MCP server (Model Context Protocol) for the case law of the Krajowa Izba Odwolawcza (KIO) (National Appeals Chamber) at the Urzad Zamowien Publicznych (Public Procurement Office) - the public database orzeczenia.uzp.gov.pl.

It lets Claude / Cursor / VS Code MCP agents consume KIO rulings with verifiable citations (signature + URL + date).

Status: POC v0.1.0 | License: Apache-2.0 | Maintainer: MateMatic

Preliminary warning. The v0.1.0 connector is a proof-of-concept release. It fetches data from the public UZP case law database via HTML (no official REST API). Full legal disclaimer - see the "Legal disclaimer" section below. A dedicated smoke test and notification to UZP are required before production deployment.

The Krajowa Izba Odwolawcza (National Appeals Chamber) is an administrative (quasi-judicial) body operating at the Urzad Zamowien Publicznych (Public Procurement Office) - KIO members are independent when adjudicating (art. 471 PZP) - which hears appeals against contracting authorities' decisions in public procurement proceedings (the Act of 11 September 2019 - Public Procurement Law). KIO rulings are made publicly available by UZP under the Act on access to public information.

KIO rulings are not a source of law within the meaning of art. 87 of the Constitution of the Republic of Poland - they are reference material widely used in the practice of law firms dealing with public procurement.

# Clone and enter the directory
git clone https://github.com/matematicsolutions/kio-orzeczenia-mcp.git
cd kio-orzeczenia-mcp

# Virtualenv
python -m venv .venv
.\.venv\Scripts\Activate.ps1

# Install
pip install -e ".[dev]"

# Offline test (signature parser)
pytest tests/test_signature.py -v

# Smoke test (online - hits UZP, rate-limited 1 req/s)
pytest tests/test_smoke.py -v -m smoke

# Run the server (stdio)
python -m kio_orzeczenia_mcp.server

Add to ~/.claude.json (or .mcp.json in the project):

{
  "mcpServers": {
    "kio-orzeczenia": {
      "command": "python",
      "args": ["-m", "kio_orzeczenia_mcp.server"],
      "env": {
        "KIO_MCP_RATE_LIMIT": "1.0",
        "KIO_MCP_CACHE_DIR": "~/.matematic/cache/kio"
      }
    }
  }
}

Restart Claude Code. After startup, 5 tools should be visible.

Smart App Control blocks unsigned executables, which covers uvx.exe, pip.exe and the kio-orzeczenia-mcp.exe launcher that pip writes at install time. The python.exe and py.exe from the python.org installer are signed by the Python Software Foundation, so running the module through the interpreter works:

python -m pip install kio-orzeczenia-mcp
python -m kio_orzeczenia_mcp

pip.exe is blocked for the same reason, so install with python -m pip, not pip install. If python is not on PATH, use the Windows launcher: py -3 -m kio_orzeczenia_mcp.

{ "mcpServers": { "kio-orzeczenia-mcp": { "command": "python", "args": ["-m", "kio_orzeczenia_mcp"] } } }

Do not turn Smart App Control off to work around this - it cannot be re-enabled without reinstalling Windows.

Search over KIO case law. All fields optional.

// Arguments:
{
  "phrase": "razaco niska cena",
  "signature": null,
  "date_from": "2024-01-01",
  "date_to": "2024-12-31",
  "pzp_article": "226",
  "subject_index": null,
  "inflection": true,
  "page": 1,
  "size": 20
}

Returns {total, page, items: [OrzeczenieSummary]}.

Fetches the full text of a single ruling.

// Arguments:
"KIO 2924/21"   // string -> first search by signature to resolve internal_id (+1 req)
15903           // int -> directly GET /Home/HtmlContent/15903

Returns the full Orzeczenie with content_text, sentence, reasoning (if the parser can extract them), pzp_articles, chamber_composition, parties.

The most recent rulings from the last N days, sorted by date descending.

// Arguments:
{ "days": 30, "limit": 20 }

Rulings citing a specific PZP article. Filtered by phrase + post-process (no server-side article filter).

// Arguments:
{ "article": "226", "limit": 20 }
{ "article": "224 ust. 1 pkt 1", "limit": 50 }

Returns the URL to the PDF (rendered by UZP from .docx via Qt 4.8.7). Does not fetch bytes - we link to it.

// Returns:
{
  "pdf_url": "https://orzeczenia.uzp.gov.pl/Home/PdfContent/15903?Kind=KIO",
  "signature": "KIO 2924/21",
  "internal_id": 15903,
  "human_readable_citation": "Wyrok KIO z 2021-10-28, sygn. KIO 2924/21"
}

The agent calls kio_search:

{
  "phrase": "razaco niska cena",
  "date_from": "2025-05-20",
  "date_to": "2026-05-20",
  "inflection": true,
  "size": 50
}

Result: a list of OrzeczenieSummary with human_readable_citation ready to insert into a court filing.

The agent calls kio_by_pzp_article:

{ "article": "226 ust. 1 pkt 5", "limit": 30 }

The agent calls kio_get_orzeczenie:

"KIO 2924/21"

Result: the full Orzeczenie with parties, sentence, reasoning.

1. Mapping signature -> internal_id requires a search - if you query by signature, we make +1 req
2. No server-side filter by PZP article - filtering done via phrase search + post-process (may miss some hits)
3. PDF not fetched - only a link to the UZP page (product decision)
4. The sentence/reasoning parser is shallow - in the POC we return content_text as plain text. Splitting into sections -> v1.0
5. Rate limit 1 req/s - large lists may be slow. A 7-day cache for rulings (immutable) mitigates this.

• Rulings (immutable): 7 days
• Search result lists: 6 hours
• PZP dictionary (once implemented): 30 days

Cache location: ~/.matematic/cache/kio/ (configurable via KIO_MCP_CACHE_DIR).

Location: ~/.matematic/audit/kio-orzeczenia-mcp.jsonl

JSONL format (one entry per tool call). See CONSTITUTION.md Art. 3.

What is NOT logged: the full text of a ruling (content_text, reasoning). We log only signatures and metadata.

The data comes from the public UZP case law database (orzeczenia.uzp.gov.pl), made available under the Act of 6 September 2001 on access to public information and the Act of 11 September 2019 - Public Procurement Law.

The connector:

• does not modify the source data,
• does not de-anonymize the parties to a proceeding beyond what UZP publishes,
• does not circumvent any technical protections,
• identifies itself with the User-Agent header matematic-kio-mcp/{version} (+https://matematic.co).

Pre-release blocker. Before publishing the repository on GitHub, a notification to UZP (kontakt@uzp.gov.pl) about launching the connector is planned - User-Agent, query limit, nature of access. Status: TODO.

In case of objections from UZP or other parties - contact: kontakt@matematic.co.

Apache-2.0. See LICENSE.

See CONSTITUTION.md - 4 governance principles (public data, rate limit, audit log, citations).

Open-source connectors by MateMatic that complement the scope of this repository:

• mcp-saos - SAOS (Supreme Court, Supreme Administrative Court, common courts)
• mcp-eu-sparql - EU law via Cellar SPARQL
• mcp-isap - Journal of Laws, Monitor Polski, ministerial gazettes (Sejm ELI API)

External catalog of legal sources: worldwidelaw/legal-sources (bulk harvest scripts, MIT).