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)
German Handelsregister + Austrian Firmenbuch for AI agents: master data, financials & ratios.
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。
X-API-Key标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http handelsregister https://register.agentic-firmenbuch.at/mcp --header 'X-API-Key: your-value'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": {
"handelsregister": {
"url": "https://register.agentic-firmenbuch.at/mcp",
"headers": {
"X-API-Key": "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": {
"handelsregister": {
"type": "http",
"url": "https://register.agentic-firmenbuch.at/mcp",
"headers": {
"X-API-Key": "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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
X-API-Key 机密 HTTP header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。
服务器要求先登录,才会列出它的工具。
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 jkbngb 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
在 358 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
尚未检查;我们会在检查端点时读取工具列表
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 3 项适用的基础检查中通过了 3 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。
你需要填写:X-API-Key
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.3)于11天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, 好縮 Short
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.
Smart URL shortener: create, tag and track short links on s.gooo.name.
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。
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
只显示了开头部分;其余内容请在仓库中阅读