GITLAB_AI_CATALOGgitlab-mcp
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
MCP
Crawler Summary
chatgpt-app answer-first brief
MCP Server for anonymous liability insurance quotes via ChatGPT and Claude Desktop ChatGPT App - Liability Insurance MCP Server A Model Context Protocol (MCP) server that provides anonymous liability insurance quotes for Germany via ChatGPT and Claude Desktop. Built with TypeScript and the @modelcontextprotocol/sdk. Features - **Anonymous Quote Calculation**: Get liability insurance quotes without authentication - **Multiple Coverage Levels**: Basic (€5M), Comfort (€10M), Premium (€20M) - **Flexibl 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
chatgpt-app 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
Agent DossierGitHubSafety: 100/100
chatgpt-app
MCP Server for anonymous liability insurance quotes via ChatGPT and Claude Desktop ChatGPT App - Liability Insurance MCP Server A Model Context Protocol (MCP) server that provides anonymous liability insurance quotes for Germany via ChatGPT and Claude Desktop. Built with TypeScript and the @modelcontextprotocol/sdk. Features - **Anonymous Quote Calculation**: Get liability insurance quotes without authentication - **Multiple Coverage Levels**: Basic (€5M), Comfort (€10M), Premium (€20M) - **Flexibl
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
Nxt Insurance
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.
Summary
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/nxt-insurance/chatgpt-app.git- 1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
- 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.
Vendor (1)
Vendor
Nxt Insurance
profilemedium
Compatibility (2)
Protocol compatibility
MCP
contracthigh
Auth modes
mcp, api_key
contracthigh
Artifact (1)
Machine-readable schemas
OpenAPI or schema references published
contracthigh
Security (1)
Handshake status
UNKNOWN
trustmedium
Integration (1)
Crawlable docs
6 indexed pages on the official domain
search_documentmedium
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Executable Examples
bash
# Clone the repository git clone https://github.com/nxt-insurance/chatgpt-app.git cd chatgpt-app # Install dependencies npm install # Build the project npm run build
bash
# Start the server npm start # Or run in development mode npm run dev
json
{
"zipCode": "10115",
"tariffLine": "comfort",
"familyCoverage": true,
"dronesCoverage": false,
"deductibleAmount": 150,
"previousInsurance": false,
"numberOfClaims": 0,
"cancelledByInsurer": false,
"effectiveDate": "2025-01-01"
}json
{
"success": true,
"quote": {
"quoteId": "quote_1734539123456_abc123",
"monthlyPremium": 13.49,
"annualPremium": 161.88,
"currency": "EUR",
"coverageSum": 10000000,
"deductible": 150,
"territory": "Worldwide",
"includedRisks": ["personal_injury", "property_damage", "financial_loss"],
"extensions": ["family_coverage"],
"validUntil": "2025-01-18T12:34:56.789Z",
"tariffLine": "comfort",
"familyCoverage": true
},
"summary": "Liability Insurance Quote: €13.49/month (€161.88/year). Coverage: €10,000,000 comfort. Deductible: €150. Includes family coverage. Territory: Worldwide. Valid until: 1/18/2025."
}json
{
"name": "Getsafe Liability Insurance",
"mcp_servers": {
"chatgpt-app": {
"command": "node",
"args": ["/path/to/chatgpt-app/dist/index.js"]
}
}
}json
{
"mcpServers": {
"chatgpt-app": {
"command": "node",
"args": ["/path/to/chatgpt-app/dist/index.js"]
}
}
}Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP Server for anonymous liability insurance quotes via ChatGPT and Claude Desktop ChatGPT App - Liability Insurance MCP Server A Model Context Protocol (MCP) server that provides anonymous liability insurance quotes for Germany via ChatGPT and Claude Desktop. Built with TypeScript and the @modelcontextprotocol/sdk. Features - **Anonymous Quote Calculation**: Get liability insurance quotes without authentication - **Multiple Coverage Levels**: Basic (€5M), Comfort (€10M), Premium (€20M) - **Flexibl
Full README
ChatGPT App - Liability Insurance MCP Server
A Model Context Protocol (MCP) server that provides anonymous liability insurance quotes for Germany via ChatGPT and Claude Desktop. Built with TypeScript and the @modelcontextprotocol/sdk.
Features
- Anonymous Quote Calculation: Get liability insurance quotes without authentication
- Multiple Coverage Levels: Basic (€5M), Comfort (€10M), Premium (€20M)
- Flexible Options: Family coverage, drone liability, configurable deductibles
- Risk-Based Pricing: Considers claims history and previous cancellations
- AI-Optimized: Structured responses designed for AI consumption
Installation
Prerequisites
- Node.js >= 18.0.0
- npm or yarn
Setup
# Clone the repository
git clone https://github.com/nxt-insurance/chatgpt-app.git
cd chatgpt-app
# Install dependencies
npm install
# Build the project
npm run build
Usage
Running the MCP Server
# Start the server
npm start
# Or run in development mode
npm run dev
Available Tool
get_liability_quote
Calculate anonymous liability insurance quote for Germany.
Input Parameters:
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| zipCode | string | Yes | 5-digit German postal code |
| tariffLine | enum | Yes | Coverage level: basic, comfort, or premium |
| familyCoverage | boolean | No | Include family members (default: false) |
| dronesCoverage | boolean | No | Include drone liability (default: false) |
| deductibleAmount | enum | No | Deductible: 0, 150, 300, or 500 EUR (default: 0) |
| previousInsurance | boolean | No | Had previous liability insurance (default: false) |
| numberOfClaims | number | No | Claims in last 5 years (default: 0, max: 10) |
| cancelledByInsurer | boolean | No | Previously cancelled by insurer (default: false) |
| effectiveDate | string | Yes | Policy start date (YYYY-MM-DD) |
| coverageAmount | number | No | Custom coverage (€5M-€20M) |
Example Request:
{
"zipCode": "10115",
"tariffLine": "comfort",
"familyCoverage": true,
"dronesCoverage": false,
"deductibleAmount": 150,
"previousInsurance": false,
"numberOfClaims": 0,
"cancelledByInsurer": false,
"effectiveDate": "2025-01-01"
}
Example Response:
{
"success": true,
"quote": {
"quoteId": "quote_1734539123456_abc123",
"monthlyPremium": 13.49,
"annualPremium": 161.88,
"currency": "EUR",
"coverageSum": 10000000,
"deductible": 150,
"territory": "Worldwide",
"includedRisks": ["personal_injury", "property_damage", "financial_loss"],
"extensions": ["family_coverage"],
"validUntil": "2025-01-18T12:34:56.789Z",
"tariffLine": "comfort",
"familyCoverage": true
},
"summary": "Liability Insurance Quote: €13.49/month (€161.88/year). Coverage: €10,000,000 comfort. Deductible: €150. Includes family coverage. Territory: Worldwide. Valid until: 1/18/2025."
}
Configuration for AI Assistants
ChatGPT
Add to your ChatGPT GPT configuration:
{
"name": "Getsafe Liability Insurance",
"mcp_servers": {
"chatgpt-app": {
"command": "node",
"args": ["/path/to/chatgpt-app/dist/index.js"]
}
}
}
Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": {
"chatgpt-app": {
"command": "node",
"args": ["/path/to/chatgpt-app/dist/index.js"]
}
}
}
Development
Project Structure
chatgpt-app/
├── src/
│ ├── clients/ # Business logic clients
│ │ └── liability-client.ts
│ ├── server/ # MCP server implementation
│ │ └── mcp-server.ts
│ ├── tools/ # MCP tools
│ │ ├── liability-quote-tool.ts
│ │ └── index.ts
│ ├── types/ # TypeScript types
│ │ └── index.ts
│ └── index.ts # Entry point
├── tests/ # Unit tests
│ ├── liability-client.test.ts
│ └── liability-quote-tool.test.ts
├── package.json
├── tsconfig.json
└── jest.config.js
Scripts
# Build TypeScript
npm run build
# Run tests
npm test
# Run tests with coverage
npm run test:coverage
# Lint code
npm run lint
# Fix linting issues
npm run lint:fix
Running Tests
# Run all tests
npm test
# Run with coverage report
npm run test:coverage
# Run specific test file
npm test -- tests/liability-client.test.ts
Quote Calculation Logic
Base Premiums (Monthly)
- Basic: €5.99 (€5M coverage)
- Comfort: €9.99 (€10M coverage)
- Premium: €14.99 (€20M coverage)
Pricing Factors
| Factor | Impact | |--------|--------| | Family Coverage | +50% | | Drones Coverage | +€2.50/month | | Deductible €150 | -10% | | Deductible €300 | -15% | | Deductible €500 | -20% | | Each Claim | +15% per claim | | Cancelled by Insurer | +30% |
Example Calculation
Inputs:
- Tariff: Comfort (€9.99)
- Family Coverage: Yes
- Deductible: €150
- Claims: 1
Calculation:
- Base: €9.99
- Family: €9.99 × 1.5 = €14.99
- Deductible: €14.99 × 0.9 = €13.49
- Claims: €13.49 × 1.15 = €15.51
Result: €15.51/month (€186.12/year)
Testing
The project includes comprehensive unit tests with 80%+ code coverage requirement:
- Liability Client Tests: Validation, quote calculation, premium calculations
- Tool Tests: Input validation, error handling, response formatting
API Reference
LiabilityClient
class LiabilityClient {
validateInput(params: LiabilityConfiguration): { valid: boolean; errors?: string[] }
async calculateQuote(params: LiabilityConfiguration): Promise<LiabilityQuote>
formatQuoteSummary(quote: LiabilityQuote): string
}
Types
interface LiabilityConfiguration {
zipCode: string;
tariffLine: 'basic' | 'comfort' | 'premium';
familyCoverage: boolean;
dronesCoverage: boolean;
deductibleAmount: 0 | 150 | 300 | 500;
previousInsurance: boolean;
numberOfClaims: number;
cancelledByInsurer: boolean;
effectiveDate: string;
coverageAmount?: number;
}
interface LiabilityQuote {
quoteId: string;
monthlyPremium: number;
annualPremium: number;
currency: string;
coverageSum: number;
deductible: number;
territory: string;
includedRisks: string[];
extensions: string[];
validUntil: string;
tariffLine: string;
familyCoverage: boolean;
}
Error Handling
The server handles errors gracefully:
- Validation Errors: Returns detailed error messages for invalid inputs
- Calculation Errors: Catches and reports calculation failures
- Unknown Errors: Returns generic error message for unexpected issues
All errors include a success: false flag and descriptive error messages.
Logging
The server uses Winston for structured logging:
- Info: Tool execution, quote calculations
- Error: Validation failures, calculation errors
Configure log level via LOG_LEVEL environment variable (default: info).
License
MIT
Related Projects
- hybrid-agent: Reference implementation for MCP patterns and data fields (staging prototype)
Contributing
This is an internal Getsafe project. For questions or contributions, contact the engineering team.
Jira
Epic: CHATGPT-1 - ChatGPT App - Anonymous Liability Insurance Quotes MVP
Contract & API
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
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-nxt-insurance-chatgpt-app/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/trust"
Reliability & Benchmarks
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
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.
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.
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"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/nxt-insurance/chatgpt-app#input",
"outputSchemaRef": "https://github.com/nxt-insurance/chatgpt-app#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:53.686Z",
"sourceUpdatedAt": "2026-02-24T19:44:53.686Z",
"freshnessSeconds": 4443604
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T06:04:58.475Z"
}
},
"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": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "insurance",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "liability",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "quotes",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "chatgpt",
"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"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:insurance|supported|profile capability:liability|supported|profile capability:quotes|supported|profile capability:chatgpt|supported|profile capability:claude|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-nxt-insurance-chatgpt-app/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:53.686Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:53.686Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/nxt-insurance/chatgpt-app#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:53.686Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Nxt Insurance",
"href": "https://github.com/nxt-insurance/chatgpt-app",
"sourceUrl": "https://github.com/nxt-insurance/chatgpt-app",
"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-nxt-insurance-chatgpt-app/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-nxt-insurance-chatgpt-app/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
}
]