fossick

search finds URLs. fetch / to_md read them (plain → heavy → stealthy → session). cdp_connect drives a real Chrome when you need a login or multi-step UI. Dedicated readers cover YouTube, arXiv, and GitHub.

Install

uv add fossick

Text/image/news search need no Docker. JS rendering, stealth fetch, and google() use a bundled headless browser.

Quick start

results = search('koshas github fts semantic code graph', method='flashrank', n=5)
for r in results: print(r['score'], r['engines'], r['title'], r['href'])

0.030536 ['brave', 'yahoo'] github.com › codegraph-ai › CodeGraphGitHub - codegraph-ai/CodeGraph: CodeGraph builds a semantic... https://github.com/codegraph-ai/CodeGraph
0.016129 ['yahoo'] vedicreader.github.io › kosha › graphgraph – koshas - vedicreader.github.io https://vedicreader.github.io/kosha/graph.html
0.015873 ['brave'] fts · GitHub Topics · GitHub https://github.com/topics/fts?o=desc&s=updated
0.016393 ['yahoo'] pypi.org › project › koshaskoshas · PyPI https://pypi.org/project/koshas/
0.015625 ['brave'] GitHub - colbymchenry/codegraph: Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local https://github.com/colbymchenry/codegraph

res = research('sqlite WAL mode vs journal mode', n=5)
print(res['digest'][:500])
print([s['href'] for s in res['sources']])

## Write-Ahead Logging
https://www.sqlite.org/wal.html

Write-Ahead Logging

Table Of Contents

# 1\. Overview

The default method by which SQLite implements atomic commit and rollback is a rollback journal. Beginning with version 3.7.0 (2010-07-21), a new "Write-Ahead Log" option (hereafter referred to as "WAL") is available.

There are advantages and disadvantages to using WAL instead of a rollback journal. Advantages include:

1. WAL is significantly faster in most scenarios. 
  2. WAL provid
['https://www.sqlite.org/wal.html', 'https://blog.sqlite.ai/journal-modes-in-sqlite', 'https://mohit-bhalla.medium.com/understanding-wal-mode-in-sqlite-boosting-performance-in-sql-crud-operations-for-ios-5a8bd8be93d2', 'https://til.simonwillison.net/sqlite/enabling-wal-mode', 'https://fly.io/blog/wal-mode-in-litefs/']

page = fetch('https://en.wikipedia.org/wiki/Web_scraping', verify=False)
print(to_md(page)[:400])

The legality of web scraping varies across the world. In general, web scraping may be against the terms of service of some websites, but the enforceability of these terms is unclear.[11]

In the United States, website owners can use three major legal claims to prevent undesired web scraping: (1) copyright infringement (compilation), (2) violation of the Computer Fraud and Abuse Act ("CFAA"), and (

Modules

notebook	for
`00_core`	`fetch`, `to_md`, `crawl`, readers (yt/arxiv/gh), hidden APIs
`01_cdp`	Chrome over DevTools — `snapshot`, `fill_form`, `act`
`02_search`	metasearch, RRF/BM25/flashrank, `google`, `research`
`03_cli`	`fossick` CLI
`04_mcp`	MCP server for agents
`05_shop`	cart/checkout automation on a live page
`06_quality`	`plan`, `curate`, authority, diversity

One-liners

search('query', n=10, region='auto', timelimit='y')
research('query', n=5)                    # search → read → cited digest
fetch(url, auto=True)                     # escalate past bot walls
crawl(url, max_pages=5, same_domain=True)
google('query', n=10)                     # real Google via stealth browser
cdp_connect(); pg = await cdp.new_page(url); print(await pg.snapshot())

CLI: fossick search "q", fossick fetch URL --auto, fossick research "q". MCP: uvx fossick-mcp (or fossick-mcp --http).

Debug Chrome

Persistent profile for logged-in fetches (session=True) and CDP:

fossick cdp-install   # launch agent + keep-alive

Cookies survive restarts; log in once by hand.

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