AI Agents & Automation

RWKV-LM, pronounced RwaKuv, is an innovative RNN architecture designed to achieve Large Language Model (LLM) performance. It uniquely combines the strengths of both RNNs and transformers, allowing it to be directly trained like a GPT transformer while maintaining linear time complexity and constant space usage (without a KV-cache). This results in fast training, infinite context length capabilities, and free sentence embedding. The project is currently at RWKV-7 "Goose" and is a Linux Foundation AI project, making it completely free to use. It offers efficient inference and training, with specific instructions and reference implementations available for various versions, including RWKV-7 and RWKV-6.

sammo is a library for prompt engineering and optimization, specifically designed to work with Large Language Models (LLMs). It utilizes a structure-aware multi-objective metaprompt optimization approach (SAMMO) to enhance prompt effectiveness. The tool aims to provide a flexible and user-friendly environment for developers to experiment with, refine, and optimize their prompts. This makes it easier to achieve desired outputs from LLMs and streamline the development of AI-powered applications. Its focus on optimization helps users improve the performance and efficiency of their LLM interactions.

ROS-LLM is an open-source framework designed for embodied intelligence applications within the Robot Operating System (ROS). It facilitates natural language interactions, allowing users to control robots through conversational engagement. The framework leverages powerful Large Language Models (LLMs) like GPT-4 and ChatGPT for advanced decision-making, motion control, and navigation. With a focus on ease of use and extensibility, ROS-LLM enables quick integration of custom robot functionalities, often within ten minutes. Key features include seamless ROS integration, support for major LLMs, flexible control based on language interpretation, and simplified extensibility for various robot functions. It also provides instructional examples and retains local chat histories for convenience.

Hellenic Drones S.A. specializes in integrating cutting-edge machine learning software into Unmanned Aerial Vehicles (UAVs) to achieve aerial autonomy. The company provides comprehensive aerial imaging services across various industries, delivering precise data collection, surveillance, and facility/infrastructure inspection solutions. Additionally, Hellenic Drones offers specialized drone products designed to enhance operational capabilities and provide protection against unwanted UAVs. They also run an academy providing specialized UAV training and certification programs for both open and specific categories, aiming to develop professional drone pilots who are sought after by major companies.

ROS-MCP-Server is an open-source tool designed to bridge the gap between advanced AI models, such as Claude, GPT, and Gemini, and robotic systems. It facilitates bidirectional communication, allowing AI models to both command robots and receive real-time feedback on their status and sensor data. A key advantage is its ability to integrate with existing ROS setups by simply adding a rosbridge node, eliminating the need for changes to the robot's source code. The server offers full context to LLMs, guiding them to discover available topics, services, actions, and their types, ensuring correct syntax usage without manual configuration. It supports various MCP clients like Claude Code, Codex CLI, Gemini CLI, Claude Desktop, ChatGPT, and Cursor, and is compatible with both ROS 1 and ROS 2 versions.

Robby-chatbot is an AI chatbot designed to interact with CSV, PDF, and TXT files, as well as YouTube videos, offering a versatile solution for data engagement. Built using Langchain, OpenAI, and Streamlit, it provides a robust platform for conversational AI. A key feature is its conversational memory, which allows users to discuss their data in a more natural and intuitive manner, enhancing the interaction experience. This capability makes it suitable for various applications where understanding context over multiple turns is crucial. The tool aims to simplify data interaction through an intelligent chat interface.

OutSystems is an AI development platform designed for enterprises, merging a low-code foundation with powerful AI capabilities. It allows teams to rapidly build, deploy, and manage mission-critical applications and custom AI agents, ensuring full SDLC governance. The platform offers visual development, pre-built reusable components, and AI assistance throughout the development lifecycle, accelerating time-to-market by up to 10x compared to standard coding. Key features include OutSystems Mentor for AI-driven development and OutSystems Agent Workbench for creating and orchestrating custom AI agents. It supports integration with existing systems like ERP, CRM, and databases via APIs and prebuilt connectors, and allows for third-party AI tool integration such as Amazon Bedrock, ChatGPT, and Azure OpenAI. OutSystems is suitable for large organizations requiring scalability, security, and compliance.

thinkstack.AI is a no-code platform for generating and embedding custom AI agents and chatbots. Users can create AI agents and chatbots for support and sales, customizing personas and deploying them across multiple digital channels like WhatsApp, Instagram, Messenger, Slack, and websites. The platform allows training AI chatbots on various data sources, including URLs, files, CSVs, Q&A inputs, and Notion workspaces. Key features include automating customer actions, conversational forms, seamless human handoff, and AI suggestions. It also offers integrations with CRMs, APIs, Zapier, and Google Drive, and provides multilingual support in over 90 languages, making it suitable for diverse industries such as healthcare, SaaS, banking, retail, and hospitality.

Boltic is an enterprise-grade AI-powered workflow automation platform designed to streamline operations, personalize experiences, and ensure compliance across various industries including finance, e-commerce, healthcare, and B2B/RevOps. It features a drag-and-drop workflow builder, AI agents for automating tasks and decisions, and secure compute layers (MCP servers) to power AI. Boltic also provides tools for data integration (Pipes, Streams), serverless function execution, synthetic monitoring, and secure storage. It integrates with numerous applications, allowing users to automate emails, messages, alerts, and sync with CRMs, payment solutions, and embed AI models directly into workflows. The platform is SOC 2 Type II certified and GDPR compliant, ensuring enterprise-grade security and data protection.

Shotgun Code is a desktop power-tool designed to connect local codebases with powerful Large Language Models. It goes beyond simple file copying by intelligently packaging project context and executing prompts directly against various LLMs, including OpenAI (GPT-4o/GPT-5), Google Gemini (2.5/3 Pro & Flash), and OpenRouter. Key features include AI-powered Auto-Context for relevant file selection, direct API integrations, built-in prompt templates for different roles, and a comprehensive history and audit log. It aims to solve common issues like context cutoff and missing files, enabling developers to blast massive context payloads instantly and streamline their LLM-driven coding workflows.

AGiXT is a comprehensive AI automation platform designed to transform interactions with artificial intelligence. It features over 40 built-in extensions, multi-provider support for services like OpenAI, Anthropic, Google, and Azure, and enterprise-grade capabilities including OAuth, multi-tenancy, and advanced security. The platform enables natural language control over complex systems, workflow automation through chained services, and real-time integration via WebSockets and webhooks. AGiXT serves as a central nervous system for digital and physical environments, facilitating tasks from smart home device control to enterprise asset management and cryptocurrency trading.

suna is a platform designed for the development, management, and training of AI agents. It empowers users to create autonomous AI agents capable of acting independently across a variety of use cases. The platform supports the full lifecycle of agent development, from initial design to deployment and ongoing optimization. While the provided content is a GitHub pricing page, it indicates that suna is likely a tool for developers and organizations looking to integrate AI capabilities into their workflows, offering features related to code creation, workflow automation, and application security.

ComfyUI-Prompt-Assistant is a comprehensive plugin designed to enhance prompt engineering workflows within ComfyUI. It offers one-click access to various large language models (LLMs) and vision-language models (VLMs), including Zhipu, Silicon Flow, Gemini, local Ollama, and Baidu, for tasks such as prompt translation, refinement, expansion, and image/video captioning. The tool supports preset insertion for frequently used prompts, historical prompt search, and a robust tag management system with customizable categories and collections. It also features a re-engineered architecture for improved response speed and stability, multi-language UI support, and optimized API and Ollama integration. The plugin aims to be an all-in-one solution for managing and optimizing prompts in ComfyUI.

SwiftChat is a lightning-fast, cross-platform AI Assistant App built with React Native, offering a personal AI workspace for chatting, creating apps, and more. It is powered by Amazon Bedrock and is compatible with other model providers such as Ollama, DeepSeek, OpenAI, and OpenAI Compatible models. The app features a minimalist design, robust privacy protection, real-time streaming conversations, AI image generation, instant web app creation, and voice conversation capabilities. Key functionalities include background app creation with Live Activity/notifications, web search for real-time information, rich Markdown support, and multimodal analysis. SwiftChat emphasizes fast launch speeds, responsive performance, and secure, local-only data storage with no user tracking.

AIRTIFICIAL is a global leader in technological solutions for industrial processes, offering differentiation through the application of advanced technologies such as artificial intelligence, collaborative robotics, and vision systems. The company focuses on providing unique solutions tailored to client challenges across three main business lines: Intelligent Robots, Aerospace & Defense, and Infrastructures. With a global presence spanning three continents and a team of 800 professionals, over 50% of whom are dedicated to design and engineering, AIRTIFICIAL serves industries including automotive, aeronautics, and infrastructure. They aim to enhance the application of AI and technology for the benefit of people.

tgpt is a cross-platform Command-Line Interface (CLI) tool designed to bring AI chatbot capabilities directly into your terminal. It offers a free and efficient way to interact with various AI providers without needing a graphical user interface. Users can easily install tgpt on GNU/Linux, MacOS, and Windows systems using package managers like pacman, Homebrew, Go, Scoop, or Chocolatey, as well as direct installation scripts. The tool supports proxy configurations and allows for easy updates. tgpt is ideal for developers and technical users who prefer to leverage AI functionalities within their command-line environment for tasks like code generation, quick queries, or automating workflows.

Conversario is an AI-powered community building tool designed to strengthen dialogue and community management across all digital channels. It helps protect communities from hate speech and spam while promoting constructive interactions. The tool integrates with social media, apps, chats, websites, chatbots, email, and intranets, consolidating all community communication into one platform. Conversario offers AI support for 24/7 protection, identifies key interaction opportunities, and automates time-consuming tasks, allowing community managers to focus on strategic engagement. It also provides flexible workflows to adapt to existing processes, helping users understand their audience better and drive engagement.

tokencost is an open-source Python library designed to provide easy token price estimates for over 400 Large Language Models (LLMs). It helps developers accurately calculate the USD cost of using major LLM APIs by estimating the cost of both prompts and completions. The tool tracks the latest price changes from LLM providers and offers token counting functionality using Tiktoken for OpenAI models and Anthropic's beta API for newer Claude models. It integrates seamlessly into AI agent development workflows, allowing for cost calculation with a single function call, making it an essential tool for budget management and cost optimization in AI applications.

Top AI Girlfriend is an application designed to simulate virtual relationships through AI, offering companionship through intelligent conversation and interaction. The tool utilizes natural language processing to facilitate coherent dialogue, ensuring a more realistic and engaging experience. It also incorporates emotional recognition technology to enhance the AI's responsiveness and understanding. Users can customize the AI's personality to align with their preferences, allowing for a more personalized virtual relationship. This platform aims to provide a unique form of companionship for individuals seeking interactive and emotionally aware AI interactions.

LatentBridge is a full-stack global AI innovation partner specializing in helping regulated enterprises move from fragmented workflows to measurable outcomes. The platform offers custom-built, regulation-aligned AI solutions for banks, financial services organizations, and law firms. Key services include AI Labs for converting emerging AI into practical frameworks, Advisory for defining AI strategy and governance, and Engineering & Delivery for embedding AI into live workflows. LatentBridge emphasizes governance embedded by design, ensuring solutions are explainable, auditable, and regulator-ready. Their products, Epic AI and IntellixCore, provide enterprise knowledge retrieval and orchestration capabilities, respectively, enabling significant reductions in manual effort and faster turnaround times for critical operations like KYC, client onboarding, and legal research.

Trip Club is an AI-powered travel planning platform designed to simplify and enhance the trip planning process. It acts as an AI concierge, assisting users in creating personalized travel itineraries. The tool leverages artificial intelligence to generate optimized travel plans, taking into account specific details such as desired locations, travel dates, and any special requests or preferences. Trip Club aims to make itinerary planning seamless and enjoyable, removing the complexities often associated with organizing trips. While the website currently offers limited information beyond its core function, its focus is clearly on delivering efficient and tailored travel solutions.

SpaceTime Labs specializes in developing deep-tech ventures that leverage Artificial Intelligence and Robotics to transform global agriculture and mining industries. The company focuses on creating Digital Twins designed to enhance productivity, achieve deep decarbonization, and foster climate resilience across various sectors. Their investment theses include a 40-fold increase in productivity, enabling carbon sequestration, transforming physical industries through a computational bioeconomy, and transferring climate risk to capital markets. SpaceTime Labs has successfully launched ventures like Moray for agricultural input optimization, Ubiratã for monitoring and risk management in steel, cement, and metal refining, and ItaDT for optimizing critical mineral discovery and exploration.

NeoInstinct is an AI Agents & Automation tool focused on building AI Experts for quantitative business processes. It develops the Large Decision Model (LDM), a foundation model for Reinforcement Learning, designed to adapt to any decision process. The platform aims to optimize Key Performance Indicators (KPIs) by allowing AI to discover profitable decisions through experimentation in complex environments. NeoInstinct offers Decision Business Intelligence, providing RL-based actionable insights that visualize optimal decisions and audit past choices. It provides on-premise LDM-powered agents tailored to unique quantitative business processes, enabling a smooth transition from suggestions to full autonomy. Examples include optimizing bioreactor control, product ordering, and drug prescription.

Netbiis is a digitally native consultancy specializing in hybrid intelligence solutions, integrating marketing, design, and engineering at scale. The platform unifies customer data, automates operations, and leverages AI to create impactful digital experiences that foster business growth. Netbiis has a proven track record, having delivered over 400 digital projects, invested more than 500,000 hours, managed 400 million customer profiles, and powered over 10 billion personalized interactions globally. Their modular services include Marketing & AdTech, AI Engineering, Capacity Expansion, and Consulting, offering tailored solutions for personalizing customer journeys, modernizing tech stacks, and team training.