local-deep-research: ~95% on SimpleQA (e.g

by LearningCircuit · Agent Tool · ★ 9.5k

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How to install local-deep-research

pip install local-deep-research
pip install "local-deep-research[mcp]"

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 63/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

academiaanthropicarxivbravedeep-researchencryptionhome-automationhomeserverlocallocal-deep-research

Quick Facts

Stars9,514
Forks904
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score63/100
Open Issues1377
Last Updated2026-11-07
Created2025-02-09
Platformspython
Est. Tokens~20k

About local-deep-research

Local Deep Research [![OpenSSF Scorecard](https://api.securityscorecards.dev/p

Compatible Skills

These tools work well together with local-deep-research for enhanced workflows:

  • arxiv-mcp-server — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • deep-research-mcp — semantic(0.35)+complementary+shared_fw(ollama)+same_lang+shared_platform (60%)
  • gpt-researcher — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • paperbanana — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)

local-deep-research alternative? Top 6 similar tools

Looking for a local-deep-research alternative? If you're comparing local-deep-research with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • agentops by AgentOps-AI · ⭐ 5.8k

    Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and a

  • deep-research by u14app · ⭐ 4.7k

    Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

  • maid by Mobile-Artificial-Intelligence · ⭐ 2.7k

    Maid is a free and open source application for interfacing with llama.cpp models locally, and with Anthropic,

  • papersgpt-for-zotero by papersgpt · ⭐ 2.7k

    Professional AI research tool for Zotero: chat with PDFs, whole-library search, Literature Radar, AutoPilot. 3

  • hive by aden-hive · ⭐ 11.1k

    Multi-Agent Harness for Production AI

  • codecompanion.nvim by olimorris · ⭐ 6.9k

    ✨ AI Coding, Vim Style

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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