Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Korean public data API gateway for discovering and calling data.go.kr APIs from MCP clients.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
DATA_GO_KR_API_KEY, PUBLICDATA_TIMEOUT_SECONDS, PUBLICDATA_MAX_RESPONSE_LENGTH你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"publicdata-kr": {
"command": "dnx",
"args": [
"FieldCure.Mcp.PublicData.Kr",
"--yes"
],
"env": {
"DATA_GO_KR_API_KEY": "your-value",
"PUBLICDATA_TIMEOUT_SECONDS": "your-value",
"PUBLICDATA_MAX_RESPONSE_LENGTH": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add publicdata-kr --env DATA_GO_KR_API_KEY=your-value --env PUBLICDATA_TIMEOUT_SECONDS=your-value --env PUBLICDATA_MAX_RESPONSE_LENGTH=your-value -- dnx FieldCure.Mcp.PublicData.Kr --yes运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"publicdata-kr": {
"command": "dnx",
"args": [
"FieldCure.Mcp.PublicData.Kr",
"--yes"
],
"env": {
"DATA_GO_KR_API_KEY": "your-value",
"PUBLICDATA_TIMEOUT_SECONDS": "your-value",
"PUBLICDATA_MAX_RESPONSE_LENGTH": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"publicdata-kr": {
"type": "stdio",
"command": "dnx",
"args": [
"FieldCure.Mcp.PublicData.Kr",
"--yes"
],
"env": {
"DATA_GO_KR_API_KEY": "your-value",
"PUBLICDATA_TIMEOUT_SECONDS": "your-value",
"PUBLICDATA_MAX_RESPONSE_LENGTH": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 fieldcure 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.0.3)于5个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 .NET。
同一分类中有:Spec Driven Development, Remote Desktop Commander, FactLot
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Korean public data API gateway. A Model Context Protocol (MCP) server that lets any MCP client discover, inspect, and call 80,000+ APIs on data.go.kr — weather, real estate, business registration, air quality, transit, and more. Built with C# and the official MCP C# SDK.
401/403 or SERVICE_KEY_IS_NOT_REGISTERED the cached key is invalidated and a re-elicit is attempted (session cap: 2 re-elicits)response/header/body/items wrapper, returns clean JSONdotnet tool install -g FieldCure.Mcp.PublicData.Kr
After installation, the fieldcure-mcp-publicdata-kr command is available globally.
git clone https://github.com/fieldcure/fieldcure-mcp-publicdata.git
cd fieldcure-mcp-publicdata dotnet build
discover_api and describe_api depend on this API (discover_api, describe_api 도구가 이 API를 사용합니다)This server requires a data.go.kr API key (공공데이터포털 인증키). Key resolution is lazy (on first tool call) and follows the FieldCure MCP Credential ADR:
DATA_GO_KR_API_KEY (canonical) or PUBLICDATA_API_KEY (legacy alias)tools/list still works and tool calls return a structured error message asking the user to set the env var.--api-key is also accepted as a CLI arg but is intended for manual testing only, not as a supported configuration path.
Claude Code / Claude Desktop — add the key to your MCP config:
{
"mcpServers": { "publicdata-kr": { "command": "fieldcure-mcp-publicdata-kr", "env": { "DATA_GO_KR_API_KEY": " " } } } }
On Claude Code (≥ 2.1.76), if the env var is omitted the server prompts for the key via Elicitation on first use.
AssistStudio — the key is requested via Elicitation on first use and stored in Windows PasswordVault for subsequent launches; the host then injects it as an env var when starting the server.
Docker / CI — pass the key as a standard environment variable:
docker run -e DATA_GO_KR_API_KEY=<your-key> ...
If the server receives an HTTP 401/403 or a resultCode=22 / SERVICE_KEY_IS_NOT_REGISTERED_ERROR body from data.go.kr, it invalidates the cached key and re-requests via Elicitation (session cap: 2 re-elicits per ApiKeyResolver lifetime). After exhausting retries, the tool returns a soft-fail error message.
Note: On data.go.kr an HTTP 401 can mean either an invalid key *or* an API that you
have not applied for (활용신청). If a re-elicitation prompt appears right after calling
an API you haven't subscribed to, entering the same key will produce the final error
envelope with details — at that point visit the API's data.go.kr page and apply for access.
Add to claude_desktop_config.json:
{
"mcpServers": { "publicdata-kr": { "command": "fieldcure-mcp-publicdata-kr", "env": { "DATA_GO_KR_API_KEY": "YOUR_DATA_GO_KR_API_KEY" } } } }
claude mcp add publicdata-kr -- fieldcure-mcp-publicdata-kr
Claude Code supports MCP Elicitation, so DATA_GO_KR_API_KEY may be omitted — the server will prompt for the key on first tool use.
Add to .vscode/mcp.json:
{
"servers": { "publicdata-kr": { "command": "fieldcure-mcp-publicdata-kr", "env": { "DATA_GO_KR_API_KEY": "YOUR_DATA_GO_KR_API_KEY" } } } }
{
"mcpServers": { "publicdata-kr": { "command": "dotnet", "args": [ "run", "--project", "C:\\path\\to\\fieldcure-mcp-publicdata\\src\\FieldCure.Mcp.PublicData.Kr" ], "env": { "DATA_GO_KR_API_KEY": "YOUR_DATA_GO_KR_API_KEY" } } } }
Install the dotnet tool first. AssistStudio does not auto-install external MCP
servers (only built-in ones are managed via the AssistStudio auto-update path).
The
fieldcure-mcp-publicdata-krcommand must be on PATH before you add the server,
otherwise the connection fails with a generic "server shut down unexpectedly" message.
`bash
dotnet tool install -g FieldCure.Mcp.PublicData.Kr
# later, to upgrade:
dotnet tool update -g FieldCure.Mcp.PublicData.Kr
`
Then: Settings > MCP Servers > Add Server:
| Field | Value |
|---|---|
| Name | PublicData.Kr |
| Command | fieldcure-mcp-publicdata-kr |
| Arguments | *(empty)* |
| Environment | DATA_GO_KR_API_KEY = your data.go.kr API key *(optional — AssistStudio can prompt via Elicitation if unset)* |
| Description | *(auto-filled on first connection)* |
| Tool | Description |
|---|---|
discover_api | Search data.go.kr APIs by keyword — returns names, providers, endpoint URLs |
describe_api | Get operations, request parameters, and response fields for a specific API |
call_api | Call any data.go.kr API with automatic serviceKey injection and response normalization |
1. discover_api("미세먼지")
→ { serviceId: "15073861", serviceName: "한국환경공단_에어코리아_대기오염정보", ... }
discover_apiSearch Korean public data APIs on data.go.kr by keyword. Results are deduplicated by service — each API appears once even if it has multiple operations.
| Parameter | Type | Required | Description |
|---|---|---|---|
query | string | Yes | Search keyword (e.g., 미세먼지, 부동산, 사업자) |
page | int | — | Page number (default: 1) |
pageSize | int | — | Results per page (default: 10, max: 50) |
describe_apiGet the request parameters and response fields of a specific API. Use the serviceId from discover_api results.
| Parameter | Type | Required | Description |
|---|---|---|---|
serviceId | string | Yes | Service ID (list_id) from discover_api |
call_apiCall a Korean public data API. The serviceKey is automatically injected — never pass it yourself. If the call fails with ACCESS_DENIED, the user needs to apply for access to that specific API at data.go.kr.
| Parameter | Type | Required | Description |
|---|---|---|---|
url | string | Yes | Full endpoint URL from describe_api results |
params | string | — | Query parameters as a JSON string (not a raw object), e.g. '{"stationName":"종로구","dataTerm":"DAILY"}'. Parameter names must come from describe_api's request_parameters — do not guess. |
maxResults | int | — | Max items to return (default: 20, prevents context overflow) |
When a data.go.kr API returns an error, the server translates it into a Korean guidance message the LLM can relay directly:
| Code | Meaning | LLM receives |
|---|---|---|
| 12 | NO_OPENAPI_SERVICE | 이 API가 존재하지 않습니다. discover_api로 다시 검색해보세요. |
| 20 | ACCESS_DENIED | 이 API에 대한 활용신청이 필요합니다. (포털 링크 포함) |
| 22 | KEY_NOT_REGISTERED | API 키가 등록되지 않았습니다. |
| 30 | TRAFFIC_EXCEEDED | 일일 호출 한도를 초과했습니다. |
| 31 | UNREGISTERED_IP | 이 IP가 등록되지 않았습니다. |
| Variable | Required | Default | Description |
|---|---|---|---|
DATA_GO_KR_API_KEY | — | — | data.go.kr API key (인증키). If unset, the server requests it via MCP Elicitation on first tool call. |
PUBLICDATA_API_KEY | — | — | Legacy alias for DATA_GO_KR_API_KEY. Still accepted; prefer the canonical name for new setups. |
PUBLICDATA_TIMEOUT_SECONDS | — | 30 | Per-request timeout |
PUBLICDATA_MAX_RESPONSE_LENGTH | — | 50000 | Maximum response body length in characters |
CLI args (--api-key, --timeout, --max-response-length) override environment variables and are intended for manual testing only — DATA_GO_KR_API_KEY and Elicitation are the supported paths.
Naming note: the API key follows the external service naming convention
(
DATA_GO_KR_API_KEY), while server-local configuration uses thePUBLICDATA_prefix.
This keeps the key aligned with data.go.kr's own documentation so users don't have to
configure it twice, while local tunables stay grouped under a single package namespace.
*** in any error output visible to the LLMcall_api only allows requests to approved hosts: api.odcloud.kr, apis.data.go.kr, api.data.go.kr, openapi.data.go.kr, www.law.go.kr, open.neis.go.krPUBLICDATA_MAX_RESPONSE_LENGTH (default: 50,000 chars)src/FieldCure.Mcp.PublicData.Kr/
├── Program.cs # MCP server entry point (stdio); no startup hard-fail ├── Services/ │ ├── ApiKeyResolver.cs # env var → MCP Elicitation → soft-fail chain + cache + retry cap │ ├── InvalidApiKeyException.cs # Signals upstream auth rejection (HTTP 401/403 or body error) │ ├── KeyedCall.cs # Tool-side resolve → run → invalidate → retry helper │ ├── PublicDataHttpClie
只显示了开头部分;其余内容请在仓库中阅读