Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Query official statistics of Catalonia (Idescat): tables, metadata and JSON-stat data via MCP.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://api.idescat.cat/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http idescat https://api.idescat.cat/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"idescat": {
"url": "https://api.idescat.cat/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"idescat": {
"type": "http",
"url": "https://api.idescat.cat/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://api.idescat.cat/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 idescat.cat 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.1.1)은 11일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Fomu MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
MCP (Model Context Protocol) server that exposes tools to query the official statistics of Catalonia, published by Idescat (Institut d'Estadística de Catalunya), from any MCP client (Claude, Windsurf, Cursor, VS Code, etc.).
https://api.idescat.cat/mcpserver/discover, with legacy initialize compatibility for 2025-11-25 and earlier), stateless — each POST request is independent, with no sessions. POST responses use JSON or SSE according to the client's Accept header; no persistent SSE stream is offered via GET.The public endpoint is https://api.idescat.cat/mcp. Add one of the snippets below to your MCP client's configuration. Different clients expect a different key (serverUrl, url, ...) and sometimes a type.
serverUrl){
"mcpServers": { "idescat": { "serverUrl": "https://api.idescat.cat/mcp" } } }
type: streamable-http){
"mcpServers": { "idescat": { "type": "streamable-http", "url": "https://api.idescat.cat/mcp" } } }
type: streamableHttp){
"mcpServers": { "idescat": { "type": "streamableHttp", "url": "https://api.idescat.cat/mcp" } } }
servers, type: http){
"servers": { "idescat": { "type": "http", "url": "https://api.idescat.cat/mcp" } } }
Claude.ai (web and desktop apps) can reach the remote server directly as a custom connector, no configuration file needed.
Idescathttps://api.idescat.cat/mcpmcp-remote)Clients that only speak stdio can reach the remote server through the mcp-remote bridge:
{
"mcpServers": { "idescat": { "command": "npx", "args": ["-y", "mcp-remote", "https://api.idescat.cat/mcp"] } } }
Most clients ignore keys they don't recognise, so this superset works with many of them at once:
{
"mcpServers": { "idescat": { "url": "https://api.idescat.cat/mcp", "serverUrl": "https://api.idescat.cat/mcp", "type": "streamable-http", "streamableHttp": "https://api.idescat.cat/mcp" } } }
The server is dual-era (MCP versioning):
| Era | Protocol versions | How the version is chosen | Behaviour |
|---|---|---|---|
| Legacy | 2025-11-25, 2025-06-18, 2025-03-26, 2024-11-05 | initialize negotiation | Exactly as before: JSON-RPC in → JSON-RPC out, ping, initialize; errors keep HTTP 200 (-32002 for a missing resource). |
| Modern | 2026-07-28 | params._meta["io.modelcontextprotocol/protocolVersion"] on every request (or server/discover) | Results carry resultType: "complete", _meta serverInfo, and ttlMs/cacheScope on cacheable methods. initialize/ping don't exist here (-32601 → HTTP 404); a missing resource is -32602; an unsupported version is -32022; header violations are -32020 (HTTP 400). |
Modern requests must also send matching headers: MCP-Protocol-Version (equal to the _meta version), Mcp-Method (equal to the JSON-RPC method), and Mcp-Name for tools/call (the tool name) and resources/read (the URI; UTF-8 values may use the =?base64?...?= sentinel). Origin is always accepted — the data is public and the API answers CORS *.
Modern clients may open subscriptions/listen: the server answers on an SSE stream with notifications/subscriptions/acknowledged carrying an empty filter (no notification types are supported — the server is stateless and the listings don't change), followed by the gradual close defined by the spec. Clients should rely on ttlMs instead.
| Tool | Description |
|---|---|
get_idescat_stats | Full list of available statistics. |
get_idescat_stat | Information about a statistic (by acronym: censph, pibc, ...). |
get_idescat_stat_tables | List of tables of a statistic. |
get_table_metadata | Table metadata (dimensions, categories, units, ...). |
get_table_data | Table data in JSON-stat: full, or filtered by dimension/territory/periods with the optional filters and last parameters (max. 20,000 cells after applying filters). Supports server-side calculations: age-range filters (">=65"), sum of a dimension's categories and derive (share / difference / percent_change). |
get_table_geo | Territorial divisions available for a table (cat, prov, com, mun, ...). |
render_table | Ready-pivoted Markdown table (selectable rows/columns) with an attribution link to the table on the Idescat website. Accepts the same calculations as get_table_data (age-range filters, sum, derive) and reports them in a "Calculations:" block under the table. |
Beyond the tools, the server exposes MCP resources — content a client can attach to the context without executing any action.
Static resources (resources/list):
| URI | Description |
|---|---|
idescat://instructions | Usage guidance. |
idescat://glossary/geo | Glossary of territorial codes (cat, prov, com, mun, ...). |
idescat://catalog/stats | Full catalogue of statistics. |
Resource templates (resources/templates/list) — parametrised URIs:
| URI template | Description |
|---|---|
idescat://stat/{stat} | Information about a statistic (e.g. .../censph). |
idescat://stat/{stat}/tables | List of tables of a statistic. |
idescat://table/{stat}/{table} | Table metadata (e.g. .../censph/538). |
idescat://table/{stat}/{table}/data | JSON-stat data of a table (max. 20,000 cells). |
The transport is stateless, so
subscribeandresources/list_changed
notifications are not offered (there is no persistent connection).
Language models are notoriously unreliable at mental arithmetic on long series of values. get_table_data and render_table therefore accept three optional parameters that make the server compute the result deterministically instead of leaving the model to add, subtract or divide the returned values itself:
{ "filters": { "AGE": ">=65", "SEX": "TOTAL" }, "last": 1 }
{ "sum": ["AGE"] } { "derive": { "share": "AGE", "percent_change": "previous" } }
Y000, Y005_009, Y_GE100, etc., a filter value can be a range expression (">=65", ">65", "<16", "<=15", "16-64"); the server resolves it to the exact list of codes and fails with range_not_representable when the published groups cannot express the bound exactly.SUM category. TOTAL is excluded automatically.share ( _SHARE = 100 × value / value at TOTAL of the given dimension), difference ( _DIFF vs. the previous or a given period) and percent_change ( _PCT = 100 × (value − base) / base).The engine relies on Idescat's conventions: additivity is declared by extension["%"] on the metric dimension (only additive metrics can be summed or shared), TOTAL is the total code, and non-computable cells come back as null with status d. Everything applied is recorded in extension.derived (ranges, summed codes, formulas, warnings) and render_table prints it under the table as a Calculations: block.
Unsafe requests are refused: metric_not_additive, geo_not_summable (the territorial dimension is never summed — use the geo parameter with the division that already publishes the aggregate), range_not_representable, incomplete_data and total_not_available.
Two skills in the Agent Skills open format (a directory with a SKILL.md file: YAML frontmatter + Markdown instructions) teach agents how to use Idescat data correctly. They are published on the website and advertised in the ARD manifest:
| Skill | URL | Description |
|---|---|---|
jsonstat | https://www.idescat.cat/dev/api/taules/jsonstat/SKILL.md | How to read JSON-stat 2.0 datasets: dimension index, row-major order, stride/offset arithmetic, null and status handling. Generic — useful with any JSON-stat producer. |
workflow | https://www.idescat.cat/dev/api/taules/workflow/SKILL.md | How to query Idescat data reliably (via this MCP server or the Tables API): choosing the statistic and territorial level, metadata-first flow, the 20,000-cell limit and filters, and mandatory source citation. |
The following files define the server's guidance and resources and are served, unchanged, to MCP clients:
idescat://instructions resource. It explains how to choose a statistic, the data-retrieval flow, how to interpret JSON-stat, and the source-attribution rules.cat, prov, at, com, mun, dis, sec) used by the geo parameter, exposed as the idescat://glossary/geo resource.The repository also includes:
https://www.idescat.cat/dev/api/taules/.The server is advertised using the Agentic Resource Discovery (ARD) specification (v0.91) so agents can find it automatically:
https://www.idescat.cat/.well-known/ard.json and https://api.idescat.cat/.well-known/ard.json (served with Access-Control-Allow-Origin: * on both hosts). It carries a top-level specVersion so the same document is valid both as an ARD manifest and as an AI Catalog file: /.well-known/ai-catalog.json is served direct앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요