Korea Data MCP
Korean public data: corporate filings, stock prices, apartments, statutes, economic statistics
제작자가 쓴 설명(영어 원문)
Swiss public procurement (simap.ch): tenders, awards, CPV codes, all cantons + federal, read-only
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.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"swiss-procurement": {
"command": "uvx",
"args": [
"swiss-procurement-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add swiss-procurement -- uvx swiss-procurement-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"swiss-procurement": {
"command": "uvx",
"args": [
"swiss-procurement-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": {
"swiss-procurement": {
"type": "stdio",
"command": "uvx",
"args": [
"swiss-procurement-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검
레지스트리 이름이 GitHub 계정 malkreide 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
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.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.19.0)은 43일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Korea Data MCP, CaseNode Case Law API, Good-neighbor passport: agent traffic governor
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Korean public data: corporate filings, stock prices, apartments, statutes, economic statistics
UK case law: 290k+ judgments, 2.5M citation links, citation validation. Free key at casenode.ai
Good-neighbor traffic passport: signed per-host budgets, egress governor, compliance receipts
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Part of the [Swiss Public Data MCP Portfolio](https://github.com/malkreide/swiss-public-data-mcp) — open-source MCP servers connecting AI agents to Swiss public and open data.
This is a private project. It is independent of any employer or institutional affiliation and represents no official position of any authority.
MCP server for Swiss public procurement — read access to the official simap.ch API, covering all cantons and the Confederation, updated intraday.
*«Which school-building tenders did the City of Zurich publish in 2026, which BKP construction categories do they concern, and who are the procuring offices?»*
A single search_procurements_detailed(query="Schulhaus", canton="ZH", published_from="2026-01-01") returns the leading tenders already expanded with their BKP construction codes and procuring offices — connecting procurement to school-building planning in one call (optionally paired with search_construction_codes to resolve a category).
Swiss public procurement is published on simap.ch. The platform's web UI is searchable by hand, but the amtsblatt-mcp server only reaches the three cantons (AR, BS, TI) that still mirror tenders to the Amtsblattportal — Zurich among the missing.
simap closes that gap: it operates a documented OpenAPI 3 read API (v1.5.1) whose search and detail endpoints are marked security: None and are callable without authentication. This server wraps exactly those read endpoints.
Mnemonic: *The web UI is the front door; the API is the loading dock. Probe the dock.*
Architecture A (live API only, short-lived cache).
my/ / OIDC-protected endpoints (publishing tenders, submitting offers) are out of scope — this server never writes.Every response carries source and provenance (live_api / cached / degraded). Upstream failure yields a degraded envelope, never a silent empty list.
| Endpoint | Auth | Result |
|---|---|---|
/publications/v2/project/project-search | none | 20 hits, canton filter, current-day |
/publications/v1/.../publication-details/... | none | full record: criteria, deadlines, codes |
/publications/v1/publication/{id}/past-publications | none | project lifecycle |
/codes/v1/cpv/search | none | CPV full-text search |
/codes/v1/{bkp,npk,ebkp-h,ebkp-t,oag,cpc}/search | none | Swiss construction codes |
/procoffices/v1/po/public | none | ~1 MB office list (client-side filter) |
/cantons/v1, /countries/v1 | none | reference data |
www.simap.ch/api. The simap.ch/de web UI is a separate SSR app that exposes none of it — probing the UI produced an earlier, mistaken "no API" verdict.E0025), not an empty result. The client injects a default.newestPubTypes=award returns HTTP 400. Awards are split by procedure: award_tender, award_study_contract, award_competition, direct_award. The search_awards tool queries all four.ZH, not CH-ZH. Passing an ISO subdivision code silently matches nothing; this server rejects it with a clear error.| Tool | Purpose |
|---|---|
search_procurements | Search projects by canton, CPV, process type, date, text |
search_procurements_detailed | Search + full detail for the top *n* hits in one call (aggregated) |
search_awards | Awarded contracts only (all four award types at once) |
get_procurement_details | Full record for one publication |
get_publication_history | Earlier publications of the same project (tender → award) |
search_cpv_codes | Resolve keywords to CPV classification codes |
search_construction_codes | Swiss construction codes (BKP, NPK, eBKP, OAG, CPC) |
find_procurement_office | Public procurement offices by partial name |
source_status | Reachability and latency of the simap.ch API |
All tools carry readOnlyHint, idempotentHint and openWorldHint (they query the live simap.ch API).
Every tool takes a single validated argument object. Bounds, allow-lists and patterns are declared on the input models in inputs.py — so an out-of-range limit or an unknown canton is rejected before any upstream request, and the constraints are visible to the model in the tool schema rather than buried in the tool body:
search_procurements({"canton": "ZH", "query": "Schulhaus", "limit": 20})
The models set strict=True (no silent "10" → 10 coercion) and extra="forbid" (unknown fields are rejected, not ignored). The canton, process type, publication type, code system and language allow-lists are derived from constants.py, so they cannot drift from the probe-verified tables.
canton= meanssimap offers exactly one geographic filter, orderAddressCantons, and it selects by where the work is delivered — not by who is procuring. When a procuring office files a free-text address, the structured canton is null and the publication is invisible to that filter. Measured CH-wide over 500 projects published since 2026-07-01: 303 (60.6%) carry no canton, among them the Amt für Hochbauten Zürich, Grün Stadt Zürich, USZ, BBL and SBB.
canton_match therefore makes the question explicit:
| Value | Matches | Zurich, 2026-07-01…27 |
|---|---|---|
procuring_body *(default)* | procured by that canton's public bodies, incl. communal and subordinate offices (issuedByOrganizations) | 410 projects |
place_of_delivery | the work is delivered there (orderAddressCantons) | 263 projects |
both | union of the two; two upstream calls, no pagination | 441 projects |
The 31 projects only place_of_delivery finds are federal bodies procuring in Zurich (ETH, Empa, Flughafen Zürich AG) — a different question, not a gap, which is why this is three explicit semantics rather than a silent union.
Every response states in note which semantics were applied.
register-mcp.zh-education-mcp.amtsblatt-mcp with national coverage instead of three cantons.uvx swiss-procurement-mcp
{
"mcpServers": { "swiss-procurement": { "command": "uvx", "args": ["swiss-procurement-mcp"] } } }
MCP_TRANSPORT=sse HOST=0.0.0.0 PORT=8000 python -m swiss_procurement_mcp
docker compose up --build # SSE on :8000
The image is multi-stage and runs as a non-root system user. compose.yaml adds a read-only root filesystem, drops all capabilities, sets no-new-privileges, and caps memory, CPU and PIDs. No secret is needed at runtime — the wrapped simap.ch endpoints are public.
CI builds the image on every push and asserts both properties that matter: that the container does not run as uid 0, and that the server still imports under --read-only --cap-drop ALL.
| Variable | Default | Purpose | |||
|---|---|---|---|---|---|
MCP_TRANSPORT | stdio | stdio \ | sse \ | streamable-http | |
MCP_HOST / HOST | 127.0.0.1 | HTTP binding (cloud transports only). Defaults to loopback; set 0.0.0.0 explicitly to expose all interfaces in a cloud deployment. | |||
MCP_CORS_ORIGINS | _(unset)_ | Comma-separated origins allowed to call the HTTP transports from a browser. Unset means no cross-origin browser access at all — stdio and non-browser clients are unaffected. Mcp-Session-Id is exposed and accepted for the listed origins, so a browser client can hold a session. * is honoured but logs a warning and disables credentials, because browsers reject a wildcard origin together with credentials. | |||
MCP_STATELESS | _(off)_ | Set to 1 to run the streamable-http transport with no session tracking. Removes session affinity as a concern for multi-instance deployments; gives up SSE stream resumption and server-initiated notifications. No effect on the legacy SSE transport, which logs a warning if asked. See docs/load-balancing.md. | |||
PORT / MCP_PORT | 8000 | HTTP port (cloud transports only) | |||
LOG_LEVEL | INFO | DEBUG \ | INFO \ | WARNING \ | ERROR. Structured JSON, one object per line, always on stderr — stdout carries the MCP protocol on a stdio transport. |
No API keys — the wrapped simap.ch read endpoints are fully public.
Built on structlog. Every event emitted during a tool call carries that call's correlation_id, bound via contextvars — so a failure logged deep inside the HTTP client can be joined to the request that caused it without threading context through every function.
| Level | Emitted when |
|---|---|
DEBUG | a tool call was entered (tool_call_started) — tells you whether a hung call ever started |
INFO | a tool call finished cleanly, with latency |
WARNING | simap.ch was unreachable or errored (upstream_degraded) |
ERROR | a tool call raised |
Records carry the exception *type* only — never its message and never an upstream response body (OBS-002).
{"event":"tool_call_started","tool":"search_procurements","correlation_id":"23221af26ae640c7","level":"debug","timestamp":"2026-07-27T22:20:07.494276Z"}
{"status":"ok","latency_ms":312,"event":"tool_call","tool":"search_procurements","correlation_id":"23221af26ae640c7","level":"info","timestamp":"2026-07-27T22:20:07.806Z"}
| Served via the `initialize` handshake | 2024-11-05 … `2025-11-25` — the handshake ceiling |
| Served via the per-request envelope | `2026-07-28` |
| Who picks | The client's first request, once per connection. A request carrying the 2026-07-28 _meta envelope opens a modern connection; anything else opens a handshake connection. |
| Pinned in | MCP_PROTOCOL_VERSION in server.py |
| SDK | mcp>=2.0.0,<3 |
| Cache hints | tools/list,
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