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

This tool is a server for managing emails in Apple Mail using AI, allowing users to search, send, and organize their mail with natural language. It is designed for Mac users looking to enhance their email management experience through automation.

This MCP server provides a robust interface for the ClinicalTrials.gov v2 API, enabling users to search for clinical trials, retrieve detailed study information, and match patients with eligible trials. It is designed for researchers and developers in the health tech sector looking to integrate clinical trial data into their applications.

Question Bot is a plugin designed for Microsoft Teams that facilitates interactive learning and teaching experiences. It is ideal for educators and institutions looking to enhance their online teaching capabilities.

REAPER MCP is a comprehensive Model Context Protocol server that allows AI agents to create fully mixed and mastered tracks in REAPER, supporting both MIDI and audio capabilities. This tool is ideal for audio engineers and developers looking to integrate AI into their music production workflows.

This Rust-based tool generates, compiles, and tests code using LLMs, making it ideal for developers looking to streamline their coding process. It also resolves dependencies and provides explanations of existing code, enhancing productivity and understanding.

Rust MCP Schema provides a type-safe implementation of the Model Context Protocol, enabling developers to build applications that adhere to this standard. It is ideal for Rust developers looking to implement the MCP in their projects efficiently.

Ship is an agentic development harness designed for Claude Code, Codex, and Cursor, facilitating a gated pipeline from specification to successful execution. It is ideal for developers looking to streamline their AI-driven development processes.

Toolbridge enables tool and function calling for any LLM, supporting both OpenAI and Ollama API formats. It is designed for developers looking to enhance their models with universal function calling capabilities, whether using local or cloud-based solutions.

Adrian provides runtime security monitoring and control for AI agents, effectively catching malicious tool use and prompt injection in real time. It is designed for developers and organizations looking to enhance the security and governance of their AI systems.

This repository provides practices, protocols, and skills for AI-driven software development, including 18 skills and a Bash safety hook. It is ideal for developers looking to enhance their coding practices with AI tools and standards.

The Architecture Review Agent is an open-source AI tool that reviews software architectures and generates interactive diagrams automatically. It is designed for software architects and developers looking to streamline their architecture review process.

This repository provides use cases for integrating Agentic AI with pgvector and Aurora PostgreSQL, showcasing how to leverage Amazon Bedrock. It is designed for developers looking to enhance their PostgreSQL databases with AI capabilities.

This curated roadmap provides a comprehensive guide for mastering Agentic AI, covering everything from machine learning foundations to building production-ready agents. It is ideal for learners seeking structured paths, hands-on projects, and essential resources in the field of AI.

Awesome Automation is a comprehensive collection of automation software tools, both local and cloud-based. It serves as a valuable resource for developers and automation enthusiasts looking to streamline their workflows with various software solutions.

This repository contains the code for the LinkedIn Learning course that teaches how to build AI agents and automate workflows using n8n. It is ideal for learners looking to enhance their automation skills with practical examples and hands-on coding.

Cesium AI Integrations provides a collection of reference integrations and experiments that connect the Cesium ecosystem with various AI systems. This tool is ideal for developers looking to enhance geospatial applications with AI capabilities.

This GitHub Action leverages OpenAI's ChatGPT to perform automated code reviews, enhancing code quality and developer productivity. It is designed for developers looking to integrate AI-driven code analysis into their CI/CD workflows.

This tool allows users to automate Chromium-based web browsers using VBA for Office applications, leveraging the Chrome DevTools Protocol. It is ideal for developers looking to integrate browser automation into their VBA projects.

Clueo MCP is a framework that enables the integration of rich, consistent personalities into AI models using Clueo's Big Five personality engine. It is designed for developers looking to enhance their AI applications with personality traits for more engaging interactions.

Electric AI Chat is an AI chat application designed for resumeability, interruptability, and multi-user and multi-agent synchronization. It is ideal for developers looking to build interactive chat applications with advanced features.

IPyBox provides a unified execution environment for running Python code, shell commands, and making programmatic calls to MCP tools. It is designed for developers and data scientists looking for a versatile and integrated coding environment.

Lucid provides an intelligence layer that enables autonomous agents to access verified, real-time knowledge at scale. It is designed for developers looking to enhance their AI applications with reliable information sourcing.

The MCP Server for DataHub provides a robust framework for managing and serving model contexts. It is designed for developers and data scientists looking to integrate and deploy machine learning models effectively.

This server provides access to Chess.com player data, game records, and other public information through standardized MCP interfaces. It is designed for developers and AI assistants looking to search and analyze chess information effectively.

This Model Context Protocol server provides network asset information based on specific query conditions, enabling LLMs to retrieve valuable data. It is designed for cybersecurity professionals and researchers looking to enhance their asset discovery capabilities.

Pitlane MCP is a token-efficient navigation substrate designed for AI coding agents, allowing them to index code once and retrieve only the necessary symbols. It is ideal for developers looking to enhance their coding efficiency with AI-assisted navigation tools.

Story Shot Agent is an intelligent tool that transforms scripts into coherent text-to-video prompts for AI models like Sora and Veo. It is designed for filmmakers, animators, and content creators looking to automate the storyboard process while maintaining character and plot consistency across segments.

Vinagent is a comprehensive Agentic AI library designed to integrate tools, memory, workflows, and observability. It is ideal for developers looking to build sophisticated AI agents with enhanced capabilities.

Way Back Home is a framework designed for building AI agents that can interact with multimodal data sources. It is ideal for developers looking to create advanced applications leveraging Google Cloud and BigQuery capabilities.

Airtable MCP allows users to search, create, and update Airtable bases, tables, fields, and records seamlessly. It is designed for developers looking to integrate Airtable functionalities into their applications using Claude Desktop and MCP clients.

This repository provides sample code for using the Responses API on Azure OpenAI. It is designed for developers looking to integrate OpenAI capabilities into their Microsoft applications.

Blueprint MCP is a server designed for browser automation, allowing users to control Chrome, Firefox, and Safari using real browser profiles. It is ideal for developers looking to automate web tasks and enhance their testing workflows.

Build Your Own Copilot is a reference solution for creating a production-ready Copilot in Azure using .NET 8. It is designed for developers looking to leverage Azure Cosmos DB and integrate with Azure OpenAI Service for advanced AI capabilities.

CalDAV MCP Server provides a framework for exposing calendar operations as tools for AI assistants. It is ideal for developers looking to integrate calendar functionalities into their AI applications.

This tool simplifies the troubleshooting of Amazon EKS environments by leveraging generative AI and RAG-enabled knowledge bases. It is designed for developers and operators looking to enhance their problem diagnosis processes with AI-driven workflows.

Emerging Trajectories is an open-source framework designed for utilizing large language models (LLMs) to forecast political, economic, and social events. It is ideal for researchers and developers interested in predictive modeling and analysis using AI technologies.

GeoServer MCP is a Model Context Protocol server implementation that facilitates the connection of large language models to the GeoServer REST API. It is designed for developers looking to integrate AI capabilities with geospatial data management systems.

This Python Streamlit web app leverages OpenAI's GPT-4 and LangChain to conduct comprehensive internet research. It is designed for users seeking to generate detailed research reports with relevant information and resources based on their input.

Kodeck is an open-source IDE designed for Claude Code, offering a multi-project workspace with integrated chat, terminals, and git worktree management. It is ideal for developers looking to enhance their coding experience directly in the browser.

Laozy is a self-hosted web application designed for building and deploying LLM-based dialogue robots. It allows integration with instant messaging platforms like WeChat and Telegram, making it suitable for developers looking to enhance their applications with conversational AI.

The ChatBotKit Node SDK provides a JavaScript-based platform for building conversational AI bots and agents with ease. It is designed for developers looking to create interactive and intelligent chat applications.

OpenMemory is a simple standalone MCP server that enables Claude to remember and learn from conversations over time. It is designed for developers looking to enhance AI interactions with memory capabilities.

Podman MCP Server is a Model Context Protocol server designed for container runtimes like Podman and Docker. It is ideal for developers looking to manage and orchestrate containerized applications efficiently.

The Self-Discover Framework utilizes DSPy to automate problem-solving through reasoning and code generation. It is designed for developers looking to enhance their AI-driven task understanding capabilities.

The Tiledesk Automation Engine is an open-source solution designed for multichannel workflow automation, enabling seamless customer interactions across various platforms. It is ideal for developers and businesses looking to enhance their customer communication through automation and conversational interfaces.

Whiskey AI enables users to create autonomous AI agents without any coding skills. It is designed for individuals looking to automate tasks, connect APIs, and manage workflows seamlessly.

This repository provides a Jupyter notebook for executing Zapier tasks using GPT completions through LangChain. It is ideal for developers looking to integrate AI capabilities into their Zapier workflows.

ZenModel is a framework designed for building LLM applications with agentic workflows. It is ideal for developers looking to create sophisticated multi-agent systems and workflows in their applications.

This repository provides a collection of advanced usage scenarios for the Semantic Kernel, showcasing its capabilities and applications. It is designed for developers and data scientists looking to deepen their understanding and implementation of the Semantic Kernel in various contexts.

This repository provides comprehensive resources for mastering the development of AI agents using LangGraph. It is ideal for developers looking to enhance their skills in building flow-based applications and implementing advanced agentic features.