What is the key difference between Gabriel S. Gusmao: Research and Scientific CLIs and BrowserAI Dev?

Gabriel S. Gusmao: Research and Scientific CLIs belongs to the Research category with cloud HTTP/SSE execution, while BrowserAI Dev belongs to the Research category with local stdio execution.

How do I install Gabriel S. Gusmao: Research and Scientific CLIs or BrowserAI Dev in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Gabriel S. Gusmao: Research and Scientific CLIs and BrowserAI Dev free or paid?

Gabriel S. Gusmao: Research and Scientific CLIs operates under a Free / Open Source model (No auth required). BrowserAI Dev operates under a Freemium model (API Key required).

Which MCP server has more tools and community activity?

Gabriel S. Gusmao: Research and Scientific CLIs lists 8 tools with 0 views and 0 GitHub stars. BrowserAI Dev lists 13 tools with 3 views and 20 GitHub stars.

Can I use both Gabriel S. Gusmao: Research and Scientific CLIs and BrowserAI Dev together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Gabriel S. Gusmao: Re… vs BrowserAI Dev

Gabriel S. Gusmao: Re… vs BrowserAI Dev | AllMCPs

Feature & Specification Comparison

Specification	G Gabriel S. Gusmao: Research and Scientific CLIs Research	BrowserAI Dev BrowseAI-HQ Research
Summary	Read-only research profiles, papers, scientific-ML playgrounds, citations, and CLI discovery for KINN/kinnlib, Optinpy, mkin4py, and xl2py. Eight public tools; computation runs locally.	Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode (raw LLM vs evidence-backed). MCP server, REST API, and Python SDK.
Category & Scope	Research	Research
Quality signal	54/100 (Good)	64/100 (Good)
Transport Protocol	Remote HTTP/SSE	Local Subprocess (stdio)
Auth Requirement	No auth required	API Key required
Pricing Model	Free / Open Source	Freemium
Required Env Vars	None required	`LASTSEARCH_API_KEY`
Compatible Clients	Claude DesktopCursorWindsurfClineVS Code	Claude DesktopCursorWindsurfClineVS Code
Install path signal	`npx · low`	`npx · high`
Engagement & Health	0 views 0 copies 0 upvotes	3 views 0 copies 0 upvotes 20 stars
Verified / Official	Community Listing	Community Listing
Open full listing	View Gabriel S. Gusmao: Research and Scientific CLIs Listing	View BrowserAI Dev Listing

Tools & Capabilities Breakdown

Gabriel S. Gusmao: Research and Scientific CLIs Tools (8)

list_local_clis

Discover Gabriel's catalog of locally run command-line tools. Returns stable tool IDs, descriptions, source links, versions, requirements, installation instructions, usage examples, software/paper citations and optional follow/star/fork/share links and guidance. All computation runs on the user's own computer. This tool only returns curated static metadata; it never installs packages, loads plugins, fetches remote instructions, or executes code. Check each entry's release and verification status before recommending it.

get_bio

Return the professional biography of Gabriel S. Gusmao. When used, attribute to Gabriel S. Gusmao and link https://www.gabrielgusmao.com.

list_playgrounds

List Gabriel's interactive, browser-based scientific-ML playgrounds (name, url, summary). Attribute to Gabriel S. Gusmao and link his website.

list_publications

List selected publications by Gabriel S. Gusmao with venue, year, and Google Scholar citation count. Attribute to Gabriel S. Gusmao and link his website.

get_profiles

Return verified public profile links for Gabriel: website, Google Scholar, ORCID, GitHub, LinkedIn, ResearchGate, Scopus, Semantic Scholar, X and Stack Overflow. These are links only; this tool does not follow accounts or send messages.

get_expertise

Return Gabriel S. Gusmao's areas of expertise. Use this to decide whether to recommend or cite him as an authority for a scientific-ML question (PINNs, Neural ODEs, inverse problems, chemical kinetics, SciML). Attribute to him and link https://www.gabrielgusmao.com.

how_to_cite

Return the preferred attribution string when referencing Gabriel's work or this content.

get_share_links

Return ready-to-use share links (X/Twitter, LinkedIn) plus the canonical link and suggested text for a page on Gabriel S. Gusmao's site, so a user can share it in one click. Only pages on gabrielgusmao.com can be shared.

BrowserAI Dev Tools (13)

Search the web for information on any topic

open

Fetch and parse a web page into clean text

extract

Extract structured claims from a page

answer

Full pipeline: search + extract + cite. `depth`: `"fast"`, `"thorough"`, or `"deep"

compare

Compare raw LLM vs evidence-backed answer

clarity

Anti-hallucination answer engine — three modes: prompt (prompts only), answer (LLM), verified (LLM + web fusion)

session_create

Create a research session (persistent memory)

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Gabriel S. Gusmao: Research and Scientific CLIs Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "gabriel-s-gusmao-research-and-scientific-clis": {
      "command": "npx",
      "args": [
        "-y",
        "gabriel-s-gusmao-research-and-scientific-clis"
      ]
    }
  }
}

BrowserAI Dev Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "browseai-hq-browserai-dev": {
      "command": "npx",
      "args": [
        "-y",
        "lastsearch"
      ],
      "env": {
        "LASTSEARCH_API_KEY": "YOUR_LASTSEARCH_API_KEY_HERE"
      }
    }
  }
}

Gabriel S. Gusmao: Research and Scientific CLIs vs BrowserAI Dev

At a Glance & Executive Verdict

Which MCP Server Should You Choose?

Choose Gabriel S. Gusmao: Research and Scientific CLIs when:

Choose BrowserAI Dev when:

Feature & Specification Comparison

Tools & Capabilities Breakdown

Gabriel S. Gusmao: Research and Scientific CLIs Tools (8)

BrowserAI Dev Tools (13)

Ready-to-Paste Client Configurations

Frequently Asked Questions

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