Search Engine Optimization Python Packages

advertools

advertools - online marketing productivity and analysis tools

retriv

A Python Search Engine for Humans 🥸

seosiri-search-governance-mcp

An open-source, local-first Model Context Protocol (MCP) server for **AI Search Crawler Governance, Brand Safety Guardrails, Canonical Integrity, and IndexNow Notifications

qaekwy

A modern, open-source Python framework for declarative constraint programming and combinatorial optimization.

seo-log-auditor

Audit Googlebot crawl behaviour from raw nginx access logs. A local-only Streamlit dashboard with seven analysis views — crawl budget, orphans, status waste, stale pages, performance, bot verification, parameter traps.

trafipy

Fast, accurate web content extraction in Rust. ML page-type classification, per-type extraction, confidence scoring. F1=0.966 on ScrapingHub (#1), F1=0.859 across 2,008 annotated pages (1,497 development + 511 held-out test

wayward

Wayward is a Python package that helps to identify characteristic terms from single documents or groups of documents. It can be used for keyword extraction and several related tasks, and can create efficient sparse representations for classifiers. It was originally created to provide term weights for word clouds.

auto-blogger

Professional WordPress automation tool with AI content generation, Getty Images integration, SEO optimization, and auto-updates. Supports OpenAI DALL-E, Google Gemini, and multi-domain management

rankforge

Local-first SEO autopilot: keyword research, content briefs, and on-page optimization powered by pluggable LLM engines.