Crawler Summary

mcp-swagger-generator answer-first brief

TypeScript-based framework for generating MCP servers from Swagger/OpenAPI specifications MCP Swagger Generator A TypeScript-based framework for generating MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications. Transform your REST APIs into MCP tools that can be used with Claude Desktop and other MCP-compatible applications. ๐Ÿš€ What is MCP? The Model Context Protocol (MCP) is a standard for connecting AI assistants to external tools and data sources. This generator automatically creates Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

mcp-swagger-generator is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 80/100

mcp-swagger-generator

TypeScript-based framework for generating MCP servers from Swagger/OpenAPI specifications MCP Swagger Generator A TypeScript-based framework for generating MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications. Transform your REST APIs into MCP tools that can be used with Claude Desktop and other MCP-compatible applications. ๐Ÿš€ What is MCP? The Model Context Protocol (MCP) is a standard for connecting AI assistants to external tools and data sources. This generator automatically creates

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Sharafnu

Artifacts

0

Benchmarks

0

Last release

1.0.0

Executive Summary

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

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/sharafnu/mcp-swagger.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

Sharafnu

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key, oauth

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 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

bash

git clone <repository-url>
cd mcp-swagger-generator
npm install

bash

npm run build

bash

# From a URL
npm run cli -- generate \
  --input https://petstore.swagger.io/v2/swagger.json \
  --output ./generated-servers/petstore

# From a local file
npm run cli -- generate \
  --input ./my-api-spec.yaml \
  --output ./generated-servers/my-api \
  --base-url https://api.example.com

bash

cd generated-servers/petstore
npm install
npm run build
npm start

json

{
  "mcpServers": {
    "petstore": {
      "command": "node",
      "args": ["path/to/generated-servers/petstore/dist/index.js"],
      "env": {
        "CLIENT_ID": "your-client-id",
        "CLIENT_SECRET": "your-client-secret",
        "API_BASE_URL": "https://api.example.com"
      }
    }
  }
}

bash

npm run cli -- generate [options]

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

TypeScript-based framework for generating MCP servers from Swagger/OpenAPI specifications MCP Swagger Generator A TypeScript-based framework for generating MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications. Transform your REST APIs into MCP tools that can be used with Claude Desktop and other MCP-compatible applications. ๐Ÿš€ What is MCP? The Model Context Protocol (MCP) is a standard for connecting AI assistants to external tools and data sources. This generator automatically creates

Full README

MCP Swagger Generator

A TypeScript-based framework for generating MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications. Transform your REST APIs into MCP tools that can be used with Claude Desktop and other MCP-compatible applications.

๐Ÿš€ What is MCP?

The Model Context Protocol (MCP) is a standard for connecting AI assistants to external tools and data sources. This generator automatically creates MCP servers from your OpenAPI specifications, allowing AI assistants to interact with your APIs seamlessly.

โœจ Features

  • ๐Ÿ”„ OpenAPI/Swagger Parser: Supports OpenAPI 3.0+ specifications
  • ๐Ÿ› ๏ธ MCP Tool Generation: Converts API operations to MCP tools
  • ๐Ÿ“ Description Enhancement: AI-powered improvement of API descriptions
  • ๐ŸŽฏ Template-Based Generation: Uses Handlebars templates for customizable output
  • ๐Ÿ”ง CLI Interface: Command-line tool for easy usage
  • ๐Ÿ“ฆ Batch Processing: Handle multiple API specifications
  • ๐Ÿ” Authentication Support: Various auth methods (API Key, OAuth, Basic Auth)
  • ๐Ÿ—๏ธ Modular Architecture: Clean separation of concerns with individual tool files

๐Ÿ“‹ Prerequisites

  • Node.js 18.0.0 or higher
  • npm or yarn package manager
  • Basic understanding of OpenAPI/Swagger specifications

๐Ÿ”ง Installation

Clone and Setup

git clone <repository-url>
cd mcp-swagger-generator
npm install

Build the Project

npm run build

๐ŸŽฏ Quick Start

1. Generate MCP Server from OpenAPI Spec

# From a URL
npm run cli -- generate \
  --input https://petstore.swagger.io/v2/swagger.json \
  --output ./generated-servers/petstore

# From a local file
npm run cli -- generate \
  --input ./my-api-spec.yaml \
  --output ./generated-servers/my-api \
  --base-url https://api.example.com

2. Build and Test the Generated Server

cd generated-servers/petstore
npm install
npm run build
npm start

3. Connect to Claude Desktop

Add the generated server to your Claude Desktop configuration:

{
  "mcpServers": {
    "petstore": {
      "command": "node",
      "args": ["path/to/generated-servers/petstore/dist/index.js"],
      "env": {
        "CLIENT_ID": "your-client-id",
        "CLIENT_SECRET": "your-client-secret",
        "API_BASE_URL": "https://api.example.com"
      }
    }
  }
}

๐Ÿ“– Detailed Usage

CLI Commands

Generate Command

Generate an MCP server from a single OpenAPI specification:

npm run cli -- generate [options]

Options:

  • -i, --input <path> - Input OpenAPI specification file or URL (required)
  • -o, --output <path> - Output directory for generated server (required)
  • -n, --name <name> - Server name (optional)
  • -b, --base-url <url> - Override base URL for API calls (optional)
  • -e, --enhance - Enable description enhancement (optional)
  • -t, --template <path> - Custom template path (optional)

Examples:

# Basic generation
npm run cli -- generate \
  --input https://api.example.com/openapi.json \
  --output ./my-server

# With custom settings
npm run cli -- generate \
  --input ./api-spec.yaml \
  --output ./custom-server \
  --name "My Custom API" \
  --base-url https://staging.api.example.com \
  --enhance

Batch Command

Generate an MCP server from multiple OpenAPI specifications:

npm run cli -- batch [options]

Options:

  • -c, --config <path> - Configuration file with specification list (required)
  • -o, --output <path> - Output directory for generated server (required)
  • -n, --name <name> - Server name (optional)
  • -e, --enhance - Enable description enhancement (optional)
  • -t, --template <path> - Custom template path (optional)

Configuration file format:

{
  "specifications": [
    {
      "input": "https://api1.example.com/openapi.json",
      "baseUrl": "https://api1.example.com"
    },
    {
      "input": "./local-spec.yaml",
      "baseUrl": "https://api2.example.com"
    }
  ]
}

Validate Command

Validate an OpenAPI specification:

npm run cli -- validate --input <path>

Programmatic Usage

You can also use the generator programmatically:

import { generateServer, generateBatchServer } from 'mcp-swagger-generator';

// Generate single server
await generateServer(
  'https://petstore.swagger.io/v2/swagger.json',
  './output/petstore',
  {
    serverName: 'Petstore API',
    baseUrl: 'https://petstore.swagger.io',
    enhanceDescriptions: true
  }
);

// Generate batch server
await generateBatchServer(
  [
    'https://api1.example.com/openapi.json',
    'https://api2.example.com/openapi.json'
  ],
  './output/combined',
  {
    serverName: 'Combined API Server',
    enhanceDescriptions: true
  }
);

๐Ÿ—๏ธ Generated Server Structure

The generator creates a clean, modular server structure:

generated-server/
โ”œโ”€โ”€ src/
โ”‚   โ”œโ”€โ”€ index.ts              # Main server entry point
โ”‚   โ”œโ”€โ”€ tools/
โ”‚   โ”‚   โ”œโ”€โ”€ index.ts          # Tool registration
โ”‚   โ”‚   โ”œโ”€โ”€ getPetById.ts     # Individual tool files
โ”‚   โ”‚   โ””โ”€โ”€ createPet.ts      # Individual tool files
โ”‚   โ”œโ”€โ”€ types/
โ”‚   โ”‚   โ””โ”€โ”€ index.ts          # TypeScript type definitions
โ”‚   โ””โ”€โ”€ utils/
โ”‚       โ””โ”€โ”€ index.ts          # Utility functions (auth, etc.)
โ”œโ”€โ”€ package.json
โ”œโ”€โ”€ tsconfig.json
โ””โ”€โ”€ README.md                 # Generated server documentation

๐Ÿ” Authentication Setup

Environment Variables

Set up authentication for your generated server:

# OAuth2/API Key authentication
export CLIENT_ID="your-client-id"
export CLIENT_SECRET="your-client-secret"
export API_BASE_URL="https://api.example.com"
export AUTH_ENDPOINT="/v2/auth/login"

Claude Desktop Configuration

{
  "mcpServers": {
    "my-api": {
      "command": "node",
      "args": ["path/to/generated-server/dist/index.js"],
      "env": {
        "CLIENT_ID": "your-client-id",
        "CLIENT_SECRET": "your-client-secret",
        "API_BASE_URL": "https://api.example.com"
      }
    }
  }
}

๐Ÿงช Testing Your Generated Server

1. Build the Server

cd generated-servers/your-server
npm install
npm run build

2. Test with MCP Inspector

The MCP Inspector is a tool for testing MCP servers:

# Install MCP Inspector globally
npm install -g @modelcontextprotocol/inspector

# Test your server
mcp-inspector path/to/your-server/dist/index.js

3. Manual Testing

You can also test the server directly:

# Run the server
npm start

# The server will output connection information
# Use MCP client tools to connect and test

๐Ÿ”ง Development Commands

Generator Development

# Watch mode for development
npm run dev

# Build the generator
npm run build

# Run tests
npm run test

# Lint code
npm run lint

# Format code
npm run format

Generated Server Development

# In your generated server directory
npm run build        # Build the server
npm run dev          # Build in watch mode
npm start           # Run the server
npm run lint        # Lint the generated code
npm run clean       # Clean build artifacts

๐Ÿ“ Common Use Cases

1. REST API Integration

Transform any REST API into MCP tools:

npm run cli -- generate \
  --input https://jsonplaceholder.typicode.com/openapi.json \
  --output ./servers/jsonplaceholder

2. Internal API Documentation

Generate MCP servers for internal APIs:

npm run cli -- generate \
  --input ./internal-api-spec.yaml \
  --output ./servers/internal \
  --base-url https://internal-api.company.com

3. Multi-API Aggregation

Combine multiple APIs into a single MCP server:

npm run cli -- batch \
  --config ./multi-api-config.json \
  --output ./servers/combined

๐Ÿ” Troubleshooting

Common Issues

  1. Authentication Errors

    • Ensure CLIENT_ID and CLIENT_SECRET are set
    • Check if the API base URL is correct
    • Verify the authentication endpoint path
  2. Build Errors

    • Run npm install in the generated server directory
    • Ensure TypeScript is properly configured
    • Check for missing dependencies
  3. Connection Issues

    • Verify the server is built (npm run build)
    • Check Claude Desktop configuration
    • Ensure proper file paths in configuration

Debug Mode

Enable debug logging:

DEBUG=mcp-swagger-generator npm run cli -- generate --input <spec> --output <dir>

๐Ÿ“š Architecture Overview

Core Components

Template System

  • Handlebars Templates (templates/) - Code generation templates
  • Modular Output - Separate files for tools, types, and utilities
  • Customizable - Override templates for specific needs

๐Ÿค Contributing

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Make your changes
  4. Add tests for new functionality
  5. Run tests and linting (npm test && npm run lint)
  6. Commit your changes (git commit -m 'Add amazing feature')
  7. Push to the branch (git push origin feature/amazing-feature)
  8. Open a Pull Request

๐Ÿ“„ License

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

๐Ÿ™ Acknowledgments


Happy API integrating! ๐Ÿš€

For more examples and advanced usage, check out the examples directory.

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key, oauth

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/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

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": "ready",
  "authModes": [
    "mcp",
    "api_key",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/sharafnu/mcp-swagger#input",
  "outputSchemaRef": "https://github.com/sharafnu/mcp-swagger#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:45.739Z",
  "sourceUpdatedAt": "2026-02-24T19:46:45.739Z",
  "freshnessSeconds": 4441161
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T05:26:06.809Z"
    }
  },
  "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": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "swagger",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "openapi",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "typescript",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "server",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "generator",
      "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|supported|contract capability:mcp|supported|profile capability:swagger|supported|profile capability:openapi|supported|profile capability:typescript|supported|profile capability:server|supported|profile capability:generator|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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:45.739Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:45.739Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/sharafnu/mcp-swagger#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:45.739Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Sharafnu",
    "href": "https://github.com/sharafnu/mcp-swagger",
    "sourceUrl": "https://github.com/sharafnu/mcp-swagger",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sharafnu-mcp-swagger/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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]

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