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profilekit-mcp

by heznpc
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TypeScript
Remote

profilekit-mcp

ProfileKit 的 MCP 服务器。 通过对话构建 GitHub 个人资料 SVG 卡片 —— 适用于 Claude Code、Codex CLI、ChatGPT Apps 或任何其他支持 MCP 的智能体。

为什么选择 MCP

自 OpenAI 和 Anthropic 于 2025 年末共同宣布 MCP Apps 以来，单个 MCP 服务器即可原生覆盖 Claude Code + Codex CLI + ChatGPT。无需针对每个平台编写适配器。

Related MCP server: unbiased

安装

npm install -g @heznpc/profilekit-mcp

在你的智能体中注册

Claude Code — 添加到仓库中的 .claude/settings.json：

{
  "mcpServers": {
    "profilekit": { "command": "profilekit-mcp" }
  }
}

Codex CLI — 添加到 ~/.codex/config.toml：

[mcp_servers.profilekit]
command = "profilekit-mcp"

ChatGPT Apps — (Apps SDK MCP 适配器；请参阅 Apps SDK 文档 进行连接)

使用方法

在任何已注册的智能体中，只需询问：

> What ProfileKit cards exist?
> Render a tokyo_night stats card for heznpc.
> Give me a hero banner saying "heznpc" with subtitle "Building the ecosystem AI lives in", wave background, space-grotesk font.
> Build a kanagawa-themed pin card for heznpc/ProfileKit.

智能体将在后台调用 list_cards / list_themes / render，并返回一个 URL 和 Markdown 代码片段，你可以直接粘贴到 README 中。

工具

工具

描述

list_cards

枚举所有 28 种卡片类型，包含单行描述和所需参数

list_themes

列出 17 种内置主题

render

为指定的类型和参数构建卡片 URL、Markdown 和 HTML 代码片段

render 不会获取 SVG。它返回 URL 和代码片段，以便你可以在允许外部 <img> 标签的任何地方嵌入实时图像（GitHub README、dev.to、Hashnode、Notion 封面、幻灯片封面）。

对话示例

You: Render a pin card for heznpc/anvil using the rose_pine theme.

Agent: [calls render(type="pin", params={username: "heznpc", repo: "anvil", theme: "rose_pine"})]

URL:
https://profilekit.vercel.app/api/pin?username=heznpc&repo=anvil&theme=rose_pine

Markdown:
![pin](https://profilekit.vercel.app/api/pin?username=heznpc&repo=anvil&theme=rose_pine)

HTML:
<img src="https://profilekit.vercel.app/api/pin?username=heznpc&repo=anvil&theme=rose_pine" alt="pin" />

路线图

  • v0.2 — 从 ProfileKit /api/catalog 端点进行动态目录同步（当发布新卡片时自动更新）

  • v0.3 — compose_readme(sections) 工具 — 一次调用即可返回完整的博客布局 README 代码片段

  • v0.4 — 可选的 SVG 内联（将卡片内容获取到响应中），供需要分析标记语言的智能体使用

  • v1.0 — 由调用者自身的视觉/LLM 能力支持的调色板建议工具（无内置模型调用）

许可证

MIT © heznpc

Available Tools

3 tools
list_cardsA

List every ProfileKit card type (stats, hero, snake, ...) with a one-line description and the required params for each. Use this before calling render when the user asks what cards exist or which to use. Catalog is fetched live from ProfileKit on first call and cached per process.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations exist, so the description must convey behavior. It states the catalog is fetched live from ProfileKit on first call and cached per process, which is useful context. A slight deduction for not mentioning if listing is read-only (though implied).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, each earning its place: first explains what it does, second when to use it, third a behavioral note. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given zero parameters and no output schema, the description covers purpose, usage, and behavior completely. No gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has no parameters, and schema description coverage is 100% (vacuously). The description adds meaning by describing what the output contains (one-line description, required params) beyond the empty schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the tool lists every ProfileKit card type with a one-line description and required params. It specifies the exact resource (card types) and action (list), clearly distinguishing it from siblings like 'render'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says to use this tool before calling 'render' when the user asks what cards exist or which to use. This provides clear context for when to use it versus alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_themesA

List built-in ProfileKit themes (dark, tokyo_night, kanagawa, rose_pine, ...). Any card accepts ?theme=<name>. For fully custom palettes use ?theme_url= pointing to a JSON gist.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, description carries full burden. Discloses it lists only built-in themes, and hints at card integration. No mention of whether it returns names only or full details, but adequate for a simple list tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with purpose and examples, no fluff. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a parameterless list tool with no output schema, description is sufficient. Explains purpose, examples, and integration with cards. Could mention if output is sorted or filtered, but not critical.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has no parameters (coverage 100%), and description adds value by explaining how the output relates to card usage, providing context beyond the empty schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clearly states it lists built-in ProfileKit themes and provides specific examples (dark, tokyo_night, kanagawa, rose_pine). Distinguishes from sibling tools like list_cards and render.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explains how to use themes with cards via ?theme= parameter, and mentions alternative ?theme_url= for custom palettes. Could be more explicit about when to choose each option.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

renderA

Build a ProfileKit card URL plus ready-to-paste markdown and HTML snippets for the given card type and params. Does NOT fetch the SVG itself — the URL is what consumers embed. Call list_cards first if unsure which type or what params the user's card accepts.

ParametersJSON Schema
NameRequiredDescriptionDefault
typeYesCard type (e.g. 'stats', 'hero', 'snake'). Must be one of the keys returned by list_cards.
paramsNoCard-specific parameters as key/value pairs (e.g. {username: 'heznpc', theme: 'tokyo_night'}). See list_cards output for common params per type. Values are stringified and URL-encoded.
altNoOptional alt text for the markdown image. Defaults to the card type.

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It clearly states the tool does NOT fetch the SVG, which is a key behavioral trait. However, it does not mention side effects, permissions, or rate limits, which would be needed for full transparency. The explicit negation of SVG fetching earns a high score, but some gaps remain.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences long, highly concise, and front-loads the core purpose. Every sentence provides essential information without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has no output schema and moderate complexity (nested params), the description adequately explains the tool's output (URL and snippets) and workflow (call list_cards first). It could mention the output format in more detail, but the context signals (no output schema) mean the description carries this burden well.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so baseline is 3. The description adds minimal extra meaning beyond the schema: it explains that values are stringified and URL-encoded, and suggests using list_cards output for common params. This adds some value but not enough to raise the score above baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool builds a ProfileKit card URL and markdown/HTML snippets, specifying the verb 'Build' and the resource 'ProfileKit card URL plus snippets'. It distinguishes from 'list_cards' by noting it does NOT fetch the SVG, which helps clarify the tool's scope.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly advises to call 'list_cards' first if unsure about the card type or parameters, providing clear when-to-use and when-not-to-use guidance. It also mentions that the URL is for embedding, not fetching SVG, setting correct expectations.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updatesv0.2.1
    • First observedlist_cards
    • First observedlist_themes
    • First observedrender
Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A4.3/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a distinct purpose: list_cards discovers available card types, list_themes retrieves theme options, and render generates card URLs. There is no overlap between them.

Naming Consistency4/5

Tools follow a consistent 'verb_noun' pattern with 'list_' for listing and 'render' for generation. 'render' is a bare verb while others have prefix, but it's minor.

Tool Count5/5

With 3 tools covering listing, theming, and rendering, the scope is tight and focused. Each tool is essential and the count is appropriate for a card generation server.

Completeness3/5

The tools cover the core workflow of discovering cards and themes and generating URLs, but there is no tool for updating or deleting cards (if such operations exist), nor for fetching the rendered SVG directly.

Maintenance

ActivityActive
ResponsivenessUnresponsive

Resources

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