activepieces
AI Agents & MCPs & AI Workflow Automation β’ (~400 MCP servers for AI agents) β’ AI Automation / AI Agent with MCPs β’ AI Workflows & AI Agents β’ MCPs for AI Agents
Crawler Summary
An autonomous multi-agent AI system built with CrewAI. Automate UI/UX design, branding, and copywriting through a 5-agent creative agency crew, orchestrated directly via Telegram. <div align="center"> <img src="References/Moxielabs.png" alt="Logo Moxielabs" width="200" /> Moxie Labs **AI Agent for Creative Agency** </div> βΉοΈ **Note:** This is **Version 1.0.0**. While fully functional, it is still in its early stages. Expect rapid updates, potential bugs, and breaking changes as we refine the architecture. --- π Overview Moxie Labs is an autonomous, multi-agent system designed to function as a Capability contract not published. No trust telemetry is available yet. 6 GitHub stars reported by the source. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
Moxielabs is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
An autonomous multi-agent AI system built with CrewAI. Automate UI/UX design, branding, and copywriting through a 5-agent creative agency crew, orchestrated directly via Telegram. <div align="center"> <img src="References/Moxielabs.png" alt="Logo Moxielabs" width="200" /> Moxie Labs **AI Agent for Creative Agency** </div> βΉοΈ **Note:** This is **Version 1.0.0**. While fully functional, it is still in its early stages. Expect rapid updates, potential bugs, and breaking changes as we refine the architecture. --- π Overview Moxie Labs is an autonomous, multi-agent system designed to function as a
Public facts
5
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. 6 GitHub stars reported by the source. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Vetrns
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 6 GitHub stars reported by the source. Last updated 10/9/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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
Vetrns
Protocol compatibility
OpenClaw
Adoption signal
6 GitHub stars
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
python
mermaid
graph TD
User[π€ User via Telegram] -->|Brief / Prompt| Director[π€ Creative Director]
Director -->|Delegates Tasks| Researcher[π Trend Researcher]
Researcher -->|Trends & Moodboards| ArtDirector[π¨ Art Director]
Researcher -->|Context & Tone| Copywriter[βοΈ Copywriter]
ArtDirector -->|Visual Specs| QA[π QA & Critique]
Copywriter -->|Copy Drafts| QA
QA -->|Approved Assets| Director
Director -->|Final Report + Code + Handoff| Userbash
git clone https://github.com/Maventlabs/Moxielabs.git cd Moxielabs
bash
cp .env.example .env
env
TELEGRAM_BOT_TOKEN=your_telegram_bot_token TELEGRAM_ALLOWED_USER_ID=your_telegram_user_id ROUTER_BASE_URL=http://host.docker.internal:20128/v1 ROUTER_API_KEY=your_api_key MODEL_NAME=your_model_name EMBEDDING_MODEL_NAME=your_embedding_model_name
powershell
docker build -t moxie-labs .
docker run -d `
--name moxie-labs `
--restart unless-stopped `
-v ${PWD}:/app `
-p 18791:18791 `
moxie-labsbash
git checkout -b feature/AmazingFeature
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
An autonomous multi-agent AI system built with CrewAI. Automate UI/UX design, branding, and copywriting through a 5-agent creative agency crew, orchestrated directly via Telegram. <div align="center"> <img src="References/Moxielabs.png" alt="Logo Moxielabs" width="200" /> Moxie Labs **AI Agent for Creative Agency** </div> βΉοΈ **Note:** This is **Version 1.0.0**. While fully functional, it is still in its early stages. Expect rapid updates, potential bugs, and breaking changes as we refine the architecture. --- π Overview Moxie Labs is an autonomous, multi-agent system designed to function as a
AI Agent for Creative Agency
βΉοΈ Note: This is Version 1.0.0. While fully functional, it is still in its early stages. Expect rapid updates, potential bugs, and breaking changes as we refine the architecture.
Moxie Labs is an autonomous, multi-agent system designed to function as a full-fledged Creative Agency. Built on top of CrewAI and orchestrated via Telegram, it eliminates generic, templated outputs by simulating a real agency workflowβcomprising a Trend Researcher, Art Director, Copywriter, QA Specialist, and a Creative Director.
Instead of chatting with a single AI, you are directing a team. Send a brief, and Moxie Labs will research trends, draft visual specifications, write copy, audit for WCAG accessibility, and deliver a final package containing Markdown reports, YAML tokens, and raw HTML/React code.
graph TD
User[π€ User via Telegram] -->|Brief / Prompt| Director[π€ Creative Director]
Director -->|Delegates Tasks| Researcher[π Trend Researcher]
Researcher -->|Trends & Moodboards| ArtDirector[π¨ Art Director]
Researcher -->|Context & Tone| Copywriter[βοΈ Copywriter]
ArtDirector -->|Visual Specs| QA[π QA & Critique]
Copywriter -->|Copy Drafts| QA
QA -->|Approved Assets| Director
Director -->|Final Report + Code + Handoff| User
Trigger full agency workflows:
/create/ui/ux/brand/design_system/auditThe system parses its own output to deliver a clean .zip archive containing:
Agency_Report.md β Creative rationaleProject_Data.yaml β Design tokens, fonts, colorsComponent.jsx or Mockup.html β Raw frontend codeEngineering_Handoff.md β Technical brief for developersSend a screenshot, and the system will critique alignment, contrast, and visual hierarchy.
Send a screenshot with the caption /code to automatically generate HTML/Tailwind or React/JSX code matching the design.
Fast, single-LLM responses for rapid prototyping.
Examples:
/palette/fonts/abtest/rewrite/componentRead and analyze local reference images to extract visual vibes, palettes, and layouts.
Schedule daily automated creative tasks directly from Telegram.
Automatically formats AI Markdown responses into clean Telegram HTML, with smart chunking to prevent message cutoffs.
| Component | Technology | |-----------|------------| | Agent Framework | CrewAI | | Interface | python-telegram-bot | | LLM Routing | OpenAI-compatible API | | Scheduling | APScheduler | | Containerization | Docker (using uv for lightning-fast dependency installation) |
git clone https://github.com/Maventlabs/Moxielabs.git
cd Moxielabs
Copy the example environment file:
cp .env.example .env
Edit .env:
TELEGRAM_BOT_TOKEN=your_telegram_bot_token
TELEGRAM_ALLOWED_USER_ID=your_telegram_user_id
ROUTER_BASE_URL=http://host.docker.internal:20128/v1
ROUTER_API_KEY=your_api_key
MODEL_NAME=your_model_name
EMBEDDING_MODEL_NAME=your_embedding_model_name
Example:
MODEL_NAME=gpt-4oEMBEDDING_MODEL_NAME=text-embedding-3-smallEdit:
agents_config.yaml to define your sub-agents' roles.SOUL.md to define the Creative Director's personality and communication style.docker build -t moxie-labs .
docker run -d `
--name moxie-labs `
--restart unless-stopped `
-v ${PWD}:/app `
-p 18791:18791 `
moxie-labs
Moxie Labs supports external skills to enhance the Creative Director's knowledge base.
You can install these skills locally and load them in Telegram using @skill_name.
Here are some highly recommended skills from the community (compatible with the skills.sh ecosystem):
| Category | Command |
|----------|---------|
| Design Taste | npx skills add Leonxlnx/taste-skill |
| UI/UX Patterns | npx skills add shadcn/ui-component-creator |
| Frontend Development | npx skills add vercel/nextjs-developer |
| Styling | npx skills add tailwindlabs/tailwind-designer |
| Accessibility | npx skills add dequelabs/axe-accessibility |
Place the downloaded .md skill files in your mounted skills directory.
Type /skills in Telegram to verify they are loaded.
| Command | Description |
|---------|-------------|
| /start | Wake the system and view the main menu. |
| /create [brief] | Start a full agency production. Output: .zip archive. |
| /ui [brief] | Production focused on Visual UI & Components. |
| /brand [brief] | Production focused on Brand Identity & Guidelines. |
| /palette [theme] | Generate 5 HEX color palettes with psychology. |
| /component [desc] | Generate HTML/Tailwind or React snippet. |
| /abtest [feature] | Generate A/B test copywriting variants. |
| /sched_add HH:MM [type] [brief] | Schedule a daily automated creative task. |
Contributions are what make the open-source community such an amazing place to learn, inspire, and create.
Any contributions you make are greatly appreciated.
git checkout -b feature/AmazingFeature
git commit -m "Add some AmazingFeature"
git push origin feature/AmazingFeature
Please read the CONTRIBUTING.md file (coming soon) for more details on our code of conduct and development guidelines.
Distributed under the MIT License.
See LICENSE for more information.
<sub>Built by by <a href="https://github.com/Maventlabs">Mavent Labs</a></sub>
</div>Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/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
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
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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/crewai-vetrns-moxielabs/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-09T10:01:55.071Z"
}
},
"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": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Vetrns",
"href": "https://github.com/vetrns/Moxielabs",
"sourceUrl": "https://github.com/vetrns/Moxielabs",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T03:24:46.677Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T03:24:46.677Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "6 GitHub stars",
"href": "https://github.com/vetrns/Moxielabs",
"sourceUrl": "https://github.com/vetrns/Moxielabs",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T03:24:46.677Z",
"isPublic": true
},
{
"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": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-vetrns-moxielabs/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub Β· 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
Ads related to Moxielabs and adjacent AI workflows.