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

This repository provides a tutorial for using LangGraph agents with MCP servers, making it easier for developers to integrate these technologies. It is ideal for those looking to enhance their understanding of agent frameworks and server interactions.

MCP Perplexity Server is a Model Context Protocol server designed for intelligent code analysis and debugging using Perplexity AI’s API. It is ideal for developers looking to enhance their coding workflow with advanced AI capabilities.

MCP Platform is a flexible solution that offers Docker and Kubernetes backends along with a lightweight CLI for seamless integration. It is designed for developers looking to efficiently manage server deployments and request routing with sensible defaults and YAML-based configurations.

This repository provides a curated list of MCP servers that connect AI assistants to various public datasets from federal sources. It is ideal for developers and researchers looking to access and utilize open government data effectively.

Bhived is an MCP server that provides AI agents with shared memory, skills, and tool discovery. It is designed for developers looking to enhance their AI agents with advanced memory and skill capabilities.

This is a state-of-the-art Model Context Protocol (MCP) server that integrates seamlessly with Google's Gemini AI models. It is designed for developers looking to leverage advanced AI capabilities in their applications.

This tool automates ad operations for Google Ad Manager using AI assistants, allowing users to manage campaigns and creatives through natural language. It is designed for marketers and advertisers looking to streamline their ad management processes.

This tool serves as an MCP server for integrating with the HeadHunter API, allowing users to search for jobs, manage resumes, and apply to vacancies using AI. It is designed for developers and organizations looking to enhance their recruitment processes with AI capabilities.

Mimo MCP encapsulates Xiaomi's multimodal capabilities, including dialogue, image, video, TTS, and voice cloning into a standard input/output MCP server. It is designed for developers looking to leverage these advanced features in their applications using Claude Code and Codex.

Nova Agent showcases advanced Retrieval-Augmented Generation (RAG) and design patterns for agentic workflows. It is designed for developers looking to implement sophisticated agent frameworks using LangChain and LangGraph with AWS services.

This tool provides a real-time voice AI agent utilizing Amazon Nova Sonic and AWS Bedrock AgentCore, featuring bidirectional streaming and a React UI. It is designed for developers looking to implement voice AI solutions with easy deployment and local development capabilities.

OpenTelemetry Hooks provides integration for AI agents to record activity and export telemetry data using the OTLP protocol. This tool is ideal for developers looking to enhance observability in their AI applications.

Ouro Loop provides a structured autonomous loop for AI coding agents, ensuring they operate within defined boundaries and undergo verification and self-reflection. This tool is ideal for developers looking to enhance the safety and autonomy of their AI coding agents.

QozeCode is a lightweight command-line AI agent designed to automate complex development tasks by integrating reasoning capabilities of large language models with terminal operations. It is ideal for developers looking to enhance their productivity through intelligent command-line interactions.

This repository provides a comprehensive guide for interview preparation focused on Retrieval-Augmented Generation (RAG) architectures. It is ideal for candidates looking to deepen their understanding of RAG concepts and prepare for technical interviews in AI and machine learning.

Semantic Validation integrates OpenAI's language models with validation systems to perform semantic checks on data and queries. This tool is ideal for developers looking to enhance their applications with natural language understanding capabilities.

Shuyixiao Agent is a smart agent project based on the modern AI Agent framework LangGraph and Gitee AI. It offers a clear code structure, detailed documentation, and rich examples, making it suitable for learning and reference.

SRE Agent is an autonomous tool designed for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. It is ideal for site reliability engineers looking to automate SRE tasks in cloud-native environments.

Systemprompt MCP Core is the foundational extension for the Systemprompt MCP multimodal client, enabling seamless integration of various AI functionalities. It is designed for developers looking to build and extend multimodal AI applications efficiently.

Taskflow AI is a pure MCP server designed for seamless integration with Claude Desktop, Cursor, and Windsurf. It provides a complete, secure, and user-friendly solution for developers looking to implement workflow engines in their applications.

Thunderbird CLI allows AI agents to access and manage emails through Mozilla Thunderbird. It is designed for developers looking to integrate AI capabilities into their email workflows.

This comprehensive training course teaches users how to build, test, and deploy production-ready AI agents using the Google Agent Development Kit. It is ideal for developers and AI enthusiasts looking to enhance their skills in agent development and generative AI.

TxtAI Assistant MCP is a server implementation designed for semantic vector search and memory management. It provides a robust API for developers looking to integrate text-based memory capabilities into their applications using AI models like Claude and Cline.

This tool enables automation of Adobe After Effects through an agent-driven approach, utilizing a server and a CEP plugin. It is designed for motion graphics professionals looking to enhance their workflow with AI-driven tools.

This handbook provides essential guidelines and skills for developing AI coding agents, covering rules, commands, and server hooks. It is ideal for developers and engineers looking to enhance their understanding of AI agent engineering.

This library provides a comprehensive set of over 73 skills for managing Google Ads using AI. It is designed for developers and marketers looking to automate and enhance their advertising strategies with AI capabilities.

This tutorial provides a comprehensive guide to building and utilizing the Monarch agent for various AI applications. It is ideal for developers and researchers looking to enhance their understanding of AI agents and their practical implementations.

Ai Agents Editor House is a multi-agent AI system designed for automated book creation, leveraging Google ADK and Gemini models. It is ideal for authors and content creators looking to streamline the writing process from planning to compilation.

AI Fitness Planner is a full-stack application that generates personalized meal and workout plans using multi-agent workflows. It is designed for fitness enthusiasts and developers looking to integrate AI into health and wellness applications.

AI Flow allows users to build intelligent AI workflows through a user-friendly visual interface. It is ideal for those looking to automate content creation, processes, and integrations in a flexible and extensible manner.

This tool leverages AI to diagnose and resolve Kubernetes issues across various environments, including local and cloud clusters. It is designed for DevOps engineers and Kubernetes administrators seeking efficient troubleshooting solutions.

AI Resume Analyzer is a local-first Flask web app that provides structured feedback on resumes in PDF and DOCX formats. It is designed for job seekers looking to improve their resumes with actionable insights and examples.

The Aras Claude Agent is a Model Context Protocol (MCP) server that facilitates interaction between Claude Desktop and Aras Innovator. It allows users to query data, create items, and call methods directly from their AI assistant, making it ideal for developers looking to enhance their workflows with AI capabilities.

Assemble is a Terraform-based framework designed for AI agents, allowing developers to manage configurations across multiple platforms seamlessly. It is ideal for developers looking to streamline their AI agent deployments without dependencies.

This guide provides a comprehensive, implementation-focused approach to evaluating Large Language Models and Agentic AI in production environments. It is designed for AI practitioners and researchers looking to enhance their evaluation methodologies and frameworks.

This repository is a curated collection of exceptional ChatGPT and Claude agents, along with AI-powered development tools. It serves as a valuable resource for developers and enthusiasts looking to explore and utilize various AI agents and tools.

This repository curates over 400 Korean AI coding agent skills, including those for Claude Code, Gemini CLI, and Codex. It is designed for developers and AI enthusiasts looking to enhance their automation and coding capabilities with specialized skills.

This repository is a curated collection of notable projects focused on LLM-based web agents and tools. It serves as a valuable resource for developers and researchers interested in exploring innovative applications of large language models in web automation.

This repository provides a curated list of MCP servers, AI agent frameworks, skills, and development tools specifically for Web3 development using Claude Code. It is ideal for developers looking to enhance their projects with AI capabilities in the Web3 space.

Civyk Winwright is a Playwright-style MCP server designed for Windows desktop and browser automation, providing a suite of 59 tools for various Windows applications. It is ideal for developers and testers looking to automate tasks across WPF, WinForms, and web browsers using the Model Context Protocol.

Claude LM Studio Bridge connects the Claude AI with local LLMs running in LM Studio, enabling seamless interaction between the two. This tool is ideal for developers looking to enhance their local AI applications with Claude's capabilities.

Claude Qdrant MCP is a local-first TypeScript server designed for Qdrant, offering client isolation and integration with LM Studio. It is ideal for developers looking to implement scalable document workflows in their applications.

Claude Tools MCP is a server that exposes Claude Code's file and shell tools over HTTP, enabling remote use by any MCP client. It is designed for developers looking to integrate Claude's capabilities into their applications seamlessly.

Code Auditor is an AI-powered tool that autonomously explores and analyzes codebases to detect security vulnerabilities, bugs, and performance issues. It is designed for developers and security professionals seeking to enhance code quality and security through automated analysis and detailed reporting.

Code Crew is a multi-agent orchestration plugin designed for Claude Code, enabling intelligent model routing and skill injection across multiple AI agents. It is ideal for developers looking to automate coding tasks and enhance their development workflow with AI capabilities.

Code Scalpel serves as a Model Context Protocol server, enabling AI agents to analyze and modify codebases with precision. It is ideal for software engineers looking to leverage generative AI in their development workflows.

Comet AI is a privacy-first, AI-native browser that allows users to run local LLMs and connect to various AI services. It is designed for users who prioritize data privacy while leveraging AI capabilities in their browsing experience.

This repository provides structured notes on context engineering for large language models, covering topics like RAG, system prompts, and memory management. It is ideal for AI practitioners and learners seeking to deepen their understanding of these concepts.

This tool provides intelligent context management for AI coding assistants by indexing codebases and building a semantic knowledge graph. It is designed for developers looking to enhance their coding experience with precise retrieval tools and local execution capabilities.

This repository offers a comprehensive collection of resources related to automation in network security, including software, libraries, frameworks, and tutorials. It is ideal for cybersecurity professionals and enthusiasts looking to enhance their knowledge and skills in network automation.