programmatic-advertising

Open Source Ad Serving Platform with ML-Powered CTR Prediction | Self-hosted alternative to Google Ad Manager | Python, FastAPI, PyTorch

The open-source one-stop shop for advertising platform APIs, MCP servers, AI agents, and PPC automation. 14 platforms (Google Ads, Meta, Microsoft, Amazon, LinkedIn, Pinterest, Reddit, Spotify, TTD, Criteo). 25+ AI agents. Production tooling for digital marketers and developers.

ADINT: a field guide to ad-tech surveillance. How advertising data (MAID, RTB bidstream, SDK location) becomes warrantless intelligence.

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

Advertisements delivery system. Moved to:

Reading your own advertising profile from the demand side: what an RTB bid request hands a buyer about your own phone, for free.

🎯 Build and manage digital ads with OpenAdServer, an open-source platform featuring machine learning to enhance click-through rates for SMBs and startups.

Server side component to offload prebid processing to the cloud

An AI agent for paid media — ad intelligence, creative testing, and ROAS optimization across PPC, paid social, and programmatic — backed by real ad-platform APIs.

OpenRTB linter: validates OpenRTB 2.x bid requests and bid responses against versioned IAB spec snapshots. Rust core, CLI, npm/WASM, MCP server.

A simple Chrome extension for fast detection of missing sellers in ads.txt

Public-feedback draft specification and JSON Schema for machine-readable carbon-intensity disclosure by digital advertising systems.

Canonical supply descriptor contract for machine-readable advertising inventory.

55% of ads.txt DIRECT claims are false. 962K cross-verified against 84 SSP registries. Evidence + methodology.

Description: Programmatic advertising platform for Albanian-speaking markets.

The flight simulator for programmatic advertising. A native macOS app that teaches the math of programmatic by doing it: 9 paths, 124 interactive lessons, certification exams, and a math-true bidding simulator.

Agent skills for programmatic trading, analytics, and account operations. DV360 first, multi-DSP and multi-runtime (Claude Code and Codex).

Quantcast — independent third-party profile of a public API surface, by API Evangelist. Quantcast is a San Francisco-headquartered digital advertising and audience intelligence company founded in 2006. Its flagship offering is the Quantcast Platform, an AI-driven demand-side platform (DSP) for programmatic display, video, CTV, audio, mobile, and na

Complete example: build a DOOH advertising agent using Trillboards MCP server and REST APIs. Free tier, 38 tools, real-time audience signals.

Real-Time Programmatic Advertising Analytics using Hadoop MapReduce, Kafka, and Python.