Dive
Dive serves as a comprehensive MCP Host desktop application, effectively blending multiple LLMs to enhance accessibility to AI models. This application is especially valuable for businesses aiming to adopt AI-powered functionalities without diving deep into technical complexities.
Good for:
- Integrating diverse AI services
- Automating data retrieval tasks
- Enhancing team collaboration with AI tools
Airflow AI SDK
The Airflow AI SDK empowers businesses to integrate large language models (LLMs) directly into their data workflows, offering a powerful solution for automating AI task execution.
Good for:
- Automated customer feedback analysis
- Intelligent data-driven workflows
- LLM task automation
Stagehand V2
Stagehand V2 simplifies the process of building web AI agents using OpenAI and Anthropic’s models with just a line of code, making it remarkably user-friendly.
Good for:
- Market analysis automation
- Competitor monitoring
- Customer interaction automation
Wren Engine
Wren Engine serves as a semantic engine for enterprises, facilitating LLMs to access, interpret, and interact with structured business data accurately.

Nova Act SDK
Amazon's Nova Act SDK is redefining how we think about automated web tasks with its advanced AI agents.
Good for:
- Automating scheduled tasks
- Enhancing IT operations
- Streamlining administrative processes
- Improving customer service efficiency

CodeScientist
CodeScientist, developed by AI2, is revolutionizing the realm of scientific discovery by autonomously reading scientific literature, running experiments, and producing findings.
Good for:
- Automating scientific research
- Discovering incremental findings
- Enhancing productivity in research
Agno
Agno is an innovative lightweight library for building multimodal AI agents, designed to supercharge LLMs with capabilities like memory and reasoning. This framework enables businesses to deploy sophisticated, context-aware agents that can handle a variety of tasks autonomously.
Good for:
- Creating customer service agents
- Automating sales processes
- Managing complex workflows
MCP-Agent
MCP-Agent is a powerful framework for creating AI agents utilizing the Model Context Protocol, which provides businesses with efficient workflows and flexible agent capabilities.
Good for:
- Building dynamic AI agents
- Automating workflows
- Enhancing service interactions

Amazon Nova Act SDK
The Amazon Nova Act SDK is a revolutionary tool for developers, aimed at creating intelligent web-browsing agents. This powerful SDK allows users to automate intricate workflows, significantly boosting productivity in various business tasks.
Good for:
- Automating administrative tasks
- Streamlining workflow management
- Building custom web agents for specific projects

OpenHands LM
OpenHands LM is an open-weight coding model designed for ease of use by individual developers, streamlining local execution of coding tasks.
Good for:
- Facilitating rapid development cycles
- Automating routine coding tasks for individuals
- Accessibility for solo developers in AI applications
Maxun
Maxun is an open-source, no-code platform that simplifies the data extraction process from websites through a user-friendly point-and-click interface.
Good for:
- Automating data extraction from websites
- Facilitating market research through competitive analysis
- Creating customized data solutions for specific business needs

Runway Gen-4
Runway Gen-4 is an innovative tool that addresses the limitations of previous generative AI in video production, allowing creators to build consistent characters and objects across various scenes.

Manus
Manus is a versatile AI agent platform that streamlines various tasks in both work and life, assisting users in accomplishing more without additional effort. It’s ideal for businesses looking to enhance productivity through smart automation solutions.
Navina
Navina stands out by consolidating fragmented patient data to build comprehensive profiles that enhance clinical decision-making.
Good for:
- Streamlining patient care
- Improving decision-making
- Enhancing EMR utilization

ImageDataSets.ai
ImageDataSets.ai provides high-quality image and video datasets expressly designed for AI training, catering to the needs of various AI development projects.

Thea
Thea offers an AI-driven platform that generates unlimited practice questions and study materials tailored to students' learning needs.
Good for:
- Personalized studying
- Improving exam readiness
- Boosting academic performance