Provenancewhere it came from, and what was verified
Published to the official MCP registry by github.com/gusmaogabriels, which proved it owns this namespace.
🛡 Permissions & trustwhat this server can touch before you run it
About
Gabriel S. Gusmao: bio, publications (Scholar citations), scientific-ML playgrounds, profiles.
Packages & transports
Metadata
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →
▸get_bio100A
▸list_playgrounds100A
▸list_publications100A
▸get_profiles100A
▸get_expertise100A
▸how_to_cite100A
▸get_share_links68C
Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored →
Raise this grade
up to +22 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
Add an SPDX license (like MIT or Apache-2.0) to the repo so it's detected.
Add a public source repository URL.
- 1 of 1 params have no description: `url`. Describe each one.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
Already earned (3) ▾Already earned (3) ▴
These are structural checks, so the fixes are exact. See the full formula →
Add a badge to your README
[](https://socketcat.com/servers/io.github.gusmaogabriels/personal)Shows your live quality grade and links back here. It updates itself as the grade changes.
Reviews
Sign in to leave a reviewNo reviews yet. Be the first to say whether it worked.
{
"mcpServers": {
"personal": {
"command": "npx",
"args": [
"-y",
"personal"
]
}
}
}▶ Try itlive against www.gabrielgusmao.com
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.