Sigao Li — personal MCP server
Read-only access to Sigao Li's profile, CV and case studies. Bilingual (EN/ZH).
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'get_profile' description lacks action verbin get_profile
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"profile": {
"url": "https://api.sigaoli.com/mcp"
}
}
}Remote endpoints
https://api.sigaoli.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (3)
🟢get_profile(lang)
Who Sigao Li is: identity, career narrative, contact links, and self-introduction.
Input Schema
{
"type": "object",
"properties": {
"lang": {
"default": "en",
"description": "Language of the returned content ('en' or 'zh').",
"type": "string",
"enum": [
"en",
"zh"
]
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_experience(lang)
Full CV: current role, professional experience, research, education, volunteering, awards, skills, certifications.
Input Schema
{
"type": "object",
"properties": {
"lang": {
"default": "en",
"description": "Language of the returned content ('en' or 'zh').",
"type": "string",
"enum": [
"en",
"zh"
]
}
},
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢get_case_study(lang, slug)
Full text of one project case study by slug (challenge / approach / impact). Call with an unknown slug to get the list of valid slugs.
Input Schema
{
"type": "object",
"properties": {
"lang": {
"default": "en",
"description": "Language of the returned content ('en' or 'zh').",
"type": "string",
"enum": [
"en",
"zh"
]
},
"slug": {
"type": "string",
"description": "Case study slug, e.g. \"gisphere-llm\"."
}
},
"required": [
"slug"
],
"$schema": "http://json-schema.org/draft-07/schema#"
}Community
Evidence