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Dev Pro Agents is an advanced multi-agent orchestration framework designed for coordinating specialized AI agents in various workflows. It is ideal for developers and researchers looking to automate tasks in development, testing, and documentation with intelligent task routing and real-time collaboration.
This open book provides a comprehensive guide on AI agents for software engineers focusing on Python and related technologies. It covers essential topics such as LangChain, LangGraph, and privacy with local and remote models, making it a valuable resource for developers looking to enhance their skills in AI.
Elsium AI is a production-grade TypeScript runtime designed for building reliable and governable LLM systems. It is ideal for teams looking to implement AI solutions in production with features like workflows, policy engines, and deterministic testing.
Eshop Distributed Sections enables the development of AI-powered distributed architectures using .NET and GenAI for intelligent e-shop solutions. It is ideal for developers looking to create microservices that integrate with various backing services like PostgreSQL and Redis.
This AI agent provides personal finance intelligence by analyzing bank statements and categorizing transactions. It is designed for individuals seeking to manage their finances more effectively and detect anomalies in their accounts.
GB Studio Agent integrates with Claude or other MCP agents to automate game asset creation and project management. It provides REST API endpoints for scenes, actors, and assets, streamlining workflows for developers.
GeoSkills provides open-source agent skills designed to diagnose, fix, and monitor AI visibility for websites. It is ideal for developers and SEO professionals looking to enhance their site's performance with AI tools.
Global Welfare Monitor is an open-source system that aggregates global human welfare data from public APIs. It is designed for researchers and developers interested in leveraging comprehensive welfare data for analysis and application development.
A Godot MCP server designed for agentic code editing, integrating with tools like Claude Code, Zed, or Cursor. This tool is ideal for developers looking to enhance their coding experience with AI capabilities.
Kokoro MCP Server is a TTS toolkit designed for YouTube creators, featuring audio enhancement and a Python API. It provides a robust platform for integrating text-to-speech capabilities with the Claude/Cursor framework.
Langflow Customer Support Agent is an LLM-powered multi-agent chatbot designed to provide accurate and context-aware responses for customer support. It is ideal for businesses looking to enhance their customer service capabilities with advanced AI-driven solutions.
This repository provides a comprehensive framework for developing a lead generation startup powered by AI agents. It is designed for entrepreneurs and developers looking to enhance lead qualification and conversion through intelligent decision-making.
Limps is a local intelligent planning server that integrates with various AI assistants, allowing users to manage their planning documents without cloud dependencies. It is ideal for developers and teams looking for a robust, version-controlled solution to prevent context drift across multiple AI tools.
This tool provides a seamless conversion from Markdown to PDF, catering specifically to agents that utilize Markdown for their workflows. It is ideal for developers and teams looking to enhance their documentation process without the hassle of sign-ups or credit card requirements.
Markitdown MCP is a professional server designed for converting over 29 file formats to Markdown, making it ideal for Claude Desktop and AI workflows. It is perfect for developers and teams looking to streamline document conversion processes in their applications.
MCP Agent Proxy is a server that facilitates the exposure of local and remote agents as MCP tools across various servers. It is designed for developers looking to implement multi-agent systems in their applications.
MCP Chaos Rig is a local server designed to simulate various failure scenarios for testing client applications. It is ideal for developers looking to enhance the robustness of their applications against unpredictable server behaviors.
MCP Client is a custom Model Context Protocol interface that integrates LLM agent chat capabilities, designed for developers looking to build AI applications. It leverages Next.js and the Vercel AI SDK to provide a flexible and powerful framework for AI-driven projects.
MCP DeepContext is a server that enables symbol-aware semantic search specifically designed for code analysis. It is ideal for developers and teams looking to enhance their code search capabilities using advanced semantic techniques.
MCP Files is a comprehensive server that provides essential tools for AI agents, enhancing their capabilities and performance. It is ideal for developers looking to build and manage AI agent workflows effectively.
MCP Matomo is a server that connects your Matomo Analytics API with Claude and other MCP-compatible AI assistants. It is designed for developers looking to integrate advanced analytics capabilities into their AI applications.
This workshop provides a comprehensive guide to building a complete MCP (Model Context Protocol) server using STDIO transport for Claude Desktop. It is designed for developers looking to integrate AI capabilities with Microsoft Dynamics 365 Business Central.
MCP Server for Langflow provides AI assistants with comprehensive access to Langflow's workflow automation capabilities. It is designed for developers looking to integrate AI into their automation processes using a robust server framework.
This MCP server enables native macOS Contacts integration through AppleScript, allowing users to search, view, and manage contacts. It is designed for AI assistants like Claude Desktop and Cursor, enhancing productivity for macOS users.
This tool simplifies the installation and management of an MCP server for Roo Code. It is designed for developers looking to streamline their setup process with automated package management and configuration.
This MCP server provides integration of IBM SPSS Statistics with Claude Code, offering 33 statistical analysis tools tailored for psychology researchers. It is designed for researchers looking to enhance their data analysis capabilities using advanced AI tools.
This tool enables integration of the Model Context Protocol with Adobe Substance 3D Designer, allowing users to control the software from various MCP clients. It is designed for developers and artists looking to enhance their workflow with advanced automation capabilities.
Multi-Agent RFP is a sophisticated multi-agent AI system designed to streamline the procurement process through automation. It is ideal for organizations looking to enhance efficiency in request classification, RFP generation, and supplier communication.
This repository provides a collection of demonstrations that showcase various patterns for implementing multi-agent workflows using LangGraph. It is designed for developers looking to understand and build collaborative AI systems through practical examples.
This tool enables the creation of multi-step AI agents that orchestrate complex workflows using real-world data. It is designed for developers looking to enhance AI reasoning and integrate various APIs into their applications.
NewsMind
NewsMind is a multi-agent collaborative news aggregation and distribution system powered by large language models. It is designed for applications in public opinion monitoring and media analysis, providing efficient and scalable news discovery and delivery capabilities.
This platform simplifies the development of enterprise AI systems by providing a no-code solution for multi-agent orchestration on AWS. It is designed for developers and organizations looking to streamline their AI workflows without extensive coding requirements.
Octen MCP is a server designed to transform URLs into LLM-ready markdown, making it compatible with various MCP clients like Claude and Cursor. It is ideal for developers looking to integrate advanced language model capabilities into their applications.
This project integrates OpenAI's Agents SDK with FastAPI to enable streaming responses and persistent session memory. It is designed for developers looking to build production-ready conversational AI applications with multi-agent orchestration.
Playwright MCP Orchestrator enables multiple AI agents to share a single Chrome browser while maintaining tab isolation. It is designed for developers looking to enhance their web scraping and automation capabilities with a multi-agent approach.
This repository offers 31 AI agent skills specifically designed for launching products on Product Hunt. It provides expert guidance on strategy, content, marketing, and compliance, making it ideal for indie hackers and startups.
This repository provides a comprehensive collection of 42 QA and test-automation skills designed for various AI agents. It is ideal for developers and testers looking to enhance their automation capabilities using AI technologies.
This tool develops a production-ready Real-Time Voice AI Agent that facilitates natural spoken conversations with an AI assistant. It is ideal for developers looking to implement ultra-low latency voice processing and instant information retrieval from custom knowledge bases.
Saguaro
Saguaro is a local AI code review tool designed for coding agents, enforcing rules within Claude Code, Codex, and Cursor. It is ideal for developers seeking to enhance code quality through automated reviews in a fully local environment.
SeerLord AI is a next-generation modular AI agent orchestration platform designed for complex agent development. It is ideal for developers looking for a stable and flexible solution that supports the MCP protocol and Human-in-the-loop collaboration.
Shared Brainstorm is an MCP server that facilitates collaboration by routing design questions from your AI coding agent to a shared web page for team discussions. It is ideal for developers looking to enhance their AI agent's planning with real-time input from teammates without the need for installations or signups.
This repository provides a minimal Model Context Protocol (MCP) server designed for educational purposes. It is ideal for developers looking to understand the MCP protocol and manage decision-making processes in model-client communication.
SmolAgentWithMCP enables developers to build powerful AI agents that integrate multiple MCP tool servers with LLMs for enhanced, real-time question-answering and tool orchestration. This framework is ideal for developers looking to create versatile AI solutions that leverage various tools and services.
SpecMint Core provides persistent and resumable specifications for AI coding agents, enhancing their coding capabilities through deep research and iterative workflows. It is designed for developers looking to integrate AI into their coding processes effectively.
Spring AI MCP Gateway is a Spring Boot application that consolidates multiple MCP servers into a single endpoint for AI assistants. It is designed for developers looking to streamline their AI assistant integrations with OAuth 2.1 support.
Swift AI
Swift AI provides API clients for various AI platforms including Anthropic, Gemini, and OpenAI, facilitating tool use and MCP integration. It is designed for developers looking to integrate multiple AI services into their applications using Swift.
Team Memory MCP provides shared memory for AI coding agents, utilizing Bayesian confidence scoring with temporal decay. It is designed for developers looking to enhance collaboration among AI agents in coding environments.
TeaRAGs MCP is a high-performance server designed for intelligent codebase analysis, capable of handling millions of lines of code with fast local indexing. It is ideal for enterprises looking for advanced semantic code search and metadata management in their development workflows.
Tinystruct MCP is an extensible server framework that allows developers to build and manage Model Context Protocol (MCP) servers. It is ideal for developers looking to create custom server solutions using the tinystruct framework.
ToiFlow
ToiFlow provides a secure proxy for hosting the Flowise embed chatbot, ensuring users can utilize all native features while enhancing security. It is ideal for developers looking to integrate chatbots with improved security measures into their applications.