Alternatives

Firecrawl App Examples alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

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Firecrawl App Examples

🔥 This repository contains complete application examples, including websites and other projects, developed using Firecrawl.

71
Quality
82
Trust
754
Stars
#1

Swiftide

Similarity 133Trust 86Excellent 86

Fast, streaming indexing, query, and agentic LLM applications in Rust

710 starsJun 11, 2026 pushrag-knowledgeRustRAG
$ npx skills add bosun-ai/swiftide
#2

RAG Retrieval

Similarity 130Trust 94Excellent 100

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

1.1K starsMay 24, 2026 pushrag-knowledgePythonRAG
$ npx skills add NovaSearch-Team/RAG-Retrieval
#3

Controllable RAG Agent

Similarity 129Trust 95Excellent 100

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

1.6K starsJun 4, 2026 pushrag-knowledgeJupyter NotebookRAG
$ npx skills add NirDiamant/Controllable-RAG-Agent
#4

Genkit

Similarity 127Trust 94Excellent 100

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

6.1K starsJun 15, 2026 pushrag-knowledgeTypeScriptVector Search
$ npx skills add genkit-ai/genkit
#5

Pdf Oxide

Similarity 126Trust 88Excellent 86

The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.

825 starsJun 12, 2026 pushrag-knowledgeRustRAG
$ npx skills add yfedoseev/pdf_oxide
#6

RAG In Action

Similarity 125Trust 79Promising 63

End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营,RAG 10大组件全面拆解,4个实操项目吃透 RAG 全流程。RAG的落地,往往是面向业务做RAG,而不是反过来面向RAG做业务。这就是为什么我们需要针对不同场景、不同问题做针对性的调整、优化和定制化。魔鬼全在细节中,我们深入进去探究。

753 starsJul 16, 2025 pushrag-knowledgeJupyter NotebookRAG
$ npx skills add huangjia2019/rag-in-action
#7

MiniSearch

Similarity 124Trust 86Excellent 85

Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space

572 starsJun 14, 2026 pushrag-knowledgeTypeScriptRAG
$ npx skills add felladrin/MiniSearch
#8

Petercat

Similarity 123Trust 86Strong 72

A conversational Q&A agent configuration system, self-hosted deployment solutions, and a convenient all-in-one application SDK, allowing you to create intelligent Q&A bots for your GitHub repositories

1.5K starsJun 11, 2025 pushrag-knowledgeTypeScriptRAG
$ npx skills add afx-team/petercat
#9

Examples

Similarity 123Trust 93Excellent 100

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

3.0K starsJun 18, 2026 pushrag-knowledgeJupyter NotebookSemantic Search
$ npx skills add pinecone-io/examples
#10

LightRAG

Similarity 122Trust 96Excellent 100

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

37K starsJun 18, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add HKUDS/LightRAG
#11

Omnibox

Similarity 122Trust 92Excellent 100

Collect, organize, use, and share, all in OmniBox.

1.4K starsJun 9, 2026 pushrag-knowledgePythonRAG
$ npx skills add import-ai/omnibox
#12

Obsidian Smart2Brain

Similarity 122Trust 94Excellent 100

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

1.1K starsMay 31, 2026 pushrag-knowledgeTypeScriptRAG
$ npx skills add your-papa/obsidian-Smart2Brain
#13

Foundation Models Framework Lab

Similarity 122Trust 94Excellent 100

A practical lab for building, testing, and evaluating apps with Apple's Foundation Models framework.

1.1K starsJun 16, 2026 pushrag-knowledgeSwiftRAG
$ npx skills add rudrankriyam/Foundation-Models-Framework-Lab
#14

JamAIBase

Similarity 122Trust 94Excellent 100

The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.

1.1K starsJun 8, 2026 pushrag-knowledgePythonRAG
$ npx skills add EmbeddedLLM/JamAIBase
#15

Foundation Models Framework Example

Similarity 122Trust 94Excellent 100

Example apps for Foundation Models Framework in iOS 26 and macOS 26

1.1K starsJun 9, 2026 pushrag-knowledgeSwiftRAG
$ npx skills add rudrankriyam/Foundation-Models-Framework-Example
#16

PageIndex

Similarity 122Trust 94Excellent 100

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

33K starsJun 5, 2026 pushrag-knowledgePythonVector Search
$ npx skills add VectifyAI/PageIndex

How 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 Firecrawl App Examples if it already passes your workflow test and repository review.

Next step

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