---
title: "PromptAttack alternatives"
type: "alternatives"
slug: "godxuxilie-promptattack"
canonical_url: "https://www.graphcanon.com/tools/godxuxilie-promptattack/alternatives"
of: "godxuxilie-promptattack"
count: 24
---

# PromptAttack alternatives

*GraphCanon updated Jul 11, 2026*

Open-source alternatives to [PromptAttack](/tools/godxuxilie-promptattack.md) in LLM Frameworks.

## In short

Top alternatives to PromptAttack are academic-research-skills and Agent-Reach, ranked by typed graph edges - llm-frameworks.

[PromptAttack](https://github.com/GodXuxilie/PromptAttack) has 116 GitHub stars and 0 open issues, last pushed Jan 21, 2025 per [its repository](https://github.com/GodXuxilie/PromptAttack). The top typed alternative, [academic-research-skills](https://github.com/Imbad0202/academic-research-skills), shows 37k stars and 3.0k forks, last pushed Jul 11, 2026.

## Same categories

- [academic-research-skills](/tools/imbad0202-academic-research-skills.md) - Academic Research Skills for Claude Code: research → write → review → revise → finalize (★ 37,300) [Very active]
- [Agent-Reach](/tools/panniantong-agent-reach.md) - Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. (★ 54,715) [Very active]
- [ai-engineering-from-scratch](/tools/rohitg00-ai-engineering-from-scratch.md) - Learn it. Build it. Ship it for others. (★ 37,922) [Active] _[Freemium]_
- [ai-engineering-hub](/tools/patchy631-ai-engineering-hub.md) - Tutorials on LLMs, RAGs, and real-world AI agent applications (★ 36,439) [Steady]
- [AstrBot](/tools/astrbotdevs-astrbot.md) - AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature (★ 36,186) [Very active]
- [autogen](/tools/microsoft-autogen.md) - A programming framework for agentic AI (★ 59,658) [Steady]
- [AutoGPT](/tools/significant-gravitas-autogpt.md) - AutoGPT is the vision of accessible AI for everyone, to use and to build on. (★ 185,464) [Very active]
- [awesome](/tools/sindresorhus-awesome.md) - 😎 Curated list of awesome topics including hardware resources (★ 484,026) [Active]
- [awesome-chatgpt-prompts-zh](/tools/plexpt-awesome-chatgpt-prompts-zh.md) - ChatGPT 中文调教指南 (★ 60,907) [Steady]
- [awesome-copilot](/tools/github-awesome-copilot.md) - Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. (★ 36,439) [Very active]
- [bark](/tools/suno-ai-bark.md) - 🔊 Text-Prompted Generative Audio Model (★ 39,191) [Dormant]
- [caveman](/tools/juliusbrussee-caveman.md) - Reduce token usage with concise 'caveman'-style prompts. (★ 87,950) [Active]
- [ChatGLM-6B](/tools/zai-org-chatglm-6b.md) - ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型 (★ 41,035) [Dormant]
- [CL4R1T4S](/tools/elder-plinius-cl4r1t4s.md) - LEAKED SYSTEM PROMPTS FOR CHATGPT, CLAUDE, GEMINI, GROK, PERPLEXITY, CURSOR, LOVABLE, REPLIT, AND MORE! - AI SYSTEMS TRANSPARENCY FOR ALL! 👐 (★ 45,233) [Active]
- [context7](/tools/upstash-context7.md) - Up-to-date code documentation for LLMs and AI code editors (★ 58,913) [Very active]
- [daily_stock_analysis](/tools/zhulinsen-daily-stock-analysis.md) - LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs. (★ 56,600) [Very active]
- [DeepSeek-R1](/tools/deepseek-ai-deepseek-r1.md) - Repository contains distilled LLM models derived from Qwen and LLaMA series for various commercial uses. (★ 91,991) [Dormant] _[Freemium]_
- [dspy](/tools/stanfordnlp-dspy.md) - A framework for programming language models (★ 36,036) [Very active]
- [FastChat](/tools/lm-sys-fastchat.md) - An open platform for training, serving, and evaluating large language models (★ 39,490) [Steady]
- [generative-ai-for-beginners](/tools/microsoft-generative-ai-for-beginners.md) - 21 Lessons, Get Started Building with Generative AI (★ 112,866) [Very active]
- [gpt_academic](/tools/binary-husky-gpt-academic.md) - 提供实用化交互接口，优化论文阅读/润色/写作体验 (★ 71,056) [Slowing] _[Freemium]_
- [gpt4all](/tools/nomic-ai-gpt4all.md) - Run Local LLMs on Any Device (★ 77,386) [Dormant]
- [graphrag](/tools/microsoft-graphrag.md) - A modular graph-based Retrieval-Augmented Generation (RAG) system (★ 34,355) [Very active]
- [hello-agents](/tools/datawhalechina-hello-agents.md) - Course on building intelligent agents from scratch (★ 65,432) [Very active]

## Head-to-head comparisons

- [PromptAttack vs academic-research-skills](/compare/godxuxilie-promptattack-vs-imbad0202-academic-research-skills.md)
- [PromptAttack vs Agent-Reach](/compare/godxuxilie-promptattack-vs-panniantong-agent-reach.md)
- [PromptAttack vs ai-engineering-from-scratch](/compare/godxuxilie-promptattack-vs-rohitg00-ai-engineering-from-scratch.md)
- [PromptAttack vs ai-engineering-hub](/compare/godxuxilie-promptattack-vs-patchy631-ai-engineering-hub.md)
- [PromptAttack vs AstrBot](/compare/astrbotdevs-astrbot-vs-godxuxilie-promptattack.md)
- [PromptAttack vs autogen](/compare/godxuxilie-promptattack-vs-microsoft-autogen.md)
- [PromptAttack vs AutoGPT](/compare/godxuxilie-promptattack-vs-significant-gravitas-autogpt.md)
- [PromptAttack vs awesome](/compare/godxuxilie-promptattack-vs-sindresorhus-awesome.md)

## When NOT to use PromptAttack

- Last GitHub push was 537 days ago (dormant maintenance, Jan 21, 2025). Validate activity before betting a new project on PromptAttack.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

## Related alternatives hubs

- [LangChain alternatives](/tools/langchain-ai-langchain/alternatives.md)
- [LlamaIndex alternatives](/tools/run-llama-llama-index/alternatives.md)
- [Qdrant alternatives](/tools/qdrant-qdrant/alternatives.md)

## Common questions

### What are the best alternatives to PromptAttack?

Graph-backed alternatives to PromptAttack include academic-research-skills, Agent-Reach, ai-engineering-from-scratch, ai-engineering-hub, AstrBot. GraphCanon ranks them by typed relationship edges and constraint overlap from decision_facts - not marketing votes or raw star sort.

### How does GraphCanon rank PromptAttack alternatives?

Direct alternative and successor edges from the knowledge graph come first, ordered by edge type and shared constraint facets (persona, runtime, hosting). Category neighbours fill the list only after curated edges. Stars are shown for context, not as the primary sort.

### When should I avoid PromptAttack?

Last GitHub push was 537 days ago (dormant maintenance, Jan 21, 2025). Validate activity before betting a new project on PromptAttack. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

### Is PromptAttack open source?

Yes. PromptAttack is an open-source project on GitHub, with 116 stars.

### What is PromptAttack used for?

An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)

### What category is PromptAttack in?

PromptAttack is categorized under LLM Frameworks in the GraphCanon knowledge graph.

### How do PromptAttack alternatives compare head-to-head?

Each alternative has a neutral compare page against PromptAttack, for example [academic-research-skills vs PromptAttack](/compare/godxuxilie-promptattack-vs-imbad0202-academic-research-skills), [Agent-Reach vs PromptAttack](/compare/godxuxilie-promptattack-vs-panniantong-agent-reach), [ai-engineering-from-scratch vs PromptAttack](/compare/godxuxilie-promptattack-vs-rohitg00-ai-engineering-from-scratch). Stats come from live GitHub metadata.

### Is there a machine-readable alternatives list?

Yes. The markdown twin at [PromptAttack alternatives](/tools/godxuxilie-promptattack/alternatives.md) lists direct alternatives and same-category tools with internal links to each tool markdown page.

### Where are other high-intent alternatives hubs?

Related P0 OSS-vs-OSS hubs: [LangChain alternatives](/tools/langchain-ai-langchain/alternatives), [LlamaIndex alternatives](/tools/run-llama-llama-index/alternatives), [Qdrant alternatives](/tools/qdrant-qdrant/alternatives). Vector-database intent (including Pinecone-style queries) is covered at [Qdrant alternatives](/tools/qdrant-qdrant/alternatives).

### Where can I see maintenance and security signals for PromptAttack?

GraphCanon publishes a sourced trust report for PromptAttack at [PromptAttack trust report](/tools/godxuxilie-promptattack/trust) - maintenance posture, fork provenance, and dependency/MCP scan status with methodology tags. Not a safety grade.

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=godxuxilie-promptattack`](/api/graphcanon/graph?tool=godxuxilie-promptattack)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_