AI Agents & Automation

Droids Agency specializes in developing and implementing AI and intelligent automation solutions that deliver practical results and documented impact. They offer end-to-end project management, guiding clients from initial concept to successful implementation and measurable outcomes. The agency emphasizes strategic prioritization, robust architecture, effective adoption, change management, and continuous measurement of impact. They work closely with organizations to analyze existing processes, identify areas where AI and automation can create the greatest value, and ensure solutions are well-integrated and sustained within the organization. Their services include AI CoPilot Studio, RPA Strategy, and various AI-powered products like Roboref, Fleet Optimiser, and Smart Mail.

The mcp-server-browserbase is an open-source server that implements the Model Context Protocol (MCP), enabling Large Language Models (LLMs) to interact with web browsers. It leverages Browserbase and Stagehand to provide cloud browser automation capabilities, allowing LLMs to navigate web pages, extract information, and perform automated actions. This tool offers both a self-hostable version and a recommended hosted version for easier setup. It exposes six core tools: `start`, `end`, `navigate`, `act`, `observe`, and `extract`, facilitating comprehensive browser control. Users can configure it to use various LLM models, including Gemini, GPT-4o, and Claude, with options for custom API keys and advanced features like proxies and stealth mode.

evaluagent is an AI-powered platform designed for call center quality assurance and performance improvement. It leverages Auto-QA to evaluate every conversation across all channels, including calls, chats, and emails, using explainable AI scores and human-in-the-loop review. The tool offers Conversation Intelligence to uncover hidden insights, risks, and opportunities from interactions. It connects these insights to improvement workflows with built-in feedback, coaching, and remediation actions, helping contact centers measure, understand, and improve every customer interaction. evaluagent integrates with existing contact center, CRM, and workforce tools, ensuring data security and compliance, and allows for custom scorecards and flexible workflows.

Awesome-Self-Evolving-Agents is a comprehensive survey and curated list of resources focusing on self-evolving AI agents. It delves into the new paradigm bridging foundation models and lifelong agentic systems, offering insights into single-agent optimization, multi-agent optimization, and domain-specific optimization techniques. The repository categorizes various approaches, including LLM behavior optimization, prompt optimization, memory optimization, and tool optimization, with representative methods and associated research papers and code. It is an invaluable resource for researchers and developers seeking to understand and contribute to the advancements in AI agent technology and automated workflows.

awesome-self-supervised-learning is a comprehensive, curated list of resources focused on self-supervised learning methods. Inspired by other 'awesome' lists, this repository serves as a central hub for researchers and academics interested in this rapidly evolving field. It categorizes resources by domain, including Computer Vision (Image, Video, 3D), Audio, Machine Learning, Reinforcement Learning, Robotics, Natural Language Processing, and Automatic Speech Recognition. Each entry typically includes links to the paper (PDF) and associated code, along with conference and year information, making it an invaluable reference for staying updated on the latest advancements and foundational theories in self-supervised learning.

awesome-sentiment-analysis is a comprehensive, curated repository offering a wealth of resources for sentiment analysis and related natural language processing (NLP) areas. It includes modern transformer-based libraries like Hugging Face Transformers, RoBERTa, and specialized models such as ModernFinBERT, alongside traditional libraries like NLTK, spaCy, and CoreNLP. The repository also features extensive resources such as lexicons (AFINN, SentiWordNet), datasets (classic and recent benchmarks), and pretrained language models (LLMs, BERT family). It covers advanced topics like multimodal sentiment analysis, multilingual methods, LLM techniques (prompt engineering, RAG), evaluation benchmarks, and explainable AI for sentiment analysis. This makes it an invaluable resource for researchers, developers, and practitioners working in the field.

d-Matrix is revolutionizing Generative AI inference by offering an ultra-low latency, high-throughput computing platform. Their innovative approach integrates memory and compute efficiently, addressing the memory bottleneck prevalent in modern AI systems. The platform, featuring Corsair™ and JetStream™, leverages 3D stacked digital in-memory compute (3DIMC™) architecture and chiplet-based design to scale models up to 100 billion parameters. It is designed to deliver significant performance improvements and power efficiency compared to standard GPU-only pipelines, making large-scale AI inference commercially viable and sustainable. d-Matrix aims to provide blazing fast, interactive-speed AI inference without compromising on efficiency or scalability for data centers.

Magick is a cutting-edge visual AIDE (Artificial Intelligence Development Environment) designed for creating no-code data pipelines and multimodal AI agents. It allows users to connect to popular services and leverage a wide array of pre-built nodes and connectors. Key features include real-time agents capable of independent actions and interactions across different modalities with unified memory, social connectors for platforms like Discord and Twitter, and powerful graph-based IDE for complex data pipelines. Magick simplifies the process of building intelligent agents, chatbots, complex reasoning systems, and realistic characters without extensive coding knowledge, making AI development accessible through its intuitive node-based environment.

TensorStax is an autonomous AI platform designed for data engineers, leveraging AI agents to plan, generate, and maintain production-grade data pipelines. It integrates seamlessly with popular data tools such as dbt, Airflow, Spark, AWS Glue, and Databricks. The platform allows users to describe their desired data infrastructure, after which TensorStax generates a structured plan and the necessary code. Key features include self-healing pipelines with autofix and Git integration, automated data model and test generation, and built-in security with HashiCorp Vault. TensorStax ensures compliance with enterprise security standards like SOC2 Type 2 and offers dry-run validation before deployment, providing full control and observability over data workflows.

DigAÍ offers a Talent Intelligence Platform specifically designed for corporate HR departments. This AI-powered solution streamlines the recruitment process, ensuring intelligent candidate selection and management. The platform is built with LGPD (Lei Geral de Proteção de Dados) compliance in mind, providing a secure and legally sound environment for handling sensitive candidate data. It also boasts dedicated support and integration capabilities, making it a comprehensive tool for modern HR operations. DigAÍ aims to enhance efficiency and effectiveness in talent acquisition through advanced AI functionalities, catering to the specific needs of businesses looking to optimize their human resources.

Invisible is a technology company focused on developing advanced AI agents capable of handling specific job-level tasks. Their primary offering, Taka, functions as an AI personal finance team, aiming to replicate the comprehensive services of a human financial advisory firm. This tool is designed to assist users with various aspects of personal finance, leveraging artificial intelligence to provide insights and management capabilities. While the specific features are not detailed, the core concept revolves around intelligent automation for financial planning and management, suggesting a sophisticated approach to personal financial well-being.

Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server designed to expose your Chrome browser's functionality to AI assistants such as Claude. This enables advanced browser automation, in-depth content analysis, and semantic search capabilities directly within your daily browsing environment. Unlike traditional automation tools, mcp-chrome leverages your existing user habits, configurations, and login states, allowing large language models to seamlessly control your browser. Key features include chatbot/model agnostic integration, fully local operation for privacy, streamable HTTP and cross-tab context, built-in vector database for semantic search, and AI-powered text extraction. It also supports over 20 tools for screenshots, network monitoring, interactive operations, bookmark management, and browsing history, with SIMD-accelerated AI for faster vector operations.

RWAI - Real World Artificial Intelligence specializes in deploying AI agents to automate business processes, ensuring security, scalability, and immediate impact. Their offerings include AI Agents for routine task automation, AI Box for secure, locally-operated AI without cloud dependency, and Concierge for pre-qualifying IT requests and generating structured tickets. RWAI also provides AI guidance, assisting companies from initial AI concepts to product development. They emphasize a strategic approach to AI implementation, focusing on clear goals, prioritized use cases, and robust architecture to achieve real business impact and competitive advantages.

awesome-LangGraph serves as a comprehensive index for the LangChain and LangGraph ecosystem, offering a curated collection of frameworks, templates, and real-world projects. It is designed for teams aiming to build, observe, evaluate, and deploy stateful, tool-using AI agents. The repository covers the full lifecycle of agent development, from core libraries and integrations to platform tooling for observation, evaluation, and reliable deployment. It features core frameworks like LangChain, LangGraph, Deep Agents, and LangSmith, alongside integrations, official projects, community projects categorized by use case (e.g., RAG, web automation, finance), starter templates, and learning resources. This makes it an invaluable resource for both prototyping and operating production-grade agent systems.

Garuda Robotics specializes in developing intelligent autonomous robots, particularly aerial robots, combined with AI-powered workflow software. The company aims to empower enterprises and governments to automate and digitalize critical operations across various sectors. Their product line includes the Cerana UAV Series, designed for autonomous operations in complex urban environments, alongside AI applications like OVERWATCH, TENERA, and Facilities 4.0. Garuda Robotics offers services such as consulting, flight services, and training, and their AI applications are leveraged for increased efficiency and productivity in agriculture, facilities management, security, and emergency response. The Garuda Plex platform provides tools for project planning, drone deployment, asset management, and flight logging.

Gen Auto AI specializes in generative AI solutions for the automotive industry, focusing on autonomous robotic vehicles. The company offers products like G-Assess, which automates safety analysis to reduce development timelines and secure budgets, and G-Sim, which enhances autonomous systems through seamless Digital-Twin simulations and edge-case checks. Their services include comprehensive safety assessments, ensuring compliance with standards like ISO 26262 and UL 4600, and security analysis to safeguard autonomous systems from cyber threats, adhering to ISO 21434. Gen Auto AI leverages cutting-edge AI to identify risks, propose mitigation strategies, and automate verification and validation processes for future-ready autonomous vehicles and robotics.

PartyRock is an innovative no-code AI application builder developed by AWS, designed to simplify the creation of generative AI applications. It functions as an Amazon Bedrock playground, enabling users to experiment with prompt engineering and utilize various foundation models without needing extensive coding knowledge. The platform provides an intuitive interface for building AI apps, making advanced AI capabilities accessible to a broader audience. Users can quickly prototype, test, and share their AI creations, fostering rapid iteration and development. This tool is ideal for those looking to explore the potential of generative AI and Amazon Bedrock in a user-friendly environment.

Trubrics offers AI automation solutions specifically designed for real estate finance operations. The platform leverages intelligent AI agents to streamline accounts payable (AP) and accounts receivable (AR) processes, aiming to enhance efficiency and reduce manual effort. It integrates with existing ERP and property management systems, allowing businesses to scale their financial operations seamlessly. Trubrics helps real estate finance teams automate repetitive tasks, ensuring smoother workflows and improved financial management. The tool is built to support the unique needs of the real estate sector, enabling faster processing and better operational control.

workstreams.ai is an intuitive visual project management and collaboration tool designed to enhance teamwork and streamline processes. It integrates AI-powered features such as an AI Task Description Generator, AI Subtask Generator, and AI Prompt Collaboration to boost productivity. Users can manage tasks with Kanban boards, allocate time, and track progress with an in-app calendar. The tool supports automated repeating tasks, ownership assignments, and auto-forwarding rules for workflows. It offers award-winning integrations with Slack and Microsoft Teams, allowing task creation directly within chat channels. With features like 'Frozen tasks' and the 'GetStuffDone index', workstreams.ai provides valuable insights to improve efficiency and identify bottlenecks, making it ideal for teams seeking to automate and optimize their project workflows.

Uplifted is an AI-powered platform designed for creative asset management and analytics, specifically tailored for advertising and marketing teams. It automatically organizes, tags, and makes creative assets searchable, linking them directly to performance data from ad accounts. The platform breaks down assets into key moments like hooks, CTAs, and product shots, providing scene-level analytics to identify what drives results. Uplifted also features an AI Creative Brief generator and an AI Creative Strategist to help teams brainstorm, analyze, and brief new ad campaigns based on proven performance. It aims to streamline ad iteration and remixing, allowing users to quickly build new variations from top-performing clips.

LunaBill is an AI-powered solution designed to automate medical billing calls for healthcare providers, significantly reducing Days in Accounts Receivable (AR). Its AI voice agents handle tedious insurance calls for claim status inquiries, AR recovery, and appeal follow-up. The system is capable of auto IVR navigation, gathering detailed information from payers, and even reprocessing claims or escalating appeals on the spot. LunaBill integrates seamlessly with existing EHR or PM systems, requiring no workflow changes. It is HIPAA-certified, SOC 2 compliant, and audit-ready, ensuring secure and compliant operations. By automating up to 150,000 insurance calls monthly, LunaBill helps recover millions in revenue and reclaims thousands of staff hours.

UserGems is an AI Command Center designed for outbound sales and Account-Based Marketing (ABM). It centralizes all signals, data, and prioritization, enabling the deployment of AI agents to execute personalized outbound campaigns and ABM strategies at scale. The platform leverages contact-level signals to identify buyers showing intent, offering transparent AI scoring that users can tune and trust. UserGems integrates with existing CRMs, sales engagement platforms, and advertising tools to orchestrate sales and marketing efforts, ensuring warm buyers are targeted across multiple channels simultaneously. It also features continuous learning, with AI agents improving over time based on deal outcomes and rep performance, and offers a money-back guarantee on pipeline generation.

Liba Space, also known as 篱笆帮, is an AI innovation company specializing in combining artificial intelligence with human expertise to revolutionize the job search and recruitment process. The platform offers AI mentors and job-hunting agents designed to provide personalized guidance. Key services include top-tier 1-on-1 coaching, customized career planning, and background enhancement for job seekers in North America. Beyond individual support, Liba Space also develops recruiter agents and other intelligent workforce solutions, aiming to streamline hiring processes and improve talent acquisition strategies for businesses. The tool focuses on delivering tailored support to help individuals navigate their career paths effectively.

Elyspr is an AI-powered SaaS software solutions agency focused on business digitalization and automation across various industries. Their offerings include specialized systems like ElyTicket for intelligent customer support ticketing with automated routing, ElySalon for all-in-one salon management with WhatsApp booking and POS, ElyCrew for smart GPS-based workforce and attendance management, and ElyDine for offline-ready restaurant management with QR ordering. They also provide ElyChat for WhatsApp guest services in hospitality, ElyVentory for smart inventory management, and ElyStitch for intelligent tailoring management. Additionally, Elyspr offers custom software development tailored to unique business needs, aiming to modernize and streamline operations.