Crawler Summary

@tomaspavlin/rohlik-mcp answer-first brief

MCP server for controlling Rohlik.cz grocery shopping website <img src="https://www.rohlik.cz/favicon/cz/favicon.ico" alt="Rohlik" width="30" height="30"> Rohlik MCP Server **Enhance your favourite LLM with capabilities to buy groceries.** [!WARNING] This MCP server is made for study purposes with use of reverse engineered Rohlik API. It is for personal use only. This is a Model Context Protocol (MCP) server that enables AI assistants to interact with the Rohlik Group's online Capability contract not published. No trust telemetry is available yet. 82 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

@tomaspavlin/rohlik-mcp is best for mcp, rohlik, grocery 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

Claim this agent
Agent DossierGitHubSafety: 100/100

@tomaspavlin/rohlik-mcp

MCP server for controlling Rohlik.cz grocery shopping website <img src="https://www.rohlik.cz/favicon/cz/favicon.ico" alt="Rohlik" width="30" height="30"> Rohlik MCP Server **Enhance your favourite LLM with capabilities to buy groceries.** [!WARNING] This MCP server is made for study purposes with use of reverse engineered Rohlik API. It is for personal use only. This is a Model Context Protocol (MCP) server that enables AI assistants to interact with the Rohlik Group's online

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals82 GitHub stars

Capability contract not published. No trust telemetry is available yet. 82 GitHub stars reported by the source. Last updated 2/25/2026.

82 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Tomaspavlin

Artifacts

0

Benchmarks

0

Last release

3.0.0

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. 82 GitHub stars reported by the source. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/tomaspavlin/rohlik-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

Tomaspavlin

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

Protocol compatibility

MCP

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

Adoption signal

82 GitHub stars

profilemedium
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": {
    "rohlik": {
      "command": "npx",
      "args": ["-y", "@tomaspavlin/rohlik-mcp"],
      "env": {
        "ROHLIK_USERNAME": "your-email@example.com",
        "ROHLIK_PASSWORD": "your-password",
        "ROHLIK_BASE_URL": "https://www.rohlik.cz"
      }
    }
  }
}

bash

npm install
npm run build

bash

# Run all tests
npm test

# Run tests in watch mode (development)
npm run test:watch

# Generate coverage report
npm run test:coverage

json

{
  "mcpServers": {
    "rohlik-local": {
      "command": "node",
      "args": ["/path/to/rohlik-mcp/dist/index.js"],
      "env": {
        "ROHLIK_USERNAME": "your-email@example.com",
        "ROHLIK_PASSWORD": "your-password",
        "ROHLIK_BASE_URL": "https://www.rohlik.cz"
      }
    }
  }
}

json

{
  "mcpServers": {
    "rohlik-local": {
      "command": "node",
      "args": ["/path/to/rohlik-mcp/dist/index.js"],
      "env": {
        "ROHLIK_USERNAME": "your-email@example.com",
        "ROHLIK_PASSWORD": "your-password",
        "ROHLIK_BASE_URL": "https://www.rohlik.cz",
        "ROHLIK_DEBUG": "true"
      }
    }
  }
}

bash

npm run inspect

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

MCP server for controlling Rohlik.cz grocery shopping website <img src="https://www.rohlik.cz/favicon/cz/favicon.ico" alt="Rohlik" width="30" height="30"> Rohlik MCP Server **Enhance your favourite LLM with capabilities to buy groceries.** [!WARNING] This MCP server is made for study purposes with use of reverse engineered Rohlik API. It is for personal use only. This is a Model Context Protocol (MCP) server that enables AI assistants to interact with the Rohlik Group's online

Full README

<img src="https://www.rohlik.cz/favicon/cz/favicon.ico" alt="Rohlik" width="30" height="30"> Rohlik MCP Server

Enhance your favourite LLM with capabilities to buy groceries.

[!WARNING] This MCP server is made for study purposes with use of reverse engineered Rohlik API. It is for personal use only.

This is a Model Context Protocol (MCP) server that enables AI assistants to interact with the Rohlik Group's online grocery delivery services across multiple countries. This server provides tools for searching products, managing shopping carts, and accessing account info.

Supported Services:

Example LLM prompts that work very well with the Rohlik MCP:

๐Ÿ›’ Regular Shopping:

  • Add ingredients for apple pie to the cart. Only gluten-free and budget-friendly.
  • Or actually, instead of apple pie I want to make pumpkin pie. Change the ingredients.
  • What are the items in my cart?
  • Add the items in the attached shopping list photo to the cart.
  • Add the bread I marked as favorite in Rohlik to my cart.

๐Ÿค– Smart Shopping:

  • "Add breakfast items I typically order"
  • "Show me lunch suggestions for this week"
  • "What do I usually buy for dinner?"
  • "I need snacks - suggest what I normally order"
  • "Show my top 20 most purchased items"
  • "What can I do with Rohlik MCP?"

๐Ÿ“… Planning:

  • What are the cheapest delivery slots for tomorrow?
  • When is my next delivery?
  • Show my last 5 orders

๐Ÿ“š Documentation

New to Rohlik MCP? Check out our Complete Guide for Newcomers!

Usage

Claude Desktop Configuration

Add the MCP to Claude Desktop configuration:

  • On MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • On Windows: %APPDATA%/Claude/claude_desktop_config.json

Add the following configuration:

{
  "mcpServers": {
    "rohlik": {
      "command": "npx",
      "args": ["-y", "@tomaspavlin/rohlik-mcp"],
      "env": {
        "ROHLIK_USERNAME": "your-email@example.com",
        "ROHLIK_PASSWORD": "your-password",
        "ROHLIK_BASE_URL": "https://www.rohlik.cz"
      }
    }
  }
}

Supported Regions

The server supports multiple Rohlik regions by setting the ROHLIK_BASE_URL environment variable:

  • Czech Republic: https://www.rohlik.cz (default)
  • Germany: https://www.knuspr.de
  • Austria: https://www.gurkerl.at
  • Hungary: https://www.kifli.hu
  • Romania: https://www.sezamo.ro
  • Italy (planned): https://www.sezamo.it
  • Spain (planned): https://www.sezamo.es

If ROHLIK_BASE_URL is not specified, it defaults to the Czech version.

Tools

Core Shopping

  • search_products - Search for grocery products by name with filtering options
  • add_to_cart - Add multiple products to your shopping cart
  • get_cart_content - View current cart contents and totals
  • remove_from_cart - Remove items from your shopping cart
  • get_shopping_list - Retrieve shopping lists by ID

๐Ÿค– Smart Shopping

  • get_meal_suggestions - Get personalized suggestions for breakfast, lunch, dinner, snacks, baking, drinks, or healthy eating based on your order history
  • get_frequent_items - Analyze order history to find most frequently purchased items (overall + per category)
  • get_shopping_scenarios - Interactive guide showing what you can do with the MCP

Getting info

  • get_account_data - Get comprehensive account information including delivery details, orders, announcements, cart, and premium status
  • get_order_history - View your past delivered orders with details
  • get_order_detail - Get detailed information about a specific order including all products
  • get_upcoming_orders - See your scheduled upcoming orders
  • get_delivery_info - Get current delivery information and fees
  • get_delivery_slots - View available delivery time slots for your address
  • get_premium_info - Check your Rohlik Premium subscription status and benefits
  • get_announcements - View current announcements and notifications
  • get_reusable_bags_info - Track your reusable bags and environmental impact

Development

Installation

npm install
npm run build

Scripts

  • npm run build - Compile TypeScript to JavaScript
  • npm start - Launch the production server
  • npm run dev - Start development mode with watch
  • npm run inspect - Test with MCP Inspector
  • npm test - Run unit tests
  • npm run test:watch - Run tests in watch mode
  • npm run test:coverage - Generate test coverage report

Testing

Unit Tests

The project includes unit tests for smart shopping data transformation logic:

# Run all tests
npm test

# Run tests in watch mode (development)
npm run test:watch

# Generate coverage report
npm run test:coverage

What's tested:

  • Frequency analysis algorithms (get_frequent_items)
  • Meal suggestion filtering and ranking (get_meal_suggestions)
  • Price averaging and calculations
  • Category filtering and grouping
  • Edge cases (empty data, missing fields, etc.)

See tests/README.md for detailed testing documentation.

Testing with Claude Desktop

Add this to configuration:

{
  "mcpServers": {
    "rohlik-local": {
      "command": "node",
      "args": ["/path/to/rohlik-mcp/dist/index.js"],
      "env": {
        "ROHLIK_USERNAME": "your-email@example.com",
        "ROHLIK_PASSWORD": "your-password",
        "ROHLIK_BASE_URL": "https://www.rohlik.cz"
      }
    }
  }
}

Debug Mode

If you're experiencing authentication issues, enable debug mode to see detailed logs:

{
  "mcpServers": {
    "rohlik-local": {
      "command": "node",
      "args": ["/path/to/rohlik-mcp/dist/index.js"],
      "env": {
        "ROHLIK_USERNAME": "your-email@example.com",
        "ROHLIK_PASSWORD": "your-password",
        "ROHLIK_BASE_URL": "https://www.rohlik.cz",
        "ROHLIK_DEBUG": "true"
      }
    }
  }
}

Debug logs will appear in ~/Library/Logs/Claude/mcp-server-rohlik-local.log (macOS) or %APPDATA%/Claude/logs/mcp-server-rohlik-local.log (Windows).

Testing with MCP Inspector

You can test the MCP server using the official MCP Inspector (https://modelcontextprotocol.io/legacy/tools/inspector):

npm run inspect

In the Inspector, set the ROHLIK_USERNAME and ROHLIK_PASSWORD envs.

API Validation Tool

To validate that all Rohlik API endpoints are working correctly and diagnose authentication issues:

npm run validate-api

This will:

  • Test all 11 API endpoints used by the MCP server
  • Show detailed HTTP request/response logs in the console
  • Generate a JSON report: tests/validation-results.json
  • Generate a beautiful HTML report: tests/validation-report.html

The validator automatically loads credentials from your Claude Desktop config or environment variables. Open the HTML report in your browser for an easy-to-read summary of all tests.

Troubleshooting

Common Issues

Claude Desktop does not see the MCP server (on Windows)

For your config file, instead of %APPDATA%/Claude/claude_desktop_config.json use C:\Users\[YOUR WINDOWS USER]\AppData\Local\Packages\Claude_pzs8sxrjxfjjc\LocalCache\Roaming\Claude\claude_desktop_config.json

"Login failed" Error

Possible causes:

  1. Wrong username/password in configuration
  2. Rohlik API changed or is temporarily unavailable
  3. Network connectivity issues

Solutions:

  1. Verify credentials in your claude_desktop_config.json
  2. Enable debug mode: "ROHLIK_DEBUG": "true" in env section
  3. Check logs: ~/Library/Logs/Claude/mcp-server-rohlik*.log (macOS) or %APPDATA%\Claude\logs\mcp-server-rohlik*.log (Windows)
  4. Run API validator: npm run validate-api to test all endpoints

"No order history found"

Cause: Your account has no past orders, or orders are not accessible

Solution: Ensure you have at least one completed order on Rohlik before using smart shopping features (get_meal_suggestions, get_frequent_items)

Slow response times

Causes:

  • Analyzing too many orders (smart shopping features)
  • Network latency to Rohlik servers
  • API rate limiting

Solutions:

  • For smart shopping: reduce number of orders analyzed (try 10 instead of default 20)
  • Use fewer requests or add delays between bulk operations
  • Check your network connection

Products not found or search returns no results

Causes:

  • Product out of stock or discontinued
  • Product ID changed in Rohlik system
  • Spelling mistake in search query

Solutions:

  • Search by partial name instead of full product name
  • Try alternative spellings or broader search terms
  • Verify product exists on Rohlik website directly

Server fails with spawn npx ENOENT

Under Claude Desktop, fails with:

spawn npx ENOENT
Server disconnected. Transport closed unexpectedly.

Solutions:

  • Change config to use absolute path to npx as /Users/adam/.local/share/mise/installs/node/22.14.0/bin/npx)
  • See more info: https://github.com/tomaspavlin/rohlik-mcp/issues/6

Enabling Debug Mode

Add ROHLIK_DEBUG to your configuration to see detailed logs:

{
  "mcpServers": {
    "rohlik-local": {
      "command": "node",
      "args": ["/path/to/rohlik-mcp/dist/index.js"],
      "env": {
        "ROHLIK_USERNAME": "your-email@example.com",
        "ROHLIK_PASSWORD": "your-password",
        "ROHLIK_BASE_URL": "https://www.rohlik.cz",
        "ROHLIK_DEBUG": "true"
      }
    }
  }
}

View logs:

# macOS
tail -f ~/Library/Logs/Claude/mcp-server-rohlik-local.log

# Windows
type %APPDATA%\Claude\logs\mcp-server-rohlik-local.log

Using the API Validation Tool

If you encounter authentication or API issues, run the validator:

npm run validate-api

This will:

  • Test all 11 API endpoints used by the MCP
  • Show detailed HTTP request/response information
  • Generate validation-results.json with test results
  • Create validation-report.html for easy viewing in browser
  • Help identify which specific endpoints are failing

Publishing as NPM package

  1. Update version in package.json
  2. npm publish

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgements

  • https://github.com/dvejsada/HA-RohlikCZ for reverse engineering the Rohlik.cz API

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://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-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.

Related Agents

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

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
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://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-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": "2026-04-17T02:23:11.848Z"
    }
  },
  "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": "rohlik",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "grocery",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "shopping",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "api",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:rohlik|supported|profile capability:grocery|supported|profile capability:shopping|supported|profile capability:api|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": "Tomaspavlin",
    "href": "https://github.com/tomaspavlin/rohlik-mcp#readme",
    "sourceUrl": "https://github.com/tomaspavlin/rohlik-mcp#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:17:23.146Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:17:23.146Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "82 GitHub stars",
    "href": "https://github.com/tomaspavlin/rohlik-mcp",
    "sourceUrl": "https://github.com/tomaspavlin/rohlik-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:17:23.146Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-tomaspavlin-rohlik-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท 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
  }
]

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