什么是 eu.ansvar/botswana-law-mcp?
通过 MCP 访问博茨瓦纳法律法规,并支持对各类法案与条文进行全文检索。
README
Botswana Law MCP Server
The BACLAYS alternative for the AI age.
Query 882 Botswanan Acts -- from the Data Protection Act 2018 and the Penal Code to the Companies Act, Employment Act, and more -- directly from Claude, Cursor, or any MCP-compatible client.
If you're building legal tech, compliance tools, or doing Botswanan legal research, this is your verified reference database.
Built by Ansvar Systems -- Stockholm, Sweden
Why This Exists
Botswanan legal research means navigating laws.parliament.bw, botswanalii.org, and scattered government PDF publications. Whether you're:
- A lawyer validating citations in a brief or contract
- A compliance officer checking obligations under the Data Protection Act 2018 or the Financial Intelligence Act
- A legal tech developer building tools on Botswanan law
- A researcher tracing legislative provisions across 882 Acts
...you shouldn't need dozens of browser tabs and manual PDF cross-referencing. Ask Claude. Get the exact provision. With context.
This MCP server makes Botswanan law searchable, cross-referenceable, and AI-readable.
Quick Start
Use Remotely (No Install Needed)
Connect directly to the hosted version -- zero dependencies, nothing to install.
Endpoint: https://botswana-law-mcp.vercel.app/mcp
| Client | How to Connect |
|---|---|
| Claude.ai | Settings > Connectors > Add Integration > paste URL |
| Claude Code | claude mcp add botswana-law --transport http https://botswana-law-mcp.vercel.app/mcp |
| Claude Desktop | Add to config (see below) |
| GitHub Copilot | Add to VS Code settings (see below) |
Claude Desktop -- add to claude_desktop_config.json:
{
"mcpServers": {
"botswana-law": {
"type": "url",
"url": "https://botswana-law-mcp.vercel.app/mcp"
}
}
}
GitHub Copilot -- add to VS Code settings.json:
{
"github.copilot.chat.mcp.servers": {
"botswana-law": {
"type": "http",
"url": "https://botswana-law-mcp.vercel.app/mcp"
}
}
}
Use Locally (npm)
npx @ansvar/botswana-law-mcp
Claude Desktop -- add to claude_desktop_config.json:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"botswana-law": {
"command": "npx",
"args": ["-y", "@ansvar/botswana-law-mcp"]
}
}
}
Cursor / VS Code:
{
"mcp.servers": {
"botswana-law": {
"command": "npx",
"args": ["-y", "@ansvar/botswana-law-mcp"]
}
}
}
Example Queries
Once connected, just ask naturally:
- "What does the Data Protection Act 2018 say about consent for data processing?"
- "Find provisions in the Penal Code about fraud and financial crimes"
- "Search for company law requirements under the Companies Act"
- "What does the Employment Act say about termination and severance?"
- "Is the Financial Intelligence Act still in force?"
- "Find provisions about competition law under the Competition Act"
- "Build a legal stance on corporate governance obligations in Botswana"
- "Validate the citation 'Section 12 of the Data Protection Act 2018'"
What's Included
| Category | Count | Details |
|---|---|---|
| Acts | 882 statutes | Comprehensive Botswanan legislation |
| Provisions | 7,626 sections | Full-text searchable with FTS5 |
| Legal Definitions | 7,703 definitions | Extracted from Act texts |
| Database Size | ~17 MB | Optimized SQLite, portable |
| Freshness Checks | Automated | Monitoring against laws.parliament.bw |
Verified data only -- every citation is validated against official sources (laws.parliament.bw, botswanalii.org). Zero LLM-generated content.
Why This Works
Verbatim Source Text (No LLM Processing):
- All statute text is ingested from botswanalaws.com and the Parliament of Botswana (laws.parliament.bw)
- Provisions are returned unchanged from SQLite FTS5 database rows
- Zero LLM summarization or paraphrasing -- the database contains statute text, not AI interpretations
Smart Context Management:
- Search returns ranked provisions with BM25 scoring (safe for context)
- Provision retrieval gives exact text by Act name and section number
- Cross-references help navigate without loading everything at once
Technical Architecture:
botswanalaws.com / laws.parliament.bw --> Parse --> SQLite --> FTS5 snippet() --> MCP response
^ ^
Provision parser Verbatim database query
Traditional Research vs. This MCP
| Traditional Approach | This MCP Server |
|---|---|
| Search laws.parliament.bw by Act name | Search by plain language: "data protection consent" |
| Navigate multi-section Acts manually | Get the exact provision with context |
| Manual cross-referencing between Acts | build_legal_stance aggregates across sources |
| "Is this Act still in force?" --> check manually | check_currency tool --> answer in seconds |
| Find SADC/AU alignment --> dig through frameworks | get_eu_basis --> linked frameworks instantly |
| No API, no integration | MCP protocol --> AI-native |
Traditional: Search laws.parliament.bw --> Download PDF --> Ctrl+F --> Cross-reference Acts --> Check amendments manually --> Repeat
This MCP: "What are the data subject rights under the Data Protection Act 2018 and how do they compare to SADC frameworks?" --> Done.
Available Tools (13)
Core Legal Research Tools (8)
| Tool | Description |
|---|---|
search_legislation | FTS5 full-text search across 7,626 provisions with BM25 ranking. Supports quoted phrases, boolean operators, prefix wildcards |
get_provision | Retrieve specific provision by Act name and section number |
check_currency | Check if an Act is in force, amended, or repealed |
validate_citation | Validate citation against database -- zero-hallucination check. Supports "Section 12 Data Protection Act 2018", "s. 5 Penal Code" |
build_legal_stance | Aggregate citations from multiple Acts for a legal topic |
format_citation | Format citations per Botswanan conventions (full/short/pinpoint) |
list_sources | List all available Acts with metadata, coverage scope, and data provenance |
about | Server info, capabilities, dataset statistics, and coverage summary |
International Law Integration Tools (5)
| Tool | Description |
|---|---|
get_eu_basis | Get international frameworks (SADC, AU, Commonwealth) that a Botswanan Act aligns with |
get_botswanan_implementations | Find Botswanan laws implementing a specific international framework or convention |
search_eu_implementations | Search international documents with Botswanan alignment counts |
get_provision_eu_basis | Get international law references for a specific provision |
validate_eu_compliance | Check alignment status of Botswanan laws against international standards |
International Law Alignment
Botswana is not an EU member state. Botswanan law develops through its own Westminster-derived constitutional and parliamentary framework, with international alignment through:
- SADC -- Southern African Development Community protocols on trade, finance, and governance; SADC Model Law on Data Protection
- African Union (AU) -- Malabo Convention on Cybersecurity and Personal Data Protection; AU frameworks on digital economy
- Commonwealth -- Commonwealth legal traditions and model laws; Commonwealth Cyber Declaration
- UN Conventions -- UNCAC (anti-corruption), Convention on the Rights of the Child, and international human rights instruments
The international bridge tools allow you to explore these alignment relationships -- checking which Botswanan provisions correspond to SADC or AU requirements, and vice versa.
Note: International cross-references reflect alignment and framework relationships, not direct transposition. Botswana develops its own legislative approach, and the alignment tools help identify where Botswanan and international law address similar domains.
Data Sources & Freshness
All content is sourced from authoritative Botswanan legal databases:
- botswanalaws.com -- Botswana laws and Acts database (primary source)
- Parliament of Botswana -- Official Acts and subsidiary legislation
- botswanalii.org -- Botswana Legal Information Institute
Data Provenance
| Field | Value |
|---|---|
| Authority | Republic of Botswana |
| Primary source | botswanalaws.com / laws.parliament.bw |
| Languages | English (official language) |
| Coverage | 882 consolidated Acts |
| Last ingested | 2026-02-25 |
Automated Freshness Checks
A GitHub Actions workflow monitors data sources for changes:
| Check | Method |
|---|---|
| Act amendments | Drift detection against known provision anchors |
| New Acts | Comparison against source index |
| Repealed Acts | Status change detection |
Verified data only -- every citation is validated against official sources. Zero LLM-generated content.
Security
This project uses multiple layers of automated security scanning:
| Scanner | What It Does | Schedule |
|---|---|---|
| CodeQL | Static analysis for security vulnerabilities | Weekly + PRs |
| Semgrep | SAST scanning (OWASP top 10, secrets, TypeScript) | Every push |
| Gitleaks | Secret detection across git history | Every push |
| Trivy | CVE scanning on filesystem and npm dependencies | Daily |
| Socket.dev | Supply chain attack detection | PRs |
| Dependabot | Automated dependency updates | Weekly |
See SECURITY.md for the full policy and vulnerability reporting.
Important Disclaimers
Legal Advice
THIS TOOL IS NOT LEGAL ADVICE
Statute text is sourced from botswanalaws.com and laws.parliament.bw. However:
- This is a research tool, not a substitute for professional legal counsel
- Court case coverage is not included -- do not rely solely on this for case law research
- Verify critical citations against primary sources for court filings
- International cross-references reflect alignment relationships, not direct transposition
Before using professionally, read: DISCLAIMER.md | SECURITY.md
Client Confidentiality
Queries go through the Claude API. For privileged or confidential matters, use on-premise deployment.
Bar Association
For professional legal use in Botswana, consult guidance from the Law Society of Botswana regarding professional obligations and confidentiality requirements.
Development
Setup
git clone https://github.com/Ansvar-Systems/Botswana-law-mcp
cd Botswana-law-mcp
npm install
npm run build
npm test
Running Locally
npm run dev # Start MCP server
npx @anthropic/mcp-inspector node dist/index.js # Test with MCP Inspector
Data Management
npm run ingest # Ingest Acts from botswanalaws.com
npm run build:db # Rebuild SQLite database
npm run drift:detect # Run drift detection against anchors
npm run check-updates # Check for amendments and new Acts
npm run census # Generate coverage census
Performance
- Search Speed: <100ms for most FTS5 queries
- Database Size: ~17 MB (efficient, portable)
- Reliability: 100% ingestion success rate across 882 Acts
Related Projects: Complete Compliance Suite
This server is part of Ansvar's Compliance Suite -- MCP servers that work together for end-to-end compliance coverage:
@ansvar/eu-regulations-mcp
Query 49 EU regulations directly from Claude -- GDPR, AI Act, DORA, NIS2, MiFID II, eIDAS, and more. Full regulatory text with article-level search. npx @ansvar/eu-regulations-mcp
@ansvar/us-regulations-mcp
Query US federal and state compliance laws -- HIPAA, CCPA, SOX, GLBA, FERPA, and more. npx @ansvar/us-regulations-mcp
@ansvar/security-controls-mcp
Query 261 security frameworks -- ISO 27001, NIST CSF, SOC 2, CIS Controls, SCF, and more. npx @ansvar/security-controls-mcp
70+ national law MCPs covering Australia, Brazil, Canada, Denmark, Ethiopia, France, Germany, Ghana, India, Ireland, Japan, Kenya, Malawi, Netherlands, Nigeria, Norway, Singapore, South Africa, Sweden, Switzerland, UAE, UK, and more.
Contributing
Contributions welcome! See CONTRIBUTING.md for guidelines.
Priority areas:
- Court case law expansion (High Court of Botswana, Court of Appeal)
- SADC protocol alignment mapping
- AU Malabo Convention cross-references
- Historical Act versions and amendment tracking
- Subsidiary legislation and statutory instruments
Roadmap
- Core Act database with FTS5 search
- Full corpus ingestion (882 Acts, 7,626 provisions, 7,703 definitions)
- International law alignment tools
- Vercel Streamable HTTP deployment
- npm package publication
- Court case law expansion (High Court, Court of Appeal)
- Historical Act versions (amendment tracking)
- Subsidiary legislation and statutory instruments
- SADC protocol cross-references
Citation
If you use this MCP server in academic research:
@software{botswana_law_mcp_2026,
author = {Ansvar Systems AB},
title = {Botswana Law MCP Server: AI-Powered Legal Research Tool},
year = {2026},
url = {https://github.com/Ansvar-Systems/Botswana-law-mcp},
note = {882 Botswanan Acts with 7,626 provisions sourced from botswanalaws.com}
}
License
Apache License 2.0. See LICENSE for details.
Data Licenses
- Statutes & Legislation: Republic of Botswana (public domain)
- International Framework Metadata: SADC / AU / Commonwealth (public domain)
About Ansvar Systems
We build AI-accelerated compliance and legal research tools for the global market. This MCP server started as our internal reference tool -- turns out everyone building for the Botswanan or Southern African market has the same research frustrations.
So we're open-sourcing it. Navigating 882 Acts shouldn't require a law degree.
ansvar.eu -- Stockholm, Sweden
<p align="center"> <sub>Built with care in Stockholm, Sweden</sub> </p>
常见问题
eu.ansvar/botswana-law-mcp 是什么?
通过 MCP 访问博茨瓦纳法律法规,并支持对各类法案与条文进行全文检索。
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