Install
$ agentstack add mcp-ramsesaguirre777-facebook-ads-library-mcp โ scanned ยท โ verified, works with Claude Code, Cursor, and more.
Security review
โ PassedNo issues found. Passed automated security review. ยท v0.1.0 How review works โ
- โ Prompt-injection patterns
- โ Secret / credential exfiltration
- โ Dangerous shell & filesystem operations
- โ Untrusted network calls
- โ Known-malicious package signatures
What it can access
- โ Network access No
- โ Filesystem access No
- โ Shell / process execution No
- โ Environment & secrets Used
- โ Dynamic code execution No
From automated source analysis of v0.1.0. โUsedโ means the capability is present in the source โ more access means more to trust, not that itโs unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work โAbout
๐ฅ Facebook Ads Library MCP - Advanced Intelligence Platform
[](https://www.python.org/downloads/) [](https://github.com/modelcontextprotocol/python-sdk) [](https://opensource.org/licenses/MIT) [](https://github.com/RamsesAguirre777/facebook-ads-library-mcp)
> The most powerful Facebook Ads Library MCP server with 15+ advanced tools for competitive intelligence, market analysis, and advertising insights. Built with FastMCP and completely FREE.
๐ Why This MCP?
Beats paid services like ScrapeCreators ($497/month) with:
- โ 15+ Advanced Tools vs their 5-6 basic ones
- โ AI-Powered Creative Analysis (they don't have this)
- โ ML Performance Prediction (they don't have this)
- โ Direct API Access (no proxy limitations)
- โ 100% Free & Open Source (vs $497/month)
- โ Complete Customization (add your own features)
๐ Quick Start
1. Installation
git clone https://github.com/RamsesAguirre777/facebook-ads-library-mcp.git
cd facebook-ads-library-mcp
pip install -r requirements.txt
2. Get Facebook Access Token
- Go to Facebook Graph API Explorer
- Generate access token with
ads_readpermission - (Optional) Extend token to 60 days
3. Configure Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"facebook_ads": {
"command": "python",
"args": [
"/path/to/facebook-ads-library-mcp/facebook_ads_mcp_complete.py",
"--facebook-token",
"YOUR_FACEBOOK_ACCESS_TOKEN"
]
}
}
}
4. Restart Claude Desktop
๐ ๏ธ 15+ Advanced Tools
๐ Search & Discovery
search_facebook_ads()- Advanced search with multiple filtersdiscover_competitor_brands()- Find industry competitors automaticallyfind_similar_advertisers()- Discover brands with similar strategies
๐ Deep Analysis
analyze_ad_creative_elements()- AI-powered creative analysisanalyze_ad_performance_metrics()- Performance insights & KPIsanalyze_ad_targeting_insights()- Audience targeting analysis
๐ฏ Monitoring & Tracking
monitor_brand_ad_changes()- Real-time campaign monitoringtrack_ad_spend_estimation()- Budget tracking & estimation
๐ Competitive Intelligence
competitive_ad_analysis()- Multi-brand strategy comparisonbenchmark_against_industry()- Industry benchmarkingidentify_market_opportunities()- Market gap analysis
๐ฎ Prediction & Optimization
predict_ad_performance()- ML-powered performance predictiongenerate_facebook_intelligence_report()- Comprehensive reports
๐ ๏ธ Utilities
export_facebook_ads_data()- Export in JSON/CSV/Markdown
๐ก Usage Examples
Basic Competitive Analysis
# In Claude Desktop
"Analyze Nike's current Facebook advertising strategy"
"Compare ad strategies between Tesla and BMW"
"Generate a complete intelligence report for Airbnb"
Advanced Market Research
# Discover competitors
"Find all fitness app companies advertising on Facebook"
# Market opportunities
"Identify advertising gaps in the fintech industry"
# Performance prediction
"Predict performance for this ad: 'Get fit in 30 days with our AI trainer'"
Monitoring & Alerts
# Track competitor changes
"Monitor Apple for new ad campaigns and alert me if they launch 5+ new ads"
# Spend tracking
"Estimate Shopify's monthly Facebook ad spend"
๐ง Advanced Configuration
Environment Variables
# Create .env file
echo "FACEBOOK_ACCESS_TOKEN=your_token_here" > .env
Multiple Regions
{
"mcpServers": {
"facebook_ads_us": {
"command": "python",
"args": ["facebook_ads_mcp_complete.py", "--facebook-token", "US_TOKEN"]
},
"facebook_ads_eu": {
"command": "python",
"args": ["facebook_ads_mcp_complete.py", "--facebook-token", "EU_TOKEN"]
}
}
}
๐ Performance Comparison
| Feature | ScrapeCreators | Our MCP | Savings | |---------|----------------|-------------|---------| | Monthly Cost | $497 | $0 | $497/month | | Facebook Tools | 5-6 basic | 15+ advanced | 3x more | | Creative Analysis | โ | โ AI-powered | Exclusive | | Performance Prediction | โ | โ ML-based | Exclusive | | Rate Limits | Restricted | Direct API | Unlimited | | Customization | โ | โ Full control | Infinite |
๐๏ธ Architecture
Facebook Ads Library MCP
โโโ Core API Wrapper
โ โโโ Authentication & Rate Limiting
โ โโโ Error Handling & Retry Logic
โโโ Search & Discovery Engine
โ โโโ Advanced Filtering
โ โโโ Competitor Discovery
โโโ AI Analysis Engine
โ โโโ Creative Element Analysis
โ โโโ Performance Prediction
โโโ Monitoring System
โ โโโ Real-time Change Detection
โ โโโ Alert System
โโโ Export & Reporting
โโโ Multiple Format Support
โโโ Executive Reports
๐ Security & Privacy
- No Data Storage - All data processed in real-time
- Direct API Access - No proxy servers or data logging
- Open Source - Complete transparency
- Local Processing - Your data stays on your machine
๐ค Contributing
We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details.
Development Setup
git clone https://github.com/RamsesAguirre777/facebook-ads-library-mcp.git
cd facebook-ads-library-mcp
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
pip install -r requirements-dev.txt
๐ Documentation
- [Setup Guide](docs/setup.md) - Detailed installation instructions
- [API Reference](docs/api.md) - Complete tool documentation
- [Examples](docs/examples.md) - Real-world use cases
- [Troubleshooting](docs/troubleshooting.md) - Common issues & solutions
๐ Changelog
See [CHANGELOG.md](CHANGELOG.md) for detailed version history.
๐ Support
- Issues: GitHub Issues
- Discussions: GitHub Discussions
- Email: [ramses.aguirre777@email.com](mailto:ramses.aguirre777@email.com)
๐ License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
๐ Acknowledgments
- FastMCP for the excellent MCP framework
- Crawl4AI for AI-powered web crawling
- Facebook Graph API for providing access to ads data
โญ Star History
[](https://star-history.com/#RamsesAguirre777/facebook-ads-library-mcp&Date)
๐ฅ Built with passion for the MCP community ๐ฅ
Twitter โข GitHub โข LinkedIn
Source & license
This open-source MCP server is cataloged on AgentStack and links to its original source โ we do not rehost the code.
- Author: RamsesAguirre777
- Source: RamsesAguirre777/facebook-ads-library-mcp
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.