The best PentestGPT alternatives

ray

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Choose ray if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (44.3k)
• you want the more recently updated codebase
• you specifically need data-science or deep-learning

Shares large-language-models, llm, python with PentestGPT.

langextract

google/langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

Choose langextract if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (39.3k)
• you want the more recently updated codebase
• you specifically need gemini or gemini-ai

Shares large-language-models, llm, python with PentestGPT.

haystack

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Choose haystack if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (27.0k)
• you want the more recently updated codebase
• you specifically need agent-framework or agentic-ai

Shares large-language-models, llm, python with PentestGPT.

transformers

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Choose transformers if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (168.9k)
• you want the more recently updated codebase
• you specifically need audio or deep-learning

Shares llm, python with PentestGPT.

crawl4ai

unclecode/crawl4ai

Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it.

Choose crawl4ai if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (87.3k)
• you want the more recently updated codebase
• you specifically need ai or ai-agents

Shares llm, python with PentestGPT.

deer-flow

bytedance/deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Choose deer-flow if…

• you want the more widely starred option (85.3k)
• you want the more recently updated codebase
• you specifically need agent or agentic

Shares llm, python with PentestGPT.

headroom

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Choose headroom if…

• Apache License 2.0 suits your use better than MIT License
• you want something your agent can install directly rather than a library to wire up yourself
• you want the more widely starred option (79.5k)
• you want the more recently updated codebase

Shares llm, python with PentestGPT.

LlamaFactory

hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Choose LlamaFactory if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (76.0k)
• you want the more recently updated codebase
• you specifically need agent or ai

Shares large-language-models, llm with PentestGPT.

AstrBot

AstrBotDevs/AstrBot

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Choose AstrBot if…

• GNU Affero General Public License v3.0 suits your use better than MIT License
• you want the more widely starred option (46.8k)
• you want the more recently updated codebase
• you specifically need agent or ai

Shares llm, python with PentestGPT.

blender-mcp

ahujasid/blender-mcp

Community plugin to control Blender 3D with any LLM of your choice

Choose blender-mcp if…

• you want the more widely starred option (34.2k)
• you want the more recently updated codebase
• you specifically need 3d-modeling or ai

Shares llm, python with PentestGPT.

code-review-graph

tirth8205/code-review-graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

Choose code-review-graph if…

• you want the more widely starred option (32.7k)
• you want the more recently updated codebase
• you specifically need ai-coding or claude

Shares llm, python with PentestGPT.

openai-agents-python

openai/openai-agents-python

A lightweight, powerful framework for multi-agent workflows

Choose openai-agents-python if…

• you want the more widely starred option (30.6k)
• you want the more recently updated codebase
• you specifically need agents or ai

Shares llm, python with PentestGPT.