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AI Tools Scout

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

Llm App vs LiteLLM

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

Llm App

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Best matched with other interface tools.

59.0K
Stars
-768
Weekly
28/100
Health
LiteLLM

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

Best matched with other interface tools.

46.6K
Stars
+814
Weekly
89/100
Health

Quick Take

Adoption

Llm App has the larger GitHub footprint with 59.0K stars.

Momentum

LiteLLM is currently growing faster at +814 stars this week.

Maintenance

LiteLLM has the stronger automated maintenance signal at 89/100. 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.

SignalLlm AppLiteLLM
Evidence statusBasic listing· 2026-10-04 09:18 UTCNeeds recheck· 2026-09-07 09:36 UTC
GitHub stars59.0K46.6K
Weekly growth-768+814
Health scoreCaution28/100Strong89/100
Contributors271.5K
Commits per week0.3542.2
Open issues103.0K
LanguageJupyter NotebookPython
LicenseMITNOASSERTION
Last commit2026-07-05 17:59 UTC2026-05-12 00:26 UTC
Last releaseN/Av1.83.14-stable.patch.3

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