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

This starter template allows users to deploy AI agents using Amazon Bedrock AgentCore with complete infrastructure scaffolding. It is ideal for developers looking to automate the setup of AI agents with authentication, API, and web interface in a single command.

The Antigravity Ecosystem provides a collection of AI Agents, Task Skills, and Coding Rules to enhance autonomous coding workflows. It is designed for developers looking to streamline their coding processes with AI-driven tools.

Aura is a production-ready framework for composing AI agents using declarative TOML configuration. It is designed for developers looking to integrate AI capabilities into their applications with ease.

Autocache is an intelligent cache proxy that optimizes Claude API requests, significantly reducing costs and latency. It is designed for developers and teams using AI platforms who want to enhance performance without modifying their existing code.

This workshop guides users in building and deploying a Chat Agent using Retrieval Augmented Generation with Astra DB. It is ideal for developers looking to enhance their skills in AI chatbot development and integration.

Canvas MCP Client is a self-hostable dashboard application that allows users to interact with multiple Model Context Protocol servers through a flexible, widget-based system. It is ideal for developers looking to create a customizable interface for managing various AI models and contexts.

This tool enables the deployment of generative AI agents in contact centers for voice and chat interactions. It is designed for organizations looking to enhance customer service through advanced AI technologies using Amazon services.

Directive is an orchestration system designed for managing multiple AI agents, modeled after the U.S. Federal Executive Branch. It is ideal for developers looking to implement complex multi-agent systems with built-in auditing and oversight features.

This open-source template provides a structured workflow for DSR research, enabling users to effectively collaborate with AI agents like Claude. It is ideal for researchers and practitioners looking to streamline their research processes with AI assistance.

This repository offers hands-on projects and code examples for building multi-agent systems and automating workflows. It is ideal for developers and researchers looking to explore advanced AI deployment techniques using tools like LangChain and Docker.

Honeymux provides a unified terminal workspace for managing agents, shells, and TUIs, enhancing developer productivity. It is ideal for developers looking to streamline their command-line interface experience with advanced agent capabilities.

MarkItDown MCP Server is a versatile tool that converts various file formats to Markdown, leveraging the Model Context Protocol. It is ideal for developers and content creators looking to streamline their document formatting processes.

Mate is a production-ready multi-agent orchestration engine that allows users to manage and configure agents with a web dashboard and persistent memory. It is ideal for developers looking to integrate various LLM providers and build complex AI systems.

MCP Open Library is a Model Context Protocol server that allows AI assistants to efficiently search for book and author information from the Internet Archive's Open Library API. It is designed for developers looking to integrate literary data into their AI applications.

MCP OpenAPI Schema Explorer provides a token-efficient way to access OpenAPI/Swagger specifications through MCP Resource Templates. It is designed for developers looking to explore API specifications efficiently on the client side.

This tool provides an advanced MCP server specifically designed for the Unity Editor, enabling features like code execution, input simulation, and automation. It is ideal for game developers looking to enhance their workflow with AI capabilities.

MCP SSH is a server designed to manage and control SSH connections using the Model Context Protocol. It is ideal for developers and system administrators looking to streamline their SSH management processes.

The MCP Toolbox SDK for JavaScript provides a robust interface for developers to interact with the MCP Toolbox for various databases. It is ideal for those building applications that require seamless database integration using modern JavaScript frameworks.

This tool provides a Model Context Protocol service for discovering TikTok videos and extracting metadata. It is designed for developers and marketers looking to leverage TikTok's content for insights and engagement.

The Model Context Protocol server enables AI agents to perform geospatial workflows using GDAL-style libraries for catalog discovery and metadata intelligence. It is designed for developers and data scientists working with geospatial data who need robust processing capabilities and reasoning guidance.

The Model Context Protocol server for Vikunja enables AI assistants to interact seamlessly with Vikunja task management instances. It is designed for developers looking to integrate AI capabilities into their productivity tools.

This repository provides examples and code snippets for integrating Neon with various frameworks and languages. It is ideal for developers looking to understand how to effectively use Neon in their applications.

OmniMCP leverages Microsoft OmniParser and Model Context Protocol to enhance AI models with rich UI context and interaction capabilities. It is designed for developers looking to integrate advanced AI functionalities into their applications.

Otto M8 provides a flowchart-like UI to interconnect various LLMs and Huggingface models, enabling users to deploy them as REST APIs with minimal coding. This tool is ideal for developers and data scientists looking to streamline the integration of AI models into their applications.

Railway MCP is a community-built server designed for seamless integration with Railway.app, providing developers with a flexible platform for their applications. It is ideal for developers looking to enhance their projects with powerful integration capabilities.

This integration enables large language models to interact seamlessly with Raindrop.io bookmarks using the Model Context Protocol. It is designed for developers looking to enhance their applications with bookmark management capabilities.

Report AI allows users to generate comprehensive PDF reports using large language models like GPT, Claude, and Llama. It is designed for researchers and professionals who need to automate report generation efficiently.

SVGMaker MCP is a Model Context Protocol server designed for AI-powered SVG generation and editing. It is ideal for developers looking to integrate SVG creation into their AI workflows seamlessly.

Trading MCP is a server designed to assist users in making smarter trading decisions through the Model Context Protocol. It is ideal for developers and traders looking to enhance their trading strategies with a structured framework.

The TrainingPeaks MCP Server allows users to query fitness data and workouts using natural language without needing API approval. It is designed for fitness enthusiasts and developers looking to integrate training data into their applications.

Webhook Skills provides integration capabilities for AI coding agents, enabling them to handle webhook events from platforms like Stripe and Shopify. This tool is ideal for developers looking to implement webhook receivers and manage event-driven workflows efficiently.

The AI Agent Workflow connects Obsidian, Linear, and OpenClaw, creating a persistent AI teammate for enhanced productivity. It is designed for users looking to streamline their workflow and improve knowledge management with AI assistance.

ArcRift provides a persistent local memory layer for AI, enabling seamless synchronization of context and decisions from browser chats to local IDE agents. It is designed for developers looking to enhance their productivity with AI tools by integrating local memory capabilities.

This tool enables agents to execute registered ComfyUI workflows via a local server, providing structured JSON outputs. It is ideal for developers looking to integrate ComfyUI functionalities into their agent workflows.

DSPy Code is a comprehensive CLI tool designed to optimize your DSPy code with AI-powered assistance. It is ideal for developers looking to enhance their coding efficiency and performance in DSPy projects.

Edge TTS Universal allows developers to utilize Microsoft Edge's text-to-speech capabilities in any JavaScript environment without the need for Microsoft Edge or an API key. This tool is ideal for developers looking to integrate speech synthesis into their applications seamlessly.

M3 allows users to query MIMIC-IV medical data using natural language, transforming healthcare research with AI-powered database interactions. It is designed for researchers and developers looking to leverage AI in medical data analysis.

This tool serves as a Model Context Protocol server for Google Analytics, allowing LLMs to fetch and analyze web analytics data. It is designed for developers looking to integrate advanced analytics capabilities into their applications.

This repository provides a foundational framework for building multi-agent systems using pure Python. It is ideal for developers and researchers looking to understand and implement AI agents without relying on external libraries or frameworks.

This repository provides a comprehensive guide to automating workflows using AI agents with n8n. It is ideal for individuals looking to build no-code workflows and integrate various AI technologies seamlessly.

NetClaw provides simple, secure, and reliable agents that can be self-hosted and customized. It is ideal for developers looking to implement agent-based solutions using .NET technology.

pfSense MCP Server allows security administrators to manage their pfSense firewalls using natural language queries through AI assistants like Claude Desktop. This tool simplifies complex firewall management tasks, making it ideal for security professionals seeking efficiency and ease of use.

This repository provides samples for deploying Large Language Models on edge and IoT devices using phi3-mini models. It is ideal for developers looking to explore generative AI applications with Semantic Kernel and ONNX Runtime.

This repository provides a collection of Playwright MCP prompt files designed for both automated and manual testing. It is ideal for developers and testers looking to enhance their testing workflows using Playwright.

RAG Boilerplate provides a comprehensive framework for building retrieval-augmented generation systems with advanced features like hybrid search and LLM reranking. It is designed for developers looking to implement sophisticated AI-driven applications using CrewAI orchestration and vector databases.

Republic allows developers to build LLM workflows using standard Python while maintaining a comprehensive audit trail. It is designed for AI practitioners looking to streamline their workflow development with robust tracking capabilities.

This Rust SDK provides a robust implementation of the Model Context Protocol (MCP) for developers looking to integrate LLM capabilities into their applications. It is ideal for Rust developers seeking a reliable and efficient SDK to work with model context protocols.

Skills Context Manager is a self-hosted web application designed for managing AI skills, workflows, and contexts. It allows users to organize and dynamically load specialized knowledge bases into any AI agent through a simple local web interface.

This Python SDK allows developers to build and deploy LangGraph agents seamlessly on the UiPath Cloud Platform. It is designed for developers looking to integrate AI capabilities into their automation workflows.

ZhiYing is an ultimate open-source AI agents ecosystem that facilitates collaboration among various agents. It is designed for developers and researchers looking to build and manage AI agent workflows effectively.