Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
Production-grade Swedish legal research MCP server with comprehensive statute coverage and EU law cross-references Swedish Law MCP Server **The Riksdagen alternative for the AI age.** $1 $1 $1 $1 $1 $1 $1 $1 Query **2,415 Swedish statutes** -- from Dataskyddslagen and Brottsbalken to Aktiebolagslagen, Miljöbalken, and more -- directly from Claude, Cursor, or any MCP-compatible client. If you're building legal tech, compliance tools, or doing Swedish legal research, this is your verified reference database. Built by $1 -- Stockhol Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
@ansvar/swedish-law-mcp is best for mcp, model-context-protocol, ai workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
Production-grade Swedish legal research MCP server with comprehensive statute coverage and EU law cross-references Swedish Law MCP Server **The Riksdagen alternative for the AI age.** $1 $1 $1 $1 $1 $1 $1 $1 Query **2,415 Swedish statutes** -- from Dataskyddslagen and Brottsbalken to Aktiebolagslagen, Miljöbalken, and more -- directly from Claude, Cursor, or any MCP-compatible client. If you're building legal tech, compliance tools, or doing Swedish legal research, this is your verified reference database. Built by $1 -- Stockhol
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Ansvar Systems
Artifacts
0
Benchmarks
0
Last release
1.2.3
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/Ansvar-Systems/Swedish-law-mcp.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Ansvar Systems
Protocol compatibility
MCP
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
json
{
"mcpServers": {
"swedish-law": {
"type": "url",
"url": "https://swedish-law-mcp.vercel.app/mcp"
}
}
}json
{
"github.copilot.chat.mcp.servers": {
"swedish-law": {
"type": "http",
"url": "https://swedish-law-mcp.vercel.app/mcp"
}
}
}bash
npx @ansvar/swedish-law-mcp
json
{
"mcpServers": {
"swedish-law": {
"command": "npx",
"args": ["-y", "@ansvar/swedish-law-mcp"]
}
}
}json
{
"mcp.servers": {
"swedish-law": {
"command": "npx",
"args": ["-y", "@ansvar/swedish-law-mcp"]
}
}
}text
Riksdagen API → Parse → SQLite → FTS5 snippet() → MCP response
↑ ↑
Provision parser Verbatim database queryFull documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Production-grade Swedish legal research MCP server with comprehensive statute coverage and EU law cross-references Swedish Law MCP Server **The Riksdagen alternative for the AI age.** $1 $1 $1 $1 $1 $1 $1 $1 Query **2,415 Swedish statutes** -- from Dataskyddslagen and Brottsbalken to Aktiebolagslagen, Miljöbalken, and more -- directly from Claude, Cursor, or any MCP-compatible client. If you're building legal tech, compliance tools, or doing Swedish legal research, this is your verified reference database. Built by $1 -- Stockhol
The Riksdagen alternative for the AI age.
Query 2,415 Swedish statutes -- from Dataskyddslagen and Brottsbalken to Aktiebolagslagen, Miljöbalken, and more -- directly from Claude, Cursor, or any MCP-compatible client.
If you're building legal tech, compliance tools, or doing Swedish legal research, this is your verified reference database.
Built by Ansvar Systems -- Stockholm, Sweden
Swedish legal research is scattered across Riksdagen, SFS publications, lagen.nu, and EUR-Lex. Whether you're:
...you shouldn't need 47 browser tabs and manual PDF cross-referencing. Ask Claude. Get the exact provision. With context.
This MCP server makes Swedish law searchable, cross-referenceable, and AI-readable.
Connect directly to the hosted version — zero dependencies, nothing to install.
Endpoint: https://swedish-law-mcp.vercel.app/mcp
| Client | How to Connect |
|--------|---------------|
| Claude.ai | Settings > Connectors > Add Integration > paste URL |
| Claude Code | claude mcp add swedish-law --transport http https://swedish-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": {
"swedish-law": {
"type": "url",
"url": "https://swedish-law-mcp.vercel.app/mcp"
}
}
}
GitHub Copilot — add to VS Code settings.json:
{
"github.copilot.chat.mcp.servers": {
"swedish-law": {
"type": "http",
"url": "https://swedish-law-mcp.vercel.app/mcp"
}
}
}
npx @ansvar/swedish-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": {
"swedish-law": {
"command": "npx",
"args": ["-y", "@ansvar/swedish-law-mcp"]
}
}
}
Cursor / VS Code:
{
"mcp.servers": {
"swedish-law": {
"command": "npx",
"args": ["-y", "@ansvar/swedish-law-mcp"]
}
}
}
Once connected, just ask naturally:
| Category | Count | Details | |----------|-------|---------| | Statutes | 2,415 statutes | Comprehensive Swedish legislation | | Provisions | 58,570 sections | Full-text searchable with FTS5 | | Preparatory Works | 6,735 documents | Propositions (Prop.) and SOUs | | EU Cross-References | 668 references | 228 EU directives and regulations | | Legal Definitions | 0 (free tier) | Table reserved, extraction not enabled in current free build | | Database Size | ~125 MB | Optimized SQLite, portable | | Daily Updates | Automated | Freshness checks against Riksdagen |
Verified data only -- every citation is validated against official sources (Riksdagen, lagen.nu, EUR-Lex). Zero LLM-generated content.
Verbatim Source Text (No LLM Processing):
Smart Context Management:
Technical Architecture:
Riksdagen API → Parse → SQLite → FTS5 snippet() → MCP response
↑ ↑
Provision parser Verbatim database query
| Traditional Approach | This MCP Server |
|---------------------|-----------------|
| Search Riksdagen by SFS number | Search by plain Swedish: "personuppgifter samtycke" |
| Navigate multi-chapter statutes manually | Get the exact provision with context |
| Manual cross-referencing between laws | build_legal_stance aggregates across sources |
| "Is this statute still in force?" → check manually | check_currency tool → answer in seconds |
| Find EU basis → dig through EUR-Lex | get_eu_basis → linked EU directives instantly |
| Check 5+ sites for updates | Daily automated freshness checks |
| No API, no integration | MCP protocol → AI-native |
Traditional: Search Riksdagen → Download SFS PDF → Ctrl+F → Cross-reference with proposition → Check EUR-Lex for EU basis → Repeat
This MCP: "What EU law is the basis for DSL 3 kap. 5 § about consent?" → Done.
| Tool | Description |
|------|-------------|
| search_legislation | FTS5 search on 58,570 provisions with BM25 ranking |
| get_provision | Retrieve specific provision by SFS + chapter/section |
| search_case_law | FTS5 search on case law with court/date filters |
| get_preparatory_works | Get linked propositions and SOUs for a statute |
| validate_citation | Validate citation against database (zero-hallucination check) |
| build_legal_stance | Aggregate citations from statutes, case law, prep works |
| format_citation | Format citations per Swedish conventions (full/short/pinpoint) |
| check_currency | Check if statute is in force, amended, or repealed |
| Tool | Description |
|------|-------------|
| get_eu_basis | Get EU directives/regulations for Swedish statute |
| get_swedish_implementations | Find Swedish laws implementing EU act |
| search_eu_implementations | Search EU documents with Swedish implementation counts |
| get_provision_eu_basis | Get EU law references for specific provision |
| validate_eu_compliance | Check implementation status (future, requires EU MCP) |
668 cross-references linking 309 Swedish statutes to EU law, with bi-directional lookup.
| Metric | Value | |--------|-------| | EU References | 668 cross-references | | EU Documents | 228 unique directives and regulations | | Swedish Statutes with EU Refs | 309 (12.8% of statutes) | | Directives | 89 | | Regulations | 139 | | EUR-Lex Integration | Automated metadata fetching |
See EU_INTEGRATION_GUIDE.md for detailed documentation and EU_USAGE_EXAMPLES.md for practical examples.
All content is sourced from authoritative Swedish legal databases:
A daily GitHub Actions workflow monitors all data sources:
| Source | Check | Method | |--------|-------|--------| | Statute amendments | Riksdagen API date comparison | All 2,415 statutes checked | | New statutes | Riksdagen SFS publications (90-day window) | Diffed against database | | Case law | lagen.nu feed entry count | Compared to database | | Preparatory works | Riksdagen proposition API (30-day window) | New props detected | | EU reference staleness | Git commit timestamps | Flagged if >90 days old |
The workflow supports auto_update: true dispatch for automated sync, rebuild, version bump, and npm publishing.
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 | | Docker Security | Container image scanning + SBOM generation | Daily | | Socket.dev | Supply chain attack detection | PRs | | OSSF Scorecard | OpenSSF best practices scoring | Weekly | | Dependabot | Automated dependency updates | Weekly |
See SECURITY.md for the full policy and vulnerability reporting.
THIS TOOL IS NOT LEGAL ADVICE
Statute text is sourced from official Riksdagen/SFS publications. However:
- This is a research tool, not a substitute for professional legal counsel
- Court case coverage is limited -- do not rely solely on this for case law research
- Verify critical citations against primary sources for court filings
- EU cross-references are extracted from Swedish statute text, not EUR-Lex full text
Before using professionally, read: DISCLAIMER.md | PRIVACY.md
Queries go through the Claude API. For privileged or confidential matters, use on-premise deployment. See PRIVACY.md for Advokatsamfundet compliance guidance.
git clone https://github.com/Ansvar-Systems/swedish-law-mcp
cd swedish-law-mcp
npm install
npm run build
npm test
npm run dev # Start MCP server
npx @anthropic/mcp-inspector node dist/index.js # Test with MCP Inspector
npm run ingest -- <sfs-number> <output.json> # Ingest statute from Riksdagen
npm run ingest:auto-all -- --scope all-laws --dry-run # Coverage audit against Riksdagen
npm run ingest:auto-all -- --scope all-laws # Ingest full law-like corpus from Riksdagen
npm run ingest:cases:full-archive # Ingest case law (full archive)
npm run sync:cases # Ingest case law (incremental)
npm run sync:prep-works # Sync preparatory works
npm run extract:definitions # Extract legal definitions
npm run build:db # Rebuild SQLite database
npm run check-updates # Check for amendments
This server is part of Ansvar's Compliance Suite -- MCP servers that work together for end-to-end compliance coverage:
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
Query 2,415 Swedish statutes directly from Claude -- DSL, BrB, ABL, MB, and more. Full provision text with EU cross-references. npx @ansvar/swedish-law-mcp
Query US federal and state compliance laws -- HIPAA, CCPA, SOX, GLBA, FERPA, and more. npm install @ansvar/us-regulations-mcp
Query IEC 62443, NIST 800-82/53, and MITRE ATT&CK for ICS -- Specialized for OT/ICS environments. npx @ansvar/ot-security-mcp
Query UNECE R155/R156 and ISO 21434 -- Automotive cybersecurity compliance. npx @ansvar/automotive-cybersecurity-mcp
Offline-capable sanctions screening -- OFAC, EU, UN sanctions lists. pip install ansvar-sanctions-mcp
Contributions welcome! See CONTRIBUTING.md for guidelines.
Priority areas:
If you use this MCP server in academic research:
@software{swedish_law_mcp_2025,
author = {Ansvar Systems AB},
title = {Swedish Law MCP Server: Production-Grade Legal Research Tool},
year = {2025},
url = {https://github.com/Ansvar-Systems/swedish-law-mcp},
note = {Comprehensive Swedish legal database with 2,415 statutes and EU law cross-references}
}
Apache License 2.0. See LICENSE for details.
We build AI-accelerated compliance and legal research tools for the European market. This MCP server started as our internal reference tool for Swedish law -- turns out everyone building for the Swedish market has the same research frustrations.
So we're open-sourcing it. Navigating 2,415 statutes shouldn't require a law degree.
ansvar.eu -- Stockholm, Sweden
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Structured website and review evidence for AI-assisted local-business shortlisting.
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-10T01:03:39.584Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "swedish-law",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "sweden",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "legal",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "compliance",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "riksdagen",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "sfs",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ansvar",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:ai|supported|profile capability:claude|supported|profile capability:swedish-law|supported|profile capability:sweden|supported|profile capability:legal|supported|profile capability:compliance|supported|profile capability:riksdagen|supported|profile capability:sfs|supported|profile capability:ansvar|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Ansvar Systems",
"href": "https://github.com/Ansvar-Systems/swedish-law-mcp#readme",
"sourceUrl": "https://github.com/Ansvar-Systems/swedish-law-mcp#readme",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:14:58.615Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:14:58.615Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-ansvar-systems-swedish-law-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to @ansvar/swedish-law-mcp and adjacent AI workflows.