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

Rust MCP SDK is a high-performance, asynchronous toolkit designed for building MCP servers and clients in Rust. It is ideal for developers looking to create efficient and scalable applications using the Model Context Protocol.

Automata is a comprehensive framework designed for AI control architects to build autonomous decentralized systems. It provides the necessary tools and structures for developing intelligent agents across various applications.

This repository provides code and resources for the Azure OpenAI In a Day workshop, aimed at helping developers build better AI solutions using Azure OpenAI services. It is ideal for those looking to enhance their understanding and practical skills in utilizing Azure's AI capabilities.

This repository provides comprehensive materials for a workshop focused on building and deploying AI agents using LangGraph. It is ideal for participants looking to enhance their skills in agentic AI through hands-on experience and practical examples.

MCP Use TS is a framework designed for building AI agents and creating MCP servers with user-friendly UI widgets. It is ideal for developers looking to enhance their workflow with powerful development tools and SDKs.

OrchestKit is a comprehensive AI development toolkit designed for building and deploying applications using Claude Code. It offers a wide range of features, making it ideal for developers looking to create full-stack AI solutions.

SmythOS Studio is an open-source visual AI agent builder that allows users to create and deploy agents using a drag-and-drop interface. It is designed for developers and teams looking for a flexible and intuitive way to manage AI agents across various environments, including local, cloud, and edge deployments.

Agent Sandbox provides a secure local development environment for collaboration with AI coding agents. It is designed for developers looking to integrate AI capabilities into their coding workflows.

The NetBox MCP Server provides a Model Context Protocol (MCP) server for read-only interaction with NetBox data in large language models. It is designed for developers looking to integrate NetBox data into their AI applications seamlessly.

Open Responses Server wraps any OpenAI API interface, providing support for Codex and stateful features. It is designed for developers looking to enhance their applications with advanced AI capabilities.

The Claude Protocol provides a multi-agent orchestration workflow designed for Claude Code, enabling automated task management through Beads CLI. It is ideal for developers looking to streamline their AI agent workflows and enhance productivity.

Facts is a toolkit designed for fact-driven development, enabling developers to leverage AI agents effectively. It is ideal for software engineers looking to enhance their testing and validation processes with AI-driven insights.

Pilipili Auto Video is a fully automated AI video agent that generates videos with subtitles from a single sentence. It is designed for developers and content creators looking to streamline video production using AI technology.

RAFT is a method that combines fine-tuning with a retrieval-augmented generation approach, ideal for developing agents that emulate specific human behaviors. This resource is designed for AI practitioners looking to enhance their models with advanced retrieval techniques.

Switch2AI is a JetBrains IDE plugin that facilitates seamless collaboration between JetBrains IDEs and various AI agents. It is designed for developers looking to enhance their coding workflow with AI tools through instant switching and custom command capabilities.

Agent Audit is a static security scanner designed for LLM agents, focusing on vulnerabilities such as prompt injection and configuration auditing. It is ideal for developers and security professionals looking to enhance the safety of their AI implementations.

Atomic transforms coding agents into reliable and deterministic engineering workflows, enhancing productivity and consistency in software development. It is designed for developers seeking to streamline their coding processes and improve workflow reliability.

This repository provides a curated list of MCP servers and packages, complete with structured JSON configurations. It is ideal for developers looking to explore and utilize various MCP tools and resources in their AI projects.

This GPT-powered bot automates complex online tasks using web browser interactions and API calls. It is designed for developers looking to streamline repetitive online processes with AI capabilities.

This repository provides an overview of agent architecture, covering topics from prompts to context engineering for building AI agents. It is ideal for developers and researchers looking to understand structured prompting, RAG, semantic tools, and multi-agent collaboration with practical methods and reference materials.

ClawMem provides an on-device memory layer for AI agents, enabling efficient retrieval-augmented generation and context management. It is designed for developers looking to enhance AI capabilities with local-first memory solutions.

Custom Modes for Roo Code enhances AI coding assistance configurations for developers using the Roo Code VS Code extension. It is designed for software developers looking to optimize their coding workflow with tailored AI support.

Fabric is a microservice framework designed for agentic workflows, providing security, scalability, and observability. It is ideal for developers looking to build robust and efficient microservice architectures for their applications.

IndyDevTools is an opinionated toolbox designed for Agentic Engineering, leveraging LLM Agents to autonomously solve problems. It is ideal for developers looking to integrate advanced AI capabilities into their applications.

Mongo MCP is a MongoDB server designed for the Model Context Protocol (MCP), providing a robust backend for managing context in AI applications. It is ideal for developers looking to integrate MongoDB with their AI models and workflows.

Waggle Dance is a framework for automating knowledge work using AI agents. It is designed for developers looking to streamline workflows and integrate AI capabilities into their applications.

CC Telegram Bridge is a native CLI tool that enables seamless interaction with Claude Code and Codex via Telegram. It is designed for developers looking to automate workflows and manage multiple bot instances efficiently.

Esperanto provides a unified interface for various AI model providers, simplifying the integration process for developers. It is ideal for those looking to streamline their AI model interactions across different platforms.

JMAP MCP Server is a Model Context Protocol server designed for seamless interaction with JMAP email servers. It is ideal for developers looking to integrate email functionalities into their applications using a modern protocol.

The MCP Server for StarRocks provides a robust framework for managing model contexts in AI applications. It is designed for developers looking to integrate advanced database capabilities into their AI workflows.

Memtrace Public provides structural memory for AI coding agents, utilizing a bi-temporal graph to enhance coding intelligence without relying on LLM calls. It is designed for developers looking to improve their coding workflows with advanced memory capabilities.

Mengram provides a human-like memory system for AI agents, enabling them to learn from experiences and failures. It is ideal for developers looking to enhance their AI applications with advanced memory capabilities using Python and JavaScript SDKs.

The Model Context Protocol server enhances data extraction capabilities using AgentQL, making it ideal for developers looking to implement advanced scraping solutions. It serves as a robust framework for building AI agents that interact with web data efficiently.

The Model Context Protocol server enables AI assistants to connect seamlessly to AFFiNE workspaces, documents, databases, and collaboration APIs. It is designed for developers looking to integrate AI capabilities into their AFFiNE environments.

This tool enables AI assistants to inspect and control the Firefox browser through the Remote Debugging Protocol. It is designed for developers looking to integrate AI capabilities into their web development workflows.

Open Agents Builder provides a user-friendly interface for creating business AI agents tailored to various workflows and use cases. It is designed for businesses looking to streamline operations through automation and AI integration.

Oxidize PDF is a pure Rust library designed for PDF processing, offering structure-aware chunking and various document manipulation features. It is ideal for developers looking to integrate PDF handling capabilities into their applications without relying on machine learning or external dependencies.

Prompt Architect is a Claude Code skill designed to transform vague prompts into structured, expert-level prompts using research-backed frameworks. It is ideal for developers and AI practitioners looking to enhance their prompt engineering skills and improve the quality of their AI interactions.

Voice Lab is a testing and evaluation framework designed for voice agents, providing tools to assess their performance and capabilities. It is ideal for developers and researchers working on voice AI technologies who need a structured approach to testing their systems.

Agentspan is a durable and distributed runtime designed for managing various AI agents seamlessly. It caters to developers looking to orchestrate and deploy agents across multiple platforms including OpenAI and Langchain.

CLI MCP Server provides a command line interface for managing MCP clients with secure execution capabilities. It is designed for developers looking to implement customizable security policies in their applications.

Codex SEO is a comprehensive suite of SEO skills designed to enhance search engine optimization through automation and integration with various platforms. It is ideal for marketers and SEO professionals looking to streamline their workflows and improve their online visibility.

This repository provides sample generative AI stacks built on AWS Generative AI CDK Constructs. It is designed for developers looking to implement generative AI solutions using AWS services.

LLM API provides a unified interface to run any Large Language Model, simplifying the integration of various models into applications. It is ideal for developers looking to leverage machine learning capabilities without dealing with the complexities of individual model APIs.

LSPS enables the use of Language Servers with in-browser editors, providing a flexible solution for developers. It is ideal for those looking to integrate language server capabilities into web-based code editors.

OpenClaw MCP is a secure bridge that connects Claude.ai with your self-hosted OpenClaw assistant, utilizing OAuth2 authentication for enhanced security. This tool is designed for developers looking to integrate AI capabilities into their local applications seamlessly.

This repository provides a comprehensive guide on creating a question-answering system using Langchain and OpenAI. It is ideal for developers and researchers looking to implement advanced AI-driven Q&A functionalities in their applications.

Unreal Engine Skills provides a collection of C++ skills designed for AI coding agents, covering various aspects such as gameplay, rendering, and networking. This tool is ideal for developers looking to enhance their AI agents with specialized Unreal Engine capabilities.

This plugin integrates Bing AI capabilities into AutoGPT, enhancing its functionality for users. It is designed for developers looking to leverage Bing AI within their AutoGPT applications.

This repository is a community-curated collection of AI agent failure modes and battle-tested solutions. It serves as a valuable resource for developers and researchers looking to understand and mitigate potential issues in AI agent implementations.