Ai Search Python Packages

firecrawl-py

Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥

firecrawl

Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥

linkup-sdk

A Python SDK for the Linkup API

pyseekdb

A unified python SDK supports OceanBase or OceanBase seekdb, more efficient and easy-to-use.

moorcheh-sdk

Python SDK for interacting with the Moorcheh Semantic Search API v1. Moorcheh provides ultra-fast, highly accurate vector similarity search and analysis capabilities based on information-theoretic principles.

seomator-geo-audit

Deterministic GEO audits for AI search: a Python CLI and Claude Code skills that score how well AI engines can read, quote and cite a site.

geo-score

Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.

seo-autopilot

Multi-tenant SEO automation — 11 analyzers, 60+ documented checks, Auto-Fix-Loop, Google-Trends-Feed, Playwright JS rendering, llms.txt/ai.txt validation, IndexNow, GEO audit. Real crawler, GSC, PageSpeed, AI-powered fixes.

zens-ink

Free SEO keyword research toolkit for indie builders. Zero dependencies, pure Python.

omniseek

Give your AI agent the parts of the internet web search doesn't reach. An add-on for Claude Code, Cursor, and Codex: podcasts and videos, Bilibili, V2EX, Zhihu, Reddit, Hacker News, and research papers. Runs on your computer; logged-in sites use your own login, off by default.

sifthound

Open-source, self-hosted Tavily alternative: web search, extract, crawl and map API for AI agents, with an MCP server

openai-ads-mcp

OpenAI Ads and ChatGPT Ads MCP Server for the Advertiser API

sage-audit

The Unified 3-Pillar Audit Engine for Technical SEO, JSON-LD Entity AEO, and Generative Engine Optimization (GEO). CLI, Python library & FastMCP server.

amicited

Open-source AmICited CLI and Python SDK for text watermark inspection, cleanup, verification, and reviewable AI-assisted rewriting.

siftdog

Open-source, self-hosted Tavily alternative: web search, extract, crawl and map API for AI agents, with an MCP server

miapi-sdk

MIAPI — Web-grounded AI answers API

sentinelseo

Free, open-source desktop SEO crawler and technical site audit engine for macOS, Windows, and Linux. 250+ technical SEO, GEO, and AI-search checks with no page cap.

answerpath-geo

Privacy-first SEO, GEO & AEO question discovery and search intent mining engine. Categorizes user demand and powers AI visibility benchmarks.

langchain-moorcheh

langchain-moorcheh is a Python package that enables seamless integration between LangChain and Moorcheh.

llmstxt-generator

Build a high-quality llms.txt for any website. Model-agnostic, SSRF-safe, no hallucinated URLs. Built by Trakkr.

findable

Score how findable a website is, from the outside. No account, no key, no dependencies.

wingtip

One command turns README.md and docs/*.md files into a polished documentation site.

llms-txt-kit

Generate and validate llms.txt files — CLI and Python library, zero dependencies. Build one from your sitemap in a single command.

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