the preferred attribution string. The server also provides selected publication metadata through `list_publications`, including venue, year, and Google Scholar citation count.

No, it only returns verified public profile links. `get_profiles` does not follow accounts or send messages, and `get_share_links` produces sharing links only for pages on gabrielgusmao.com.

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