Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
German Handelsregister + Austrian Firmenbuch for AI agents: master data, financials & ratios.
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.
X-API-Key비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
터미널에서 이 명령어를 실행하세요
claude mcp add --transport http handelsregister https://register.agentic-firmenbuch.at/mcp --header 'X-API-Key: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"handelsregister": {
"url": "https://register.agentic-firmenbuch.at/mcp",
"headers": {
"X-API-Key": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"handelsregister": {
"type": "http",
"url": "https://register.agentic-firmenbuch.at/mcp",
"headers": {
"X-API-Key": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
X-API-Key 비밀 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 jkbngb 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
358ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
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 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: X-API-Key
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.3)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, 御府和田玉 在售作品查询
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.
Live in-stock Hetian jade from Yufu, Shanghai: prices, monthly price guide, book a viewing.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Austria's entire company register, queryable by AI agents in plain language. Official master data, annual accounts and key ratios for every firm – served over MCP, answered on real numbers instead of hallucinations.
[Try the playground](https://www.agentic-firmenbuch.at/playground.html) · [Start free: 50 credits, 7 days](https://www.agentic-firmenbuch.at) · [Quickstart ↓](#quickstart)
A live, automated data product over the Austrian Firmenbuch (free EU HVD / High Value Datasets), served through a multi-tenant MCP server. A deterministic Azure pipeline pulls the published Jahresabschluss (annual financial statement) filings from the official register, parses them, consolidates per company, computes ratios/growth/trends, and serves the result to MCP clients. The whole register holds ~640k legal entities; the served slice is currently ~341k and grows as the backfill progresses. Version 1 = facts + clean derivations only (no scoring, no third-party enrichment, no NACE, no AI summaries).
Also available: Germany and the wider DACH region. Alongside this Austrian product, a unified `agentic-register` endpoint serves both the Austrian Firmenbuch and the German Handelsregister / Unternehmensregister over a single MCP. It is listed in the official MCP registry as `io.github.jkbngb/handelsregister` (spec:
handelsregister.server.json) and reachable athttps://register.agentic-firmenbuch.at/mcpwith the same account and the same access rules (free trial, then Pro). A search returns matches from both countries, tagged bycountry(AT/DE).
Use the hosted service – query official Firmenbuch data from an MCP client that accepts an HTTP header key (Claude Code, VS Code with GitHub Copilot, Cursor, …):
claude mcp add --scope user --transport http agentic-firmenbuch https://mcp.agentic-firmenbuch.at/mcp --header "X-API-Key: <your-key>"
GitHub Copilot / VS Code: code --add-mcp "{\"name\":\"agentic-firmenbuch\",\"type\":\"http\",\"url\":\"https://mcp.agentic-firmenbuch.at/mcp\",\"headers\":{\"X-API-Key\":\" \"}}". Any other HTTP-MCP-Header client: URL https://mcp.agentic-firmenbuch.at/mcp, header X-API-Key: .
search_companies / get_company_details and answers with official data – no SDK required.Claude Cowork & claude.ai (sandboxed clients) don't take the API-key header – they connect via
Settings → Connectors → Add custom connectorwith the URLhttps://mcp.agentic-firmenbuch.at/mcpand a one-time email login (OAuth, no key). Step-by-step with screenshots: [agentic-firmenbuch.at/cowork.html](https://www.agentic-firmenbuch.at/cowork.html).
Prefer to try before signing up? Use the [playground](https://www.agentic-firmenbuch.at/playground.html).
Or run the pipeline yourself – clone, uv sync, uv run pytest (offline, no Azure). See Develop.
| Tool | Purpose |
|---|---|
search_companies | Filter / rank Austrian companies by region, size, balance-sheet total, equity ratio, revenue, growth profile, management age, last filing year, status. Returns a compact result card per match. |
get_company_details | Full served profile of one company: identity, location, founding/filing years, size class, multi-year balance sheet + P&L, 13 computed ratios, growth, management, list of filings. |
get_full_record | Superset of get_company_details: full 317-position UGB taxonomy, passthrough unknown codes, completeness, GuV-years, signatories history, derivations registry. |
get_company_history | Filing-by-filing time series of every reported position — one company, or a batch via fnrs (max 50; 1 credit per company found where credits apply). |
find_peers | K-nearest peer set for a company within its size class / region. |
get_cohort_summary | Aggregate statistics (counts, percentiles, distributions) for a filtered cohort. |
get_coverage | Per-Bundesland / per-Rechtsform / per-size-class coverage statistics for the served dataset. |
list_sectors | Available legal-form (Rechtsform) and Bundesland codes for use in filters. |
describe_fields | Self-describing field dictionary with type + null-rules + EBIT/EBITDA definition. |
get_document | Fetch the URL/blob key for an original filed annual statement (XML or PDF). |
get_document_text | Return the extracted text of a filed annual statement (parsed XML/PDF) for direct reading. |
list_documents | One newest-first chronology of a company's Abschluss documents: filed annual statements plus register-held PDFs (Konzernabschluss, HV-Protokoll) with their Dokumentart. |
search_person | Find companies by an officer / representative (managing directors, board members, signatories) by name. |
benchmark_company | Position one company against its peer cohort (percentile ranks on key metrics). |
list_events | Register-change events (name/seat/legal-form/capital/management changes, derived daily since 2026-07) for a company or cohort. |
get_event_stats | Aggregate event statistics (counts by type/period) across a filtered cohort. |
export_companies_csv | Export a filtered company set as a CSV download (server-generated, time-limited link). |
get_my_usage | The caller's own usage, plan, remaining trial credits and the upgrade link. |
ping | Connection test; always free. |
All tools return a processed derivative of official Austrian Firmenbuch data (source: BMJ – Justiz, CC BY 4.0). Concretely: we ingest the published filings from the register, parse and consolidate them, compute ratios, and serve that from our own database — no web scraping, no LLM-generated summaries, no third-party data mixed in (V1). Every response carries provenance.data_version + built_at and names the original source, so the agent can attribute it correctly; for the authoritative record, the official Firmenbuch always governs.
Currently served: ~341,000 active legal entities across all Rechtsformen (GmbH, AG, KG, OG, EU, Genossenschaft, Privatstiftung, SE …). The full register has ~640,000 entities; the gap is companies without a published Jahresabschluss plus inactive/deleted entries, which are added step by step.
Full index with the versioning convention (shipped _v1 specs vs. the forward ROADMAP.md + V2 design spec): [docs/README.md](docs/README.md). The headline documents:
| Doc | What it is |
|---|---|
| docs/pipeline-step-samples.md | File format + golden sample for every pipeline stage. |
| docs/FIELD_REFERENCE.md | Served field dictionary – every field each MCP tool returns, with type + null rules. Public page: felder.html. |
| ROADMAP.md | Forward plan – status/priorities and the V2 direction (banks/insurers, GISA, Ediktsdatei). |
| docs/appendix_position_mapping.json | Full 317-entry canonical position taxonomy → copied into products/agentic-firmenbuch/packages/core_at/…/mapping/. |
| docs/reference/ | Official source material (API reference, JAb 4.0 XSDs/Excel). |
agentic-first)This repository is the `agentic-first` monorepo umbrella. It separates source-agnostic shared code from per-source products, so another source-specific product can be added without touching the Austrian pipeline:
agentic-first/ (this repo)
├── packages/ SHARED — source-agnostic, zero Firmenbuch/UGB knowledge │ ├── core/ (fbl_core) lineage/meta + metric contracts, config, storage clients │ └── auth/ (fbl_auth) signup, token issue/validate, metering, 00_accounts └── products/ └── agentic-firmenbuch/ AUSTRIA product (live) — README below ├── packages/ │ ├── core_at/ (fbl_core_at) UGB taxonomy, Firmenbuch domain models, ÖNACE, FI dirs │ ├── firmenbuch_client, 99_registry, 90_ingest, 70_parse, │ │ 50_consolidate, 30_derive, 10_present, mcp_server, orchestration │ └── … └── tests/ AT integration tests + golden fixtures
Additional source-specific products are added in their own separate repositories that consume packages/{core,auth} as a dependency (they are not scaffolded here). The precise 1:1 / adapt / product-local reuse boundary is the reuse table (Appendix R) of the technical spec, and the generic recipe is in docs/monorepo/ADDING_A_PRODUCT.md.
Product READMEs: agentic-firmenbuch · shared core · auth
90 → 10)99_registry (foundation: all companies) → 90_raw (Blob) → 70_parsed (Blob) → 50_consolidated → 30_derived → 10_presentation → MCP
(Cosmos) (Cosmos) (Cosmos) side: 00_accounts (MCP signup) · 00_directories (register-based FI flag, OeNB) reserved for v2: 40_enriched, 20_scored
`90_raw` is the **immutable source of truth** (every downloaded XML/PDF, kept forever). `70_parsed`
is a write-through cache of the per-filing ParsedFiling JSON – always re-derivable from raw, so safe to drop/rebuild; it exists so a reprocess (re-consolidate/derive after a logic change) skips re-parsing all filings, and so the lineage inputs[] in each consolidated doc resolve to a real parsed document. 50/30/10 are the queryable Cosmos layers; 10_presentation is what the MCP serves.
Each pipeline-stage package directory is prefixed with its layer number so the owner of every data layer is obvious. (Python module names can't start with a digit, so the importable package keeps its fbl_* name; the number is also exposed as a LAYER constant in each stage package.)
All AT stage packages live under products/agentic-firmenbuch/packages/ (abbreviated …/ below).
| Layer | Package (dir) | import | Store / container | Pydantic model | Sample |
|---|---|---|---|---|---|
99_registry | …/99_registry | fbl_registry | Cosmos 99_registry | RegistryDoc | §15a.0 doc |
90_raw | …/90_ingest | fbl_ingest | Blob 90-raw | raw Meta + manifest | Stage 0 |
70_parsed | …/70_parse | fbl_parse | Blob 70-parsed | ParsedFiling | Stage 1 |
| 50_consolidated | …/50_consolidate | `fbl_consolidate
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요