threefive is the industry leading SCTE-35 parser, SCTE-35 decoder, SCTE-35 encoder. If you do SCTE-35 you need threefive.

Local IAB Content Taxonomy Mapper (2.x → 3.0). Deterministic → fuzzy → optional embeddings. Exports OpenRTB & VAST-ready category IDs with vector attributes and SCD awareness.

Batching ad tech providers’ operations for humans

Batch-query Open Sincera publisher data to audit domains, analyze supply paths, and improve transparency in programmatic advertising.

The open-source data-standardization & context layer for digital advertising agencies adopting AI — unified MCP data collection, AI-ready cleaning, and standardized output.

Supply-side ad ops diagnostic agent built on AAMP standards. MCP server with bid rate analysis, IVT detection, ads.txt compliance, and demand diagnostics.

maskhtml.py - bypass ad and landing page submission fingerprinting + heuristic checks by fracturing your html source code! 'murka

Unofficial Python CallRail API Wrapper

AI-powered ad optimization using Reinforcement Learning and Groq API to maximize click-through rates

Polyglot advertising experimentation fabric for creative analysis, cross-platform A/B testing, and multi-agent ad operations.

Unofficial Python TikTok Ads API wrapper

Open-source, local-first video ad production pipeline powered by Gemini & Remotion. Turn raw footage or stock B-roll into polished social media ads (9:16, 16:9, 1:1) with voice synthesis, ducked music, sound effects, and custom styling.

Production-grade Deep Learning pipeline using Temporal Convolutional Networks (TCN) to forecast ad lead generation. Features hybrid JSON/CSV ingestion, Optuna Bayesian optimization, and probabilistic forecasting.

An automated reporting pipeline that converts raw ad campaign logs into executive-ready PDF briefings with AI-generated narratives in under 30 seconds.

Preflight risk checks for ads, landing pages, and growth campaigns before launch.

Open-source advertising analytics and synchronization toolkit for Yandex Direct, Yandex Metrika, VK Ads and Avito Ads.

Provide AI assistants access to Reddit data using a Model Context Protocol server without requiring API keys.

SQL-first analytics and monitoring platform for simulated mobile ad delivery events.

Bidirectional taxonomy mappings between IAB Tech Lab and Google ad product categories, with LLM-assisted mapping tooling for the AdTech ecosystem.

AI creative production workflow for ad concepts, copy, video prompts, feedback loops, and Notion-backed campaign tracking.