Sigao Li — personal MCP server
online · 100% uptimecom.sigaoli/profile·v1.0.0Read-only access to Sigao Li's profile, CV and case studies. Bilingual (EN/ZH).
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Sigao Li — personal MCP server tools (3)
write = sends, deletes, buys or postsget_case_studyFreeFull text of one project case study by slug (challenge / approach / impact). Call with an unknown slug to get the list of valid slugs.
get_profileFreeWho Sigao Li is: identity, career narrative, contact links, and self-introduction.
list_experienceFreeFull 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
- –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
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
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.