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

This sample application demonstrates how to use the Agent Framework for analyzing investment opportunities. It is ideal for developers looking to understand AI agent workflows in investment analysis.

This repository provides a comprehensive survey of personalization techniques in retrieval-augmented generation (RAG) and agent frameworks. It is ideal for researchers and practitioners looking to explore the latest advancements in personalized AI applications.

The DINO-X Model Context Protocol (MCP) server enhances large language models with advanced visual perception capabilities, including image object detection, localization, and captioning. It is designed for developers and researchers looking to integrate visual understanding into their AI applications.

GitHub Global is an AI programming practical project that teaches users how to build a GitHub repository AI document translation SaaS platform using Next.js and OpenRouter. It is designed for developers looking to enhance their skills in AI programming and full-stack development within a week.

Helios is an AI-native version control system designed to enhance coding agents with rapid snapshots and extensive branch exploration. It is ideal for developers seeking to push the boundaries of traditional Git workflows with AI capabilities.

LangGraphics allows users to visualize live LangGraph execution, providing insights into the agent's thought process during runtime. It is designed for developers and researchers working with LangChain and LangGraph to enhance their understanding of agent workflows.

MCP Client is a Python implementation designed to facilitate interactions with the Model Context Protocol using LangGraph and Gemini. It is ideal for developers looking to integrate advanced AI capabilities into their applications using Google's Gemini technology.

This MCP server enables natural language interaction with Power BI datasets, streamlining data analytics processes. It is designed for data professionals looking to enhance their Power BI experience through conversational interfaces.

This tool provides a Model Context Protocol (MCP) server designed for automating Windows desktop applications using AutoIt. It is ideal for developers looking to streamline their desktop automation processes with a robust framework.

MemoryPort provides a local-first, permanent memory solution for agents and humans, ensuring persistent context management. It is ideal for developers looking to enhance their applications with reliable memory capabilities.

Mind2Web-2 is a benchmark designed to evaluate agentic search capabilities using agents as judges. It is ideal for researchers and developers interested in advancing the field of AI agents and their applications in web search.

This Model Context Protocol (MCP) server allows AI assistants to securely access and analyze Microsoft Fabric Analytics data through authenticated API calls. It is designed for developers looking to integrate AI capabilities with Microsoft Fabric Analytics.

Pandaprobe is an open-source agent engineering platform that provides tools for tracing, evaluating, and measuring the performance of AI agents. It is designed for developers and researchers looking to debug and enhance their AI systems with integrations to various frameworks.

Walrus provides core abstractions for building agentic workflows, enabling developers to create sophisticated AI-driven applications. It is ideal for developers looking to implement agent-based systems in their projects.

Writ is a powerful coding agent harnessing Claude Code to enforce coding rules and quality across multiple domains. It is designed for developers seeking to enhance their coding practices with advanced rule enforcement and analysis tools.

This tutorial provides a comprehensive guide on using the Model Context Protocol by Anthropic and the Agent2Agent Protocol by Google. It is designed for developers and AI practitioners looking to enhance their understanding of these protocols and their applications.

This repository offers a curated list of exceptional Model Context Protocol (MCP) tools, platforms, and services tailored for enterprises. It serves as a valuable resource for organizations looking to leverage MCP in their operations.

CRW is a fast and lightweight web scraper and crawler designed for AI agents, offering a Firecrawl-compatible API for seamless integration. It is ideal for developers looking for an efficient solution for data extraction and web searching with minimal resource usage.

Draive is an all-in-one Python framework designed for building production-ready LLM agents and workflows. It is ideal for developers looking to create sophisticated AI applications with ease.

FNews Crawler is a specialized financial information service designed for large models, utilizing efficient crawling techniques to gather real-time news from major financial websites. It provides accurate and timely financial data support for AI models, making it ideal for developers and data scientists in the finance sector.

Leeway is a workflow-driven AI agent framework that allows users to execute decision trees defined in YAML. It is designed for developers looking to implement AI agents in their applications with a focus on human-in-the-loop processes.

LinkedIn Ghostwriter is an AI-powered agent designed to assist users in creating engaging content for LinkedIn. It is ideal for professionals looking to enhance their LinkedIn presence with automated writing capabilities.

Lux is an open-source framework designed for building multi-agent, swarmed intelligence systems. It is ideal for developers looking to orchestrate AI-driven workflows for autonomous organizations.

MCP Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, providing developers with essential debugging insights. This tool is ideal for AI developers and engineers looking to enhance their debugging capabilities without latency overhead.

MCP Tube transforms YouTube videos into a compounding knowledge base, providing transcripts, vision analysis, and agentic search capabilities. It serves as an MCP server for AI tools like Claude and Copilot, making it ideal for developers and researchers looking to leverage video content for AI applications.

MCP2Lambda allows users to run AWS Lambda functions as Large Language Model tools seamlessly, leveraging Anthropic's Model Context Protocol. This tool is ideal for developers looking to integrate LLM capabilities into their serverless applications without modifying existing code.

The Model Context Protocol server enables seamless integration with socket.dev, providing a robust framework for managing context in applications. It is designed for developers looking to enhance their applications with advanced context management capabilities.

The Neuron Laravel SDK provides a robust framework for integrating AI capabilities into Laravel applications. It is designed for developers looking to enhance their projects with advanced AI functionalities.

Open Browser Use provides real Chrome automation capabilities through a command-line interface and SDKs, allowing AI agents to interact with web content seamlessly. It is designed for developers looking to enhance their AI applications with browser automation without vendor lock-in.

Promptwright enables users to convert natural-language prompts into automated browser workflows, generating reusable scripts for Playwright, Cypress, and Selenium. This tool is ideal for developers and testers looking to streamline their web automation processes with AI-driven capabilities.

Snippy is a framework for building AI-powered tools using Azure Functions and multi-agent workflows. It is designed for developers looking to create scalable applications that leverage AI capabilities with Azure services.

This tool provides a unified command-line interface for discovering and invoking various APIs, including OpenAPI, GraphQL, and gRPC. It is designed for developers looking to streamline their interactions with multiple API protocols in a single environment.

The Unreal Engine MCP Toolkit provides a comprehensive set of tools for Unreal Engine development, enabling developers to integrate advanced AI functionalities. It is ideal for game developers looking to enhance their projects with model context protocols and other AI-driven features.

Agent Skills Playground is a sandbox designed for prototyping and demonstrating Agent Skills specifically for MATLAB and Simulink. It is ideal for developers and researchers looking to explore and enhance their skills in agent-based AI within these environments.

Ask My PDF is a web application that leverages Retrieval Augmented Generation and Large Language Models to enable direct interaction with PDF documents in the browser. It is designed for users who need to extract information and insights from PDFs efficiently and intuitively.

Async MCP provides asynchronous transport layers for managing multiple connections in AI agent applications. It is designed for developers looking to enhance the performance of their AI systems with efficient communication protocols.

AutoBrowse is an autonomous AI agent designed to perform web browsing tasks efficiently. It is ideal for developers looking to automate web interactions and data retrieval processes.

CC Devflow provides a one-command requirement development flow for Claude Code, enabling a complete workflow system with sub-agents and quality gates. It is designed for developers looking to streamline their automation processes and enhance productivity.

Claude Swarm is an MCP server designed for orchestrating parallel Claude Code worker swarms, featuring protocol-based behavioral governance and persistent state management. It is ideal for developers looking to implement real-time monitoring and orchestration of AI agents.

Dexter is a set of LLM tools designed for production use, enabling efficient integration and deployment of language models. It is ideal for developers looking to leverage AI capabilities in their applications.

Embody is an MCP server designed for TouchDesigner, enabling users to build, wire, and debug networks with AI integration. It is ideal for creative coders and media artists looking to enhance their projects with advanced externalization features.

Hermes Agent Idea Workflow transforms rough ideas into structured design documents and implementation specifications. This tool is ideal for developers looking to streamline their workflow and enhance productivity in project planning.

HTML Rewriter is a WASM-based tool that allows developers to manipulate HTML in Deno and browsers. It is ideal for web developers looking to enhance their applications with dynamic HTML rewriting capabilities.

MongoDB RAG Agent is a hybrid AI agent that integrates semantic and text search capabilities using MongoDB and Pydantic AI. It is designed for developers looking to enhance their applications with advanced retrieval-augmented generation features.

Pane is a Terminal-first AI agent manager designed for developers who want to manage and orchestrate multiple AI agents efficiently. It provides a streamlined interface for bringing your agents to life in a terminal environment.

Roundtable is a zero-configuration MCP server that unifies multiple AI coding assistants through intelligent auto-discovery and a standardized interface. It is designed for developers looking to streamline their coding experience with various AI tools.

Agentic Workshop provides a comprehensive guide to building Agentic Workflows on AWS. It is designed for developers and AI practitioners looking to leverage AWS for creating advanced AI workflows.

Auth0 MCP Server allows you to connect LLMs and AI agents to Auth0 Management APIs, enabling natural-language commands for app creation and secure administration. This tool is ideal for developers looking to enhance their AI tools with seamless Auth0 integration.

This repository provides a prototype for developing generative AI use cases using Amazon Bedrock and Langchain. It is ideal for developers looking to explore and implement AI solutions in their applications.

Blocks SDK provides a command-line interface and software development kits for building applications that utilize AI agents. It is designed for developers looking to integrate AI capabilities into their projects seamlessly.