Crawler Summary

@ansvar/swedish-law-mcp answer-first brief

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

Agent DossierGitHubSafety: 89/100

@ansvar/swedish-law-mcp

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

MCPself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Ansvar Systems

Artifacts

0

Benchmarks

0

Last release

1.2.3

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

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.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Ansvar Systems

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

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 query

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

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

Full README

Swedish Law MCP Server

The Riksdagen alternative for the AI age.

npm version MCP Registry License GitHub stars CI Daily Data Check Database Provisions

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


Why This Exists

Swedish legal research is scattered across Riksdagen, SFS publications, lagen.nu, and EUR-Lex. Whether you're:

  • A lawyer validating citations in a brief or contract
  • A compliance officer checking if a statute is still in force
  • A legal tech developer building tools on Swedish law
  • A researcher tracing legislative history from proposition to statute

...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.


Quick Start

Use Remotely (No Install Needed)

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"
    }
  }
}

Use Locally (npm)

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"]
    }
  }
}

Example Queries

Once connected, just ask naturally:

  • "What does Dataskyddslagen 3 kap. 5 § say about consent?"
  • "Is PUL (1998:204) still in force?"
  • "Find provisions about personuppgifter in Swedish law"
  • "What EU directives does DSL implement?"
  • "Which Swedish laws implement the GDPR?"
  • "Get the preparatory works for Dataskyddslagen"
  • "Compare incident reporting requirements across NIS2 Swedish implementations"
  • "Validate the citation NJA 2020 s. 45"
  • "Find Labour Court cases about discrimination from 2020-2023"

What's Included

| 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.


See It In Action

Why This Works

Verbatim Source Text (No LLM Processing):

  • All statute text is ingested from Riksdagen/SFS official sources
  • Provisions are returned unchanged from SQLite FTS5 database rows
  • Zero LLM summarization or paraphrasing -- the database contains regulation text, not AI interpretations

Smart Context Management:

  • Search returns ranked provisions with BM25 scoring (safe for context)
  • Provision retrieval gives exact text by SFS number + chapter/section
  • Cross-references help navigate without loading everything at once

Technical Architecture:

Riksdagen API → Parse → SQLite → FTS5 snippet() → MCP response
                  ↑                      ↑
           Provision parser       Verbatim database query

Traditional Research vs. This MCP

| 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.


Available Tools (13)

Core Legal Research Tools (8)

| 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 |

EU Law Integration Tools (5)

| 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) |


EU Law Integration

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 |

Most Referenced EU Acts

  1. eIDAS Regulation (910/2014) - 20 references
  2. E-Signatures Directive (1999/93) - 15 references
  3. GDPR (2016/679) - 15 references
  4. Data Protection Directive (1995/46) - 14 references
  5. Market Surveillance Regulation (2019/1020) - 14 references

See EU_INTEGRATION_GUIDE.md for detailed documentation and EU_USAGE_EXAMPLES.md for practical examples.


Data Sources & Freshness

All content is sourced from authoritative Swedish legal databases:

Automated Freshness Checks (Daily)

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.


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 | | 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.


Important Disclaimers

Legal Advice

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

Client Confidentiality

Queries go through the Claude API. For privileged or confidential matters, use on-premise deployment. See PRIVACY.md for Advokatsamfundet compliance guidance.


Documentation


Development

Setup

git clone https://github.com/Ansvar-Systems/swedish-law-mcp
cd swedish-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 -- <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

Performance

  • Search Speed: <100ms for most FTS5 queries
  • Database Size: ~125 MB (efficient, portable)
  • Reliability: 100% ingestion success rate

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/swedish-law-mcp (This Project)

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

@ansvar/us-regulations-mcp

Query US federal and state compliance laws -- HIPAA, CCPA, SOX, GLBA, FERPA, and more. npm install @ansvar/us-regulations-mcp

@ansvar/ot-security-mcp

Query IEC 62443, NIST 800-82/53, and MITRE ATT&CK for ICS -- Specialized for OT/ICS environments. npx @ansvar/ot-security-mcp

@ansvar/automotive-cybersecurity-mcp

Query UNECE R155/R156 and ISO 21434 -- Automotive cybersecurity compliance. npx @ansvar/automotive-cybersecurity-mcp

@ansvar/sanctions-mcp

Offline-capable sanctions screening -- OFAC, EU, UN sanctions lists. pip install ansvar-sanctions-mcp


Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

Priority areas:

  • Court case law expansion (currently limited coverage)
  • EU Regulations MCP integration (full EU law text, CJEU case law)
  • Historical statute versions and amendment tracking
  • Lower court decisions (Tingsrätt, Hovrätt)

Roadmap

  • [x] Statute expansion -- 785% growth from 81 to 717 statutes (v1.1.0)
  • [x] EU law integration -- 668 cross-references to 228 EU directives/regulations (v1.1.0)
  • [ ] Court case law expansion (scraper updated, re-ingestion needed for 12K-18K cases)
  • [ ] Full EU text integration (via @ansvar/eu-regulations-mcp)
  • [ ] Lower court coverage (Tingsrätt, Hovrätt archives)
  • [ ] Historical statute versions (amendment tracking)
  • [ ] English translations for key statutes
  • [ ] Web API for programmatic access

Citation

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}
}

License

Apache License 2.0. See LICENSE for details.

Data Licenses

  • Statutes & Propositions: Swedish Government (public domain)
  • Case Law: CC-BY Domstolsverket (via lagen.nu)
  • EU Metadata: EUR-Lex (EU public domain)

About Ansvar Systems

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


<p align="center"> <sub>Built with care in Stockholm, Sweden</sub> </p>

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
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"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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ShortlistLens

Structured website and review evidence for AI-assisted local-business shortlisting.

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Machine Appendix

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",
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  },
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    "label": "Protocol compatibility",
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    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:14:58.615Z",
    "isPublic": true
  },
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    "factKey": "handshake_status",
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    "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",
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    "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",
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  }
]

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