Discover integrations, agent tools, frameworks, and learning resources for AI agents.

This repository provides an implementation of a memory-efficient multi-head attention mechanism, optimizing the traditional self-attention approach. It is designed for researchers and developers working on deep learning models that require efficient memory usage.

The Model Context Protocol (MCP) server facilitates interactions with Kagi Search and other tools. It is designed for developers looking to integrate advanced search capabilities into their applications.

This tool allows MCP servers to retrieve transcripts from YouTube videos, enhancing the accessibility of video content. It is ideal for developers looking to integrate video transcript capabilities into their applications.

AIDA transforms any LLM into an autonomous penetration tester, allowing users to define the scope while the agent conducts the testing. This tool is ideal for security professionals seeking to automate vulnerability assessments and enhance their pentesting capabilities.

Bug Hunter is an adversarial AI tool designed to autonomously detect and fix security vulnerabilities, logic errors, and runtime bugs in code. It is ideal for developers seeking to enhance code quality and security through automated bug detection and resolution.

Cursor Rules for Java is a curated collection of skills and agents designed to enhance Java Enterprise development workflows with AI agents. It is ideal for developers looking to integrate AI capabilities into their software development lifecycle.

Minion Agent is a versatile agent framework designed for various tasks including browser automation and deep research. It is ideal for developers looking to build and deploy intelligent agents across multiple platforms.

Overeasy is a framework designed to orchestrate zero-shot computer vision models, enabling developers to leverage advanced AI capabilities. It is ideal for AI practitioners and researchers looking to implement cutting-edge computer vision solutions in their projects.

Open Research ANA is an AI agent-native research canvas application that enables real-time search with Human in The Loop capabilities. It is designed for researchers and developers looking to enhance their research workflows with AI integration.

Performance Monitor is an open-source tool designed for SQL Server performance monitoring, featuring real-time alerts and a graphical plan viewer. It is ideal for database administrators and developers looking to optimize SQL performance across various environments including SQL Server and Azure SQL.

Solon AI is a Java application development framework designed for building AI applications with support for various advanced features like LLM-tool and RAG. It is ideal for developers looking to integrate AI capabilities into Java-based applications across multiple frameworks.

OpenCow is an open-source platform that assigns autonomous AI agents to manage various tasks such as features, campaigns, reports, and audits. It is designed for teams looking to enhance productivity and control through task-driven AI automation.

Reflexion is an autonomous agent designed to utilize dynamic memory and self-reflection capabilities. It is ideal for developers looking to implement advanced AI functionalities in their applications.

MCP HFSpace is a server designed to utilize HuggingFace spaces with easy configuration options. It is ideal for developers looking to integrate AI capabilities into their local environments seamlessly.

The Model Context Protocol server provides a robust framework for integrating AI models with GraphQL APIs. It is designed for developers looking to build scalable applications that leverage AI capabilities.

Claude Skills MCP is a server designed for searching and retrieving Claude Agent Skills through vector search. It is ideal for developers looking to enhance their applications with advanced AI capabilities.

Skillport enables the integration of agent skills into any AI agent or coding agent through a command-line interface or management control panel. It is designed for developers looking to enhance their AI applications with versatile skill management capabilities.

Coolify MCP is a server designed for managing self-hosted PaaS with 42 optimized tools, leveraging AI assistants for enhanced deployment and infrastructure management. It is ideal for developers and DevOps teams looking to streamline their application hosting and management processes.

This MCP Server enables OSC control for Ableton Live, allowing for seamless integration and control of music production workflows. It is ideal for musicians and developers looking to enhance their live performance setups with custom automation and control features.

OpenTeams enables teams to collaborate and execute tasks using multiple AI agents, enhancing productivity and efficiency. It is designed for organizations looking to leverage AI for team-based project management and execution.

This repository provides a comprehensive guide to understanding and utilizing large language models. It is ideal for developers and researchers looking to enhance their knowledge and skills in AI and machine learning.

This tool allows users to run PyTorch models directly in the browser using ONNX.js, making it easier to deploy machine learning models on the web. It is ideal for developers looking to integrate AI capabilities into web applications without server-side dependencies.

A2A Go SDK provides a robust framework for implementing the A2A protocol in Go applications. It is designed for developers looking to build multi-agent systems and enhance communication between agents.

DB MCP Server is a powerful multi-database server that implements the Model Context Protocol (MCP) to provide AI assistants with structured access to various databases. It is designed for developers looking to integrate AI capabilities with multiple database systems seamlessly.

Dex is your AI Chief of Staff, designed as a personal operating system starter kit that adapts to your role without requiring coding skills. It is ideal for professionals seeking to enhance their productivity and personal knowledge management with AI assistance.

Gemini Flow is a powerful tool that transforms the Gemini CLI into an autonomous AI development team, enhancing workflow automation and collaborative development. It is designed for developers looking to streamline their coding processes and improve productivity through AI-driven solutions.

This repository contains reading notes on top conference papers related to LLM algorithms, including topics like multimodal, PEFT, and agents. It is designed for algorithm engineers and researchers looking to deepen their understanding of LLMs and their applications.

Deepkit ML is a collaborative real-time open-source machine learning development tool that facilitates experiment execution, tracking, and debugging. It is designed for developers and data scientists looking to streamline their machine learning workflows with integrated project management tools.

LLM Studio is a framework designed to facilitate the deployment of large language model applications into production. It is ideal for developers and data scientists looking to streamline their LLM workflows and enhance operational efficiency.

This tool allows users to run MATLAB code within Jupyter Notebooks, enhancing the functionality of Jupyter environments. It is ideal for data scientists and researchers who want to leverage MATLAB's capabilities alongside Jupyter's interactive features.

OpenClaw Multi-Agent Kit provides production-tested templates for deploying multi-agent AI teams with Telegram integration. It is designed for developers looking to implement complex AI workflows with multiple agent personalities and shared contexts.

Potato is a versatile annotation tool designed for various data types including audio, images, and text. It is ideal for data scientists and machine learning practitioners looking to label datasets efficiently for training AI models.

Sophia is an innovative optimizer designed to significantly reduce model training costs while enhancing speed. It is ideal for AI developers and researchers looking to improve the efficiency of their machine learning workflows.

This repository offers a collection of diverse artificial intelligence projects, showcasing various techniques and applications. It is ideal for learners and practitioners looking to explore practical implementations of AI concepts.

Azan MCP is a lightweight library designed to calculate prayer times and trigger Azan notifications effortlessly. It is ideal for developers building AI agents or prayer applications who want to avoid complex astronomical calculations and time zone issues.

Bagel allows users to interact with robotics, drone, and IoT data through a conversational interface, effectively bringing ChatGPT capabilities to the physical world. It is ideal for developers and engineers working with robotics and IoT systems who seek an intuitive way to manage and analyze their data.

MCP AKTools provides data querying and analysis capabilities for stocks and cryptocurrencies, making it a valuable resource for traders and analysts. This tool is designed for users looking to integrate financial data analysis into their workflows.

AI Dive Deep is an interactive field manual designed for operators, featuring 39 chapters and various interactive widgets. It is ideal for those looking to enhance their understanding of AI agents and their practical applications.

Amazon Buy Bot is an automated tool designed to quickly search for and purchase items on Amazon. It is ideal for users looking to streamline their online shopping experience by automating the add-to-cart and checkout processes.

This repository provides a collection of application security skills tailored for AI coding agents. It is designed for developers and security professionals looking to enhance their AI agents with robust security capabilities.

Bazi MCP is a server designed to manage and process Bazi (八字) information effectively. It is ideal for developers looking to integrate Bazi data into their applications or services.

The Open Source AI & Data Landscape provides a comprehensive overview of top-tier projects in the open-source AI and Data ecosystem. It is designed for developers and researchers looking to explore and understand the landscape of AI and data projects through various metrics and insights.

PlanExe allows users to create detailed plans from simple descriptions in just minutes, streamlining the planning process. It is ideal for project managers and teams looking to enhance their planning efficiency with AI-driven tools.

Agent Wiz is a CLI tool designed for threat modeling and visualizing AI agents, making it ideal for developers and security professionals. It supports popular frameworks like LangGraph, AutoGen, and CrewAI, providing a versatile solution for enhancing AI agent security.

LangChain Google provides interfaces to Google's suite of AI products, including Gemini and Vertex AI. It is designed for developers looking to integrate these powerful tools into their applications seamlessly.

Llama Agents provides an event-driven, async-first framework for controlling the execution flow of AI applications. It is designed for developers looking to build and orchestrate AI agents efficiently.

This tool provides a server for Claude to access Outlook data through the Microsoft Graph API. It is designed for developers looking to integrate Outlook functionalities into their applications seamlessly.

Model Context Protocol (MCP) provides a set of servers, clients, and developer tools for building AI applications. It is designed for developers looking to integrate and manage AI models effectively.

LocalForge is a coding agent designed to enhance the coding experience with a user-friendly interface. It is ideal for developers looking to streamline their coding processes and integrate AI capabilities into their workflow.

This repository provides an MCP Server implementation designed for integration with Xcode. It is ideal for developers looking to enhance their Xcode environment with a robust server solution.