Pk Eli Mcp

io.github.matematicsolutions由 GitHub 帳號 matematicsolutions 發布v0.4.4更新於 Oct 24, 2026

MCP server for Pakistani law: search and cite federal statutes and Supreme Court judgments.

概覽

AI 產生的概覽

本機 MCP 伺服器,讓助理檢索巴基斯坦聯邦法規與最高法院判決、取得全文,並核驗法律引註。

可以做什麼
依關鍵字或法規 ID 檢索並取得聯邦法規全文,全文有長度上限;檢索最高法院判決,並依列號或案件 ID 取得單一判決全文。核驗草稿中的引註,擷取法條、法令編號、憲法條文與登記引註並與語料比對,標出並不存在的條文,並列出無法核驗的部分。回報語料涵蓋範圍、擷取日期以及明確的缺口與替代做法。每個回應都附帶引註約定,包含穩定 URI、可讀引註與來源連結。
適用情境
適合起草或審閱引用巴基斯坦法律的文稿時,需要法規與判決原文並確認所引條文確實存在。也適合能接受快照日期與涵蓋範圍限制的研究工作。
執行需求
以 Python 套件在本機執行(uvx 或 pip 安裝),需要 Python 及 uv 或 pip;在啟用 Smart App Control 的 Windows 11 上,應透過已簽章的 python 解譯器執行,而非被封鎖的啟動器。需要網路:法規語料(約 47 MB)首次下載後快取,判決檢索會傳送到 Hugging Face 的公開 datasets-server。選用環境變數可設定快取目錄、稽核日誌目錄與語料鏡像位址。
安裝前請注意
資料為靜態快照:法規截至 2025-01-30,判決截至 2024-07-26,且判決語料僅為子集,時效性須對照官方來源核實。判決檢索查詢會傳送給第三方公開服務。每次工具呼叫都會寫入本機 JSONL 稽核日誌。伺服器為唯讀,無需任何憑證。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Pk Eli Mcp,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

pk-eli-mcp

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.

CollectionSourceSnapshotLicense
Federal statutes (967)Pakistan_Laws_Dataset, collected from pakistancode.gov.pk PDFs (Ministry of Law and Justice)2025-01-30ODC-BY 1.0
Supreme Court judgments (1,414)supreme-court-of-pak-judgments2024-07-26MIT

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

ToolWhat it does
pk_search_lawsKeyword search over the 967 federal statutes (title-weighted). First call downloads the 47 MB corpus once, then serves from cache.
pk_get_lawFull statute text by law_id (truncated at ~300,000 characters).
pk_case_searchServer-side full-text search over the Supreme Court judgments.
pk_get_decisionOne judgment's full text, by row_idx or registry case_id.
pk_verify_citationsAnti-hallucination check: extracts Pakistani legal citations from any text and verifies each against the corpus.
pk_coverageDeclare what this connector covers, when each family was captured, and - explicitly - what it does NOT cover. Every gap carries a fallback.

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 bare Article 5 could 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_DETECTED with isError=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_FOUND is 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 gaps field. The judgment corpus is a subset and roughly half the statute PDFs carry no machine-readable coordinate header, so an unresolvable citation is reported as out_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; see eli_note.
  • human_readable_citation - e.g. THE PRIVATISATION COMMISSION ORDINANCE, 2000 or Supreme Court of Pakistan, Crl.A. 93/2013.
  • source_url - where a human can read the same document.

Install

As a Claude plugin (Claude Code or the desktop app, needs uv); see plugin/README.md for what it sends and stores:

/plugin marketplace add matematicsolutions/pk-eli-mcp/plugin install pk-eli-mcp@pk-eli-mcp

As a standalone server:

bash
uvx pk-eli-mcp          # or: pip install pk-eli-mcp

Claude Code:

bash
claude mcp add pk-eli-mcp -- uvx pk-eli-mcp

Or drop .mcp.json.example into your project as .mcp.json.

Windows 11 with Smart App Control

Smart App Control blocks unsigned executables, which covers uvx.exe, pip.exe and the pk-eli-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:

bash
python -m pip install pk-eli-mcppython -m pk_eli_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 pk_eli_mcp.

json
{ "mcpServers": { "pk-eli-mcp": { "command": "python", "args": ["-m", "pk_eli_mcp"] } } }

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

Configuration

EnvDefaultPurpose
PK_ELI_CACHE_DIR~/.matematic/cache/pk-eliCorpus file + HTTP cache
PK_ELI_AUDIT_DIR~/.matematic/auditJSONL audit log (one line per tool call)
PK_ELI_CORPUS_URLthe pk-laws-corpus.json.gz asset of this repository's latest GitHub releaseStatute corpus mirror; '' skips it and downloads the pinned Hugging Face revision directly (the Claude plugin does this)

Network: statute searches run on the local corpus; judgment searches send the query to Hugging Face's public datasets-server. The corpus is downloaded once, from the mirror above or from Hugging Face. No LLM provider, no telemetry.

Development

bash
python -m venv .venv && .venv/Scripts/pip install -e ".[dev]"   # Linux/macOS: .venv/bin/pipruff check src testspytest tests/test_instructions_drift.py tests/test_corpus.py   # offlinepytest 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.

來源:README.md,提交 43a38fb

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

2
  1. v0.4.4最新Oct 6, 2026
  2. v0.4.3Sep 16, 2026

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