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An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Local Deep Research vs vllm

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Local Deep Research

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Best matched with other inference tools.

8.9K
Stars
+1.7K
Weekly
92/100
Health
vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Best matched with other inference tools.

93.1K
Stars
+606
Weekly
86/100
Health

Quick Take

Adoption

vllm has the larger GitHub footprint with 93.1K stars.

Momentum

Local Deep Research is currently growing faster at +1.7K stars this week.

Maintenance

Local Deep Research has the stronger automated maintenance signal at 92/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalLocal Deep Researchvllm
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars8.9K93.1K
Weekly growth+1.7K+606
Health scoreStrong92/100Strong86/100
Contributors702.6K
Commits per week80.5208.8
Open issues3524.9K
LanguagePythonPython
LicenseMITApache-2.0
Last commit2026-08-17 04:18 UTC2026-10-04 06:11 UTC
Last releasev1.10.5v0.20.2

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