Pk Eli
БесплатноНе проверенMCP server for searching and retrieving Pakistani federal statutes and Supreme Court judgments with structured citations, using static HuggingFace datasets.
Описание
MCP server for searching and retrieving Pakistani federal statutes and Supreme Court judgments with structured citations, using static HuggingFace datasets.
README
MCP server for Pakistani law: 967 federal statutes and 1,414 Supreme Court of Pakistan judgments, full text, with a strict citation contract on every response.
Pakistan publishes no machine-readable legal API, so this connector is corpus-based: it serves two public HuggingFace mirrors of official sources instead of querying a government endpoint live.
| Collection | Source | Snapshot | License |
|---|---|---|---|
| Federal statutes (967) | Pakistan_Laws_Dataset, collected from pakistancode.gov.pk PDFs (Ministry of Law and Justice) | 2025-01-30 | ODC-BY 1.0 |
| Supreme Court judgments (1,414) | supreme-court-of-pak-judgments | 2024-07-26 | MIT |
Honest limits, stated up front: both collections are static snapshots.
Amendments after 2025-01-30 and judgments after 2024-07-26 are absent, and the
judgment corpus is a subset of the Court's output. Every response repeats this
in dataset_note. Verify currency against pakistancode.gov.pk
and scp.gov.pk before relying on a provision.
Tools
| Tool | What it does |
|---|---|
pk_search_laws |
Keyword search over the 967 federal statutes (title-weighted). First call downloads the 47 MB corpus once, then serves from cache. |
pk_get_law |
Full statute text by law_id (truncated at ~300,000 characters). |
pk_case_search |
Server-side full-text search over the Supreme Court judgments. |
pk_get_decision |
One judgment's full text, by row_idx or registry case_id. |
pk_verify_citations |
Anti-hallucination check: extracts Pakistani legal citations from any text and verifies each against the corpus. |
Citation verification (pk_verify_citations)
Run it on a drafted answer, memo or pleading before it reaches a reader. The tool extracts every checkable citation and verifies it against the corpus:
- statute sections:
section 302 of the Pakistan Penal Code,section 10A of the Pakistan Study Centres Act, 1976,sections 6 and 7 of ...,sub-section (1) of section 6 of ...; - act coordinates:
Act No. XLV of 1860,Ordinance No. LII of 2000(Roman or Arabic); - Constitution articles:
Article 184(3) of the Constitution(the tail is required - a bareArticle 5could be any instrument and is deliberately ignored); - Supreme Court registry citations:
Crl.A. 93/2013,Criminal Appeal No. 93 of 2013.
The semantics are deliberately hard:
- A cited section that does not exist makes the whole result
HALLUCINATION_DETECTEDwithisError=true, plus a range hint of what does exist (section 999 does not exist in this act; 59 sections are machine-detectable in its text, numbered section 1-66). NO_CITATIONS_FOUNDis not a success - it means there was nothing to check.- A parenthetical description right after a citation
(
section 302 of the Pakistan Penal Code (punishment of qatl-i-amd)) is content-checked against the real provision text with a character-trigram match. A mismatch is a review signal, never a hard block. - Everything the tool could NOT check is listed in a structured
gapsfield. The judgment corpus is a subset and roughly half the statute PDFs carry no machine-readable coordinate header, so an unresolvable citation is reported asout_of_corpus("existence UNKNOWN, not disproven"), never as a hallucination.
The parse-verify-report pattern is adapted from
korean-law-mcp (MIT) - see
THIRD_PARTY.md. The same pattern shipped first in it-eli-mcp v0.6.0; the fleet
rollout plan lives in docs/VERIFY-ROLLOUT.md.
Citation contract
Pakistan has not deployed ELI. Every response still carries the fleet contract:
eli_uri- a stable, resolvable URL: the canonical pakistancode.gov.pk PDF for statutes, the dataset row URI for judgments. Never invented; seeeli_note.human_readable_citation- e.g.THE PRIVATISATION COMMISSION ORDINANCE, 2000orSupreme Court of Pakistan, Crl.A. 93/2013.source_url- where a human can read the same document.
Install
uvx pk-eli-mcp # or: pip install pk-eli-mcp
Claude Code:
claude mcp add pk-eli-mcp -- uvx pk-eli-mcp
Or drop .mcp.json.example into your project as .mcp.json.
Configuration
| Env | Default | Purpose |
|---|---|---|
PK_ELI_CACHE_DIR |
~/.matematic/cache/pk-eli |
Corpus file + HTTP cache |
PK_ELI_AUDIT_DIR |
~/.matematic/audit |
JSONL audit log (one line per tool call) |
Development
python -m venv .venv && .venv/Scripts/pip install -e ".[dev]" # Linux/macOS: .venv/bin/pip
ruff check src tests
pytest tests/test_instructions_drift.py tests/test_corpus.py # offline
pytest tests/test_smoke.py # live (downloads the corpus)
Governance
Read-only by design: the server can search and fetch, never write. Every tool
call appends an audit line (~/.matematic/audit/pk-eli-mcp.jsonl) with a SHA-256
input hash, duration and status. See CONSTITUTION.md for the rules this
connector is built under and DISCOVERY.md for how the sources were chosen.
License
Apache-2.0 for this code. The datasets keep their own licenses (ODC-BY 1.0 and MIT); the underlying texts are Government of Pakistan public legal documents.
Установить Pk Eli в Claude Desktop, Claude Code, Cursor
unyly install pk-eli-mcpСтавит в Claude Desktop, Claude Code, Cursor и VS Code — сам разбирается с npx, uvx и сборкой из исходников.
Впервые? Поставь CLI: curl -fsSL https://unyly.org/install | sh
Или настроить вручную
Выполни в терминале:
claude mcp add pk-eli-mcp -- uvx pk-eli-mcpFAQ
Pk Eli MCP бесплатный?
Да, Pk Eli MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для Pk Eli?
Нет, Pk Eli работает без API-ключей и переменных окружения.
Pk Eli — hosted или self-hosted?
Доступен hosted-вариант: Unyly запускает сервер в облаке, локальная установка не обязательна.
Как установить Pk Eli в Claude Desktop, Claude Code или Cursor?
Открой Pk Eli на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
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