GitHub Trends

#python#agents#ai#ai_agents#llm#llms#mcp#model_context_protocol#python The Model Context Protocol (MCP) is a standard way for AI agents to connect with different tools and data sources, making it much easier to build powerful AI applications without writing custom code for each integration[2][5]. The mcp-agent framework uses MCP to let you quickly create agents that can do things like read files, fetch web pages, or manage emails, and you can combine these agents in flexible ways to handle complex tasks. This means you can focus on what you want your AI to do, while mcp-agent takes care of connecting to the right tools and managing the workflow, saving you time and effort[3][5]. https://github.com/lastmile-ai/mcp-agent

#typescript#ci#ci_cd#cicd#evaluation#evaluation_framework#llm#llm_eval#llm_evaluation#llm_evaluation_framework#llmops#pentesting#prompt_engineering#prompt_testing#prompts#rag#red_teaming#testing#vulnerability_scanners Promptfoo is a tool that helps developers test and improve AI applications using Large Language Models (LLMs). It allows you to **test prompts and models** automatically, **secure your apps** by finding vulnerabilities, and **compare different models** side-by-side. You can use it on your computer or integrate it into your development workflow. This tool helps you make sure your AI apps work well and are secure before you release them. It saves time and ensures quality by using data instead of guessing. https://github.com/promptfoo/promptfoo

#python#agentic_ai#agents#ai#autonomous_agents#deepseek_r1#llm#llm_agents#voice_assistant AgenticSeek is a free, fully local AI assistant that runs entirely on your own computer, ensuring your data stays private with no cloud or API use. It can autonomously browse the web, write and debug code in many languages, plan and execute complex tasks, and even respond to voice commands. It smartly chooses the best AI agent for each task, making it like having a personal team of experts. This local setup avoids monthly fees and protects your privacy while giving you powerful AI help for coding, research, and task management all on your device[1][2]. https://github.com/Fosowl/agenticSeek

#csharp#ai#artificial_intelligence#llm#openai#sdk Semantic Kernel is a tool that helps developers build and manage AI systems easily. It supports multiple programming languages like C#, Python, and Java, making it versatile for different projects. This tool allows you to connect your AI models to various services and databases, which helps in automating tasks and making decisions based on user inputs. It's especially useful for businesses because it's reliable, secure, and can handle complex workflows. By using Semantic Kernel, developers can create intelligent AI agents that can interact with users and perform tasks efficiently. https://github.com/microsoft/semantic-kernel

#python#agents#knowledge_graph#llm#llm_agent#rag#search#search_agent#vector_database Airweave is a tool that helps make information from apps and databases easily accessible to AI agents. It connects over 100 data sources with minimal coding, allowing for fast data synchronization and semantic search. This means you can quickly turn app data into useful knowledge for AI agents, making them smarter and more efficient. It's especially helpful for tasks like customer support or generating reports, as it ensures AI agents have the most accurate and up-to-date information. https://github.com/airweave-ai/airweave

#python#llm#qwen#tts#wechat WeClone is a tool that helps create a digital clone of you using your WeChat chat logs. It fine-tunes a large language model to mimic your way of speaking, including your tone and humor. This clone can be used as a chatbot on platforms like WeChat, QQ, and Telegram. The benefit is that you can have a personalized digital avatar that feels like you, making interactions more natural and fun. It also ensures data privacy by filtering out sensitive information and allowing local deployment. https://github.com/xming521/WeClone

#typescript#chatgpt#claude#copilot#cursor#developer_tools#editor#llm#open_source#openai#visual_studio_code#vscode#vscode_extension Void is a free, open-source code editor that works like Cursor but gives you more control over your data and lets you use any AI model you want, including ones you run yourself. It’s built on top of VS Code, so you can keep your favorite settings and themes. Void offers features like AI-powered code completion, quick edits, and chat with different AI models, and you can even see and change the prompts the AI uses. This means you can code faster, work privately, and use the latest AI tools without being locked into one provider or worrying about your data being sent elsewhere[1][2][4]. https://github.com/voideditor/void

#python#agents#ai#ai_agents#api#developer_tools#function_calling#integration#llm#mcp#oauth2#open_source#permissions#tools ACI.dev is an open-source platform that helps build AI agents by providing easy access to over 600 tools. It simplifies authentication and tool integration, allowing AI agents to work with many services like Google Calendar and Slack without needing separate setups. This platform offers multi-tenant authentication, flexible access methods, and natural language permissions, making it easier to manage and secure AI agent capabilities. It's open-source and works with any framework, which means you can build AI agents without worrying about vendor lock-in. https://github.com/aipotheosis-labs/aci

#typescript#ai#analytics#datasets#dspy#evaluation#gpt#llm#llmops#low_code#observability#openai#prompt_engineering LangWatch helps you monitor, test, and improve AI applications by tracking performance, comparing different setups, and optimizing prompts automatically. It works with any AI tool or framework, keeps your data secure, and lets you collaborate with experts to fix issues quickly, making your AI more reliable and efficient. https://github.com/langwatch/langwatch

#cplusplus#arm#convolution#deep_learning#embedded_devices#llm#machine_learning#ml#mnn#transformer#vulkan#winograd_algorithm MNN is a lightweight and efficient deep learning framework that helps run AI models on mobile devices and other small devices. It supports many types of AI models and can handle tasks like image recognition and language processing quickly and locally on your device. This means you can use AI features without needing to send data to the cloud, which improves privacy and speed. MNN is used in many apps, including those from Alibaba, and supports various platforms like Android and iOS. It also helps reduce the size of AI models, making them faster and more efficient. https://github.com/alibaba/MNN

#java#ai#apache_kafka#aws#azure#cloud#cloud_first#cloud_native#ebs#gcp#kafka#llm#messaging#minio#s3#serverless#spot#streaming AutoMQ provides a cloud-native alternative to Apache Kafka that runs on S3 storage, cutting costs by up to 90% while enabling instant scaling and eliminating cross-zone traffic fees. It offers high reliability, serverless operation, and full Kafka compatibility, making it easier and cheaper to manage large-scale data streaming without sacrificing performance or features. https://github.com/AutoMQ/automq

#typescript#ai#ai_agents#llm Suna is a free, open-source AI assistant that helps you do many tasks easily by talking naturally. It can browse the web, gather and analyze data, manage files, run system commands, deploy websites, and connect with many online services and APIs. You can use it for things like market research, finding leads, writing reports, planning trips, or scraping data from websites. It runs securely in isolated environments and saves your work and history. You can host it yourself for full control and privacy, making it a powerful tool to automate complex workflows and save time on everyday or professional tasks[1][2][4][5]. https://github.com/kortix-ai/suna