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Universal AI search MCP server — Perplexity-level quality with zero API keys. Multi-engine web scraping, intelligent ranking, and citation-native answers.

Project description

maru-deep-pro-search

Force your AI agent to research before it codes.
Zero API keys · Direct scraping · Citation-native answers

🇰🇷 한국어

PyPI CI Tests Python License

🌐 Website · 📦 PyPI · 💻 GitHub


One-liner Install

macOS / Linux:

curl -sSL https://raw.githubusercontent.com/claudianus/maru-deep-pro-search/main/scripts/install.sh | bash

Windows (PowerShell):

irm https://raw.githubusercontent.com/claudianus/maru-deep-pro-search/main/scripts/install.ps1 | iex

Or with pip:

pip install maru-deep-pro-search && maru-deep-pro-search setup

The setup wizard auto-detects your AI agent (Claude Code, Cursor, Kimi, Windsurf, etc.), backs up existing configs, injects MCP settings, and enforces research-first rules.


What it does

Your AI coding agent has a critical flaw: it answers from stale training data. maru-deep-pro-search fixes this by giving your agent live web search superpowers — and forcing it to use them first.

Capability How
Search Scrapes 7 engines directly. No API keys.
Rank BM25 + authority/freshness/code-density scoring
Research 7-phase deep research pipeline with auto query expansion
Cite Every result gets [1], [2] IDs — native citation architecture
Enforce Setup CLI injects mandatory research-first rules into your agent

Core principle: 100% free, forever. No OpenAI, no Anthropic, no Google Search API, no SerpAPI.


8 Tools

Tool Purpose
answer Quick answer with inline citations
web_search Scrape + rank + return cited results
search_with_citations Pre-numbered sources for academic writing
fetch_page Extract clean content from a single URL
fetch_bulk Parallel fetch with deduplication
deep_research 7-phase pipeline: expand → search → rank → crawl → synthesize
stealthy_fetch Anti-bot bypass for protected sites
parallel_search Run multiple searches simultaneously

Decision tree:

  • Quick answer? → answer
  • Need sources? → web_search or search_with_citations
  • Deep dive? → deep_research
  • Blocked? → stealthy_fetch

Configuration

All environment variables are optional:

Variable Default Description
MARU_SEARCH_ENGINE duckduckgo_lite Default engine
MARU_SEARCH_MAX_RESULTS 10 Results per query
MARU_SEARCH_MAX_CONCURRENT 5 Parallel fetch limit
MARU_SEARCH_MAX_TOKENS_SOURCE 2500 Token budget per source
MARU_SEARCH_MAX_TOKENS_TOTAL 20000 Total output token budget
MARU_SEARCH_TIMEOUT 30.0 Fetch timeout (seconds)
MARU_SEARCH_RETRIES 3 Retry attempts

Testing

pytest tests/ -v

174 tests, all passing.


License

MIT © claudianus

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