MCP.Market

Sigao Li — personal MCP server

online · 100% uptime
by sigaoli.com·com.sigaoli/profile·v1.0.0

Read-only access to Sigao Li's profile, CV and case studies. Bilingual (EN/ZH).

A93/100grade A
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Safety scan
A93/100

full report

Adoption
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Sigao Li — personal MCP server tools (3)

write = sends, deletes, buys or posts
  • get_case_studyFree

    Full text of one project case study by slug (challenge / approach / impact). Call with an unknown slug to get the list of valid slugs.

  • get_profileFree

    Who Sigao Li is: identity, career narrative, contact links, and self-introduction.

  • list_experienceFree

    Full CV: current role, professional experience, research, education, volunteering, awards, skills, certifications.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1087ms20/20
  • Tool poisoning3 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 9 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year; website matches verified namespace10/10
Overall 93/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Sigao Li — personal MCP server compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
93/100
higher than 96% of 48,255 servers
Tools
3
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
284 ms
faster than 50% of 30,031 servers

What its tools let an agent do: 3 read

Install Sigao Li — personal MCP server in Claude Code, Cursor or VS Code

claude mcp add --transport http profile https://api.sigaoli.com/mcp
Add to Cursor

What the publisher says

From the Sigao Li — personal MCP server repository's README, as published. We do not edit it. Read it on GitHub

sigaoli.com

Personal website of Sigao Li — AI Product Manager · Spatial Data Scientist. From maps to models, and the products in between.

Bilingual (English at /, 中文 at /zh/), built with Astro + Tailwind CSS v4 + GSAP, deployed to GitHub Pages via GitHub Actions. Launched 2026-06-11, replacing the previous Jekyll (academicpages) site.

Highlights

  • Generative canvas effects on a map motif — an interactive particle field (home), contour terrain (work), a "river as timeline" with a flow field (CV), and a geo-network arc map (photography); all vanilla canvas/SVG, tuned to 60fps with reduced-motion and mobile fallbacks
  • Dotted world map — land sampled from Natural Earth, with 79 GPS-extracted photo footprints across 6 countries; click a marker to open that country's gallery
  • Zoe, the digital doorcat — Sigao's cat (驺虞) lives in the corner of every page as a set of AI-generated, chroma-keyed VP9-alpha video clips pinned to shared anchor poses, driven by a state machine: she dozes off when ignored, reacts to page switches, listens while you type, "types back" while the assistant streams, and keeps a few easter eggs (production handbook in docs/)
  • Built-in AI layer — a floating chat assistant (fronted by Zoe) on every page — it suggests the single most relevant page as you ask, and greets a returning visitor by name (stored only in their own browser, opt-in) — plus a personal MCP server, both fed by a build-time knowledge pack generated from the same sources as the pages (see below)
  • Machine-readable by design — /llms.txt, /llms-full.txt, /resume.json (JSON Resume), /knowledge.json, /.well-known/mcp.json, JSON-LD, and a robots.txt that explicitly welcomes AI crawlers
  • Photographs file themselves — drop the full-resolution originals into _inbox/ and commit. A pre-commit hook works out the country from the coordinates against Natural Earth polygons, archives the originals outside git, derives 2560px masters with the EXIF stripped, asks a vision model for the bilingual caption, and registers everything in photos.json — the map, the counts and the assistant's knowledge all follow from there
  • Either language pulls the other along — edit the Chinese or the English and commit. The hook works out which side moved and asks a model whether the edit actually changed what the other side must say. Polishing one language leaves the other alone; a changed fact is revised rather than rewritten, so hand-picked wording survives. Editing both in one commit counts as already handled by hand
  • Lighthouse (mobile): 96–100 across all categories; zero cookies, no paid services, and a plain-language privacy notice at /privacy

Commands

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Sigao Li — personal MCP server: common questions

Is Sigao Li — personal MCP server safe?
Yes, by our scan: it is graded A (93/100). Read the Sigao Li — personal MCP server safety report
How do I install Sigao Li — personal MCP server?
It runs remotely at api.sigaoli.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Sigao Li — personal MCP server need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Sigao Li — personal MCP server maintained?
The last commit was 50 days ago (2026-09-15). The latest release is v1.0.0.
Is Sigao Li — personal MCP server up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Sigao Li — personal MCP server compare with other MCP servers?
safety score 93/100 (higher than 96% of 48,255 servers); tools 3 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.