The best ScrapeGraphAI alternatives

6 tools that do a similar job to ScrapeGraphAI, 6 of them open source. Each entry says what it does and who it suits, so you can pick the one that fits instead of the most famous.

You're replacing

ScrapeGraphAI

Python library that uses an LLM to scrape websites and local documents based on a plain-language prompt.

1. 1

   LlamaIndex

   Open source · MIT · ★ 52.8k

   Python framework for building LLM apps that query your own documents and data.

   Best for: Python developers building retrieval-augmented generation (RAG) apps over private documents; Teams wanting a modular toolkit where they can swap LLM, embedding and vector store providers

   Full review
2. 2

   LightRAG

   Open source · MIT · ★ 40.5k

   A Python library that builds a knowledge graph from your documents to answer questions with an LLM.

   Best for: Developers building question-answering over their own document collections; Teams who want a graph-based alternative to plain vector-search RAG

   Full review
3. 3

   PageIndex

   Open source · MIT · ★ 40k

   Lets an AI find answers in long documents by reading a table-of-contents-style tree, not vector search.

   Best for: Developers building question-answering over long PDFs such as annual reports or manuals; Teams who want retrieved answers to be traceable to explicit sections of a document

   Full review
4. 4

   GraphRAG

   Open source · MIT · ★ 36.5k

   Python pipeline that uses an LLM to turn raw text into a graph for answering questions over private documents.

   Best for: Researchers exploring graph-based retrieval over narrative or private text; Developers who want to experiment with LLM-built knowledge graphs from their own documents

   Full review
5. 5

   LEANN

   Open source · MIT · ★ 13.8k

   Local semantic search over your own files and chats, using far less storage than typical vector databases.

   Best for: Developers building a private RAG prototype on a personal machine; People who want to semantically search their own files or notes locally

   Full review
6. 6

   requests-html

   Open source · MIT · ★ 13.8k

   Python library for parsing HTML and running JavaScript-rendered pages, built on requests.

   Best for: Python developers who already use requests and want to parse HTML in the same style; Small scraping scripts that pull a few fields from pages

   Full review

How we pick: tools in the same category that solve the same problem, projects that name each other as alternatives, and open-source projects that describe themselves as an alternative to ScrapeGraphAI. We don't take payment for placement.