What is the key difference between AI Open Source Intelligence and Gabriel S. Gusmao: Research and Scientific CLIs?

AI Open Source Intelligence belongs to the Research category with cloud HTTP/SSE execution, while Gabriel S. Gusmao: Research and Scientific CLIs belongs to the Research category with cloud HTTP/SSE execution.

How do I install AI Open Source Intelligence or Gabriel S. Gusmao: Research and Scientific CLIs 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 AI Open Source Intelligence and Gabriel S. Gusmao: Research and Scientific CLIs free or paid?

AI Open Source Intelligence operates under a Free / Open Source model (No auth required). Gabriel S. Gusmao: Research and Scientific CLIs operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

AI Open Source Intelligence lists 9 tools with 2 views and 2 GitHub stars. Gabriel S. Gusmao: Research and Scientific CLIs lists 8 tools with 0 views and 0 GitHub stars.

Can I use both AI Open Source Intelligence and Gabriel S. Gusmao: Research and Scientific CLIs 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.

AI Open Source Intell… vs Gabriel S. Gusmao: Re…

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Feature & Specification Comparison

Specification	AI Open Source Intelligence Research	G Gabriel S. Gusmao: Research and Scientific CLIs Research
Summary	Nine anonymous read-only tools backed by live AI Open Source Radar data for project discovery, verified facts, direct license evidence, comparisons, alternatives, Radar browsing, and candidate stack planning. The host model performs synthesis; the server never executes third-party repository code or calls an AI Workstation server-side model.	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.
Category & Scope	Research	Research
Quality signal	70/100 (Great)	54/100 (Good)
Transport Protocol	Remote HTTP/SSE	Remote HTTP/SSE
Auth Requirement	No auth required	No auth required
Pricing Model	Free / Open Source	Free / Open Source
Required Env Vars	None required	None required
Compatible Clients	Claude DesktopCursorWindsurfClineVS Code	Claude DesktopCursorWindsurfClineVS Code
Install path signal	`Remote (HTTP/SSE) · high`	`npx · low`
Engagement & Health	2 views 0 copies 0 upvotes 2 stars	0 views 0 copies 0 upvotes
Verified / Official	Community Listing	Community Listing
Open full listing	View AI Open Source Intelligence Listing	View Gabriel S. Gusmao: Research and Scientific CLIs Listing

Tools & Capabilities Breakdown

AI Open Source Intelligence Tools (9)

search_ai_projects

Find and verify open-source AI projects from explicit requirements.

get_project_facts

Get current evidence-backed public facts for one project.

get_license_evidence

Get observed license evidence; the result is not legal advice.

compare_ai_projects

Compare two to five projects in one explicit decision context.

find_alternatives

Find verified candidate alternatives while preserving constraints.

compose_ai_stack

Compose a candidate open-source AI stack and expose unknown compatibility.

get_radar_overview

Discover current rankings, collections, categories, scenarios and filters.

browse_radar_projects

Browse rankings, collections, categories, scenarios, topics or filtered projects.

browse_radar_skills

Browse/filter the Radar Skills library or open one Skill by ID.

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.

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).

AI Open Source Intelligence Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "ai-open-source-intelligence": {
      "url": "https://mcp.aiworkstation.cn/mcp"
    }
  }
}

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"
      ]
    }
  }
}

AI Open Source Intelligence vs Gabriel S. Gusmao: Research and Scientific CLIs

At a Glance & Executive Verdict

Which MCP Server Should You Choose?

Choose AI Open Source Intelligence when:

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

Feature & Specification Comparison

Tools & Capabilities Breakdown

AI Open Source Intelligence Tools (9)

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

Ready-to-Paste Client Configurations

Frequently Asked Questions

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