gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
Ai Content Creator CanvasSpark AI An AI-powered creative studio for generating beautiful, illustrative artwork from text prompts. $1 CanvasSpark AI is a visually breathtaking web application that empowers users to transform their textual ideas into stunning, high-quality illustrations and concept art. Leveraging the power of serverless Cloudflare Workers and cutting-edge AI models, the platform provides a seamless and inspiring creativ 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
v1-canvas_spark_ai-3e8447be-0dfc-4ef6-89be-3ff3494f497a 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
Ai Content Creator CanvasSpark AI An AI-powered creative studio for generating beautiful, illustrative artwork from text prompts. $1 CanvasSpark AI is a visually breathtaking web application that empowers users to transform their textual ideas into stunning, high-quality illustrations and concept art. Leveraging the power of serverless Cloudflare Workers and cutting-edge AI models, the platform provides a seamless and inspiring creativ
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Aidoesitall
Artifacts
0
Benchmarks
0
Last release
0.0.0
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/AidoesitAll/generated-app-20250924-213021.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Aidoesitall
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
git clone https://github.com/your-username/canvas_spark_ai.git
cd canvas_spark_aibash
bun install
ini
# .dev.vars
CF_AI_BASE_URL="https://gateway.ai.cloudflare.com/v1/YOUR_ACCOUNT_ID/YOUR_GATEWAY_NAME/openai"
CF_AI_API_KEY="YOUR_CLOUDFLARE_API_KEY"bash
bun run dev
bash
bunx wrangler login
bash
bun run build
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Ai Content Creator CanvasSpark AI An AI-powered creative studio for generating beautiful, illustrative artwork from text prompts. $1 CanvasSpark AI is a visually breathtaking web application that empowers users to transform their textual ideas into stunning, high-quality illustrations and concept art. Leveraging the power of serverless Cloudflare Workers and cutting-edge AI models, the platform provides a seamless and inspiring creativ
An AI-powered creative studio for generating beautiful, illustrative artwork from text prompts.
CanvasSpark AI is a visually breathtaking web application that empowers users to transform their textual ideas into stunning, high-quality illustrations and concept art. Leveraging the power of serverless Cloudflare Workers and cutting-edge AI models, the platform provides a seamless and inspiring creative experience. The user interface is a masterpiece of form and function, featuring a clean, spacious layout, a sophisticated color palette, and delightful micro-interactions that make the creative process a joy.
Follow these instructions to get a local copy up and running for development and testing purposes.
Clone the repository:
git clone https://github.com/your-username/canvas_spark_ai.git
cd canvas_spark_ai
Install dependencies:
bun install
Set up environment variables:
Create a .dev.vars file in the root of the project for local development. You will need to get your Account ID and create an AI Gateway from your Cloudflare dashboard.
# .dev.vars
CF_AI_BASE_URL="https://gateway.ai.cloudflare.com/v1/YOUR_ACCOUNT_ID/YOUR_GATEWAY_NAME/openai"
CF_AI_API_KEY="YOUR_CLOUDFLARE_API_KEY"
Run the development server:
This command will start the Vite frontend and the Wrangler development server for the backend worker.
bun run dev
The application will be available at http://localhost:3000.
The application is designed to be intuitive and straightforward:
The project is structured into two main parts: the frontend application and the backend worker.
src/: Contains all the React frontend code.
src/pages/: Main application views (e.g., HomePage.tsx for the Generator).src/components/: Reusable React components (e.g., Header.tsx, GalleryView.tsx).src/store/: Zustand stores for state management.src/lib/: Utility functions and services.worker/: Contains the Cloudflare Worker backend code.
worker/index.ts: The entry point for the Hono server.worker/userRoutes.ts: Defines the API routes for the application.tailwind.config.js: Configuration file for Tailwind CSS, including the custom color palette and fonts.This project is designed for easy deployment to Cloudflare Pages.
You can deploy this application to your own Cloudflare account with a single click.
Login to Wrangler:
bunx wrangler login
Build the project:
bun run build
Deploy the application:
bun run deploy
Wrangler will build and deploy your application to Cloudflare Pages and set up the associated worker and Durable Object bindings.
Configure Secrets:
After deployment, you must add your Cloudflare API key as a secret for the production environment.
bunx wrangler secret put CF_AI_API_KEY
Follow the prompts to securely add your secret. Your CF_AI_BASE_URL from wrangler.jsonc will be used automatically.
This project is licensed under the MIT License. See the LICENSE file for details.
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
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/AidoesitAll/generated-app-20250924-213021#input",
"outputSchemaRef": "https://github.com/AidoesitAll/generated-app-20250924-213021#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:44.548Z",
"sourceUpdatedAt": "2026-02-24T19:46:44.548Z",
"freshnessSeconds": 19550504
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T02:28:28.905Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:MCP|supported|contract"
}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://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:44.548Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:44.548Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/AidoesitAll/generated-app-20250924-213021#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:44.548Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Aidoesitall",
"href": "https://github.com/AidoesitAll/generated-app-20250924-213021",
"sourceUrl": "https://github.com/AidoesitAll/generated-app-20250924-213021",
"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://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-aidoesitall-generated-app-20250924-213021/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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