agentic-firmenbuch

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.

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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 at https://register.agentic-firmenbuch.at/mcp with the same account and the same access rules (free trial, then Pro). A search returns matches from both countries, tagged by country (AT / DE).

Quickstart

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, …):

1. Get an API key at agentic-firmenbuch.at. Every new account starts with 50 free credits, valid for 7 days (1 credit per company, so about 50 companies), one allowance shared by the web console and Claude. After the trial, access from Claude, Cursor or any MCP/API client needs Pro at €79/month plus VAT: unlimited queries within fair-use limits (10,000 calls per day, 20,000 export rows and 50 documents per month), cancel monthly. Credit packs are a web-console product and do not unlock MCP/API access. (Connecting via a sandboxed client like Claude Cowork/claude.ai grants the 50 credits on first connect, no key needed, see below.)
2. Add the server. Claude Code (terminal), one line:

   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\":\"<your-key>\"}}". Any other HTTP-MCP-Header client: URL https://mcp.agentic-firmenbuch.at/mcp, header X-API-Key: <your-key>.
3. Ask in natural language, e.g. "Aktive GmbHs in Oberösterreich mit Bilanzsumme über 5 Mio. €, sortiert nach Umsatz." The agent calls 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 connector with the URL https://mcp.agentic-firmenbuch.at/mcp and a one-time email login (OAuth, no key). Step-by-step with screenshots: agentic-firmenbuch.at/cowork.html.

Prefer to try before signing up? Use the playground.

Or run the pipeline yourself – clone, uv sync, uv run pytest (offline, no Azure). See Develop.

Available MCP tools

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.

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.

Documentation

Full index with the versioning convention (shipped _v1 specs vs. the forward ROADMAP.md + V2 design spec): 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).

Monorepo layout (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

Pipeline (numbered layers, 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.

LAYER_MAP – which code owns which layer

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	Cosmos 50_consolidated	ConsolidatedCompany	Stage 2
30_derived

Un-numbered. Shared (in packages/): core (fbl_core, source-agnostic lineage/meta + metric contracts, config, storage) and auth (fbl_auth, 00_accounts). AT-specific (in products/agentic-firmenbuch/packages/): core_at (fbl_core_at, UGB taxonomy + Firmenbuch domain models + ÖNACE + FI directories), firmenbuch_client (fbl_firmenbuch_client, HVD SOAP adapter), orchestration (fbl_orchestration, the --mode Job entrypoint), mcp_server (fbl_mcp_server, serving). Plus products/agentic-firmenbuch/tests/ (fixtures), docs/ (incl. API probe findings).

Build status – live in production ✅

All build stages are implemented and the service is live in production: the multi-tenant MCP server is deployed, the daily pipeline runs on a cron, and the backfill keeps growing the served slice. Since the V1 launch the register has gained semantic vector search, ÖNACE/WZ industry classification, register-change events, German Handelsregister coverage through the unified endpoint, and the trial-then-Pro access model described above. ruff + mypy --strict + pytest (with an 80% coverage gate) are green in CI; deployment of the backend is manual after review.

Develop

uv sync                            # create the workspace venv
uv run pytest                      # all fixture/unit/integration tests (offline)
uv run mypy packages products      # strict types (shared + products)
uv run ruff check packages products  # lint

True end-to-end (live): a separate, env-flag-guarded test runs a few real FNRs through every layer (API → 90_raw → … → 10_presentation → MCP). Skipped by default.

FBL_E2E=1 uv run pytest products/agentic-firmenbuch/tests/e2e -q  # needs FIRMENBUCH_API_KEY

See products/agentic-firmenbuch/tests/e2e/. It uses in-memory stores + a tiny real pull – no Azure, no full backfill (deployment is manual after review).

License & data

Licensed under the MIT License (see LICENSE).

The data originates from the Austrian Firmenbuch (BMJ – Justiz), an EU High Value Dataset licensed under CC BY 4.0. Any redistribution of the data must keep the attribution "Quelle: Österreichisches Firmenbuch / BMJ – Justiz (CC BY 4.0)" (see NOTICE).

Disclaimer – no warranty, use at your own risk

This software and any data it produces are provided "AS IS", WITHOUT WARRANTY OF ANY KIND, express or implied (see the MIT License). The processed data is derived automatically from the public Firmenbuch and is provided without any guarantee of correctness, completeness, timeliness, or fitness for a particular purpose. It is not legal, tax, or financial advice and does not replace an official Firmenbuch extract – the official register always prevails.

Use of this software and the data is entirely at your own risk. To the maximum extent permitted by law, the authors and copyright holders accept no liability for any direct, indirect, incidental, or consequential damages arising from its use. You are responsible for complying with the CC BY 4.0 attribution requirement and all applicable data-protection, competition, and copyright law when using or redistributing the data.