#1
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
114K starsJun 3, 2026 pushdataPythonRAG
$ npx skills add Shubhamsaboo/awesome-llm-appsAlternatives
MediaCrawler alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
MediaCrawler
小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B站视频 | 评论爬虫、微博帖子 | 评论爬虫、百度贴吧帖子 | 知乎问答文章 | 评论爬虫。支持多平台社交媒体内容抓取，提供完整的数据采集解决方案。
100
Quality
100
Trust
50K
Stars
#2
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
59K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/hello-agents#3
A modular graph-based Retrieval-Augmented Generation (RAG) system
34K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag#4
Build Real-Time Knowledge Graphs for AI Agents
27K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti#5
An open-source RAG-based tool for chatting with your documents.
25K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add Cinnamon/kotaemon#6
A vector index built on TurboQuant, written in Rust with Python bindings
11K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add RyanCodrai/turbovec#7
High accuracy RAG for answering questions from scientific documents with citations
8.7K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add Future-House/paper-qa#8
MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse）
5.4K starsMay 7, 2026 pushdataPythonRAG
$ npx skills add volcengine/MineContext#9
Structured data extraction and instruction calling with ML, LLM and Vision LLM
5.2K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add katanaml/sparrow#10
ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
3.1K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add agentscope-ai/ReMe#11
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
3.0K starsJun 10, 2026 pushdataPythonRAG
$ npx skills add qdrant/fastembed#12
A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.
2.9K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add modelscope/evalscope#13
OpenKB: Open LLM Knowledge Base
2.0K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add VectifyAI/OpenKB#14
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
82K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add PaddlePaddle/PaddleOCR#15
LlamaIndex is the leading document agent and OCR platform
50K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index#16
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
36K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add HKUDS/LightRAGHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep MediaCrawler if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.