Awesome Digest: AI Agents, MCP, AIOps

A roundup of new and updated projects from popular awesome lists.

AI Agents

4 new projects.

thedaviddias/Front-End-Checklist (72769 ★)

Front-End Checklist is an open-source quality system for web development, providing a comprehensive checklist for modern front-end best practices, available as a website, MCP server, and a direct editor integration.

crynta/terax-ai (6134 ★)

Terax is a lightweight, AI-native development workspace built with Tauri 2, Rust, and React, offering a terminal, code editor, source control, and agentic AI features.

PurpleAILAB/Decepticon (4199 ★)

Decepticon is an autonomous multi-agent Red Team testing service that uses AI to execute realistic attack chains, generating comprehensive engagement packages and operating within defined rules of engagement.

pguso/ai-agents-from-scratch (4187 ★)

An educational repository teaching users to build AI agents from scratch using local LLMs and node-llama-cpp, focusing on agent architectures, function calling, memory, and the ReAct pattern through progressive, hands-on examples.

MCP (Model Context Protocol)

5 new projects.

NirDiamant/GenAI_Agents (22286 ★)

Over 50 tutorials and implementations for Generative AI Agent techniques, ranging from basic conversational bots to complex multi-agent systems.

NirDiamant/agents-towards-production (20565 ★)

End-to-end, code-first tutorials for building production-grade GenAI agents, covering development from prototype to enterprise deployment.

ariadng/metatrader-mcp-server (462 ★)

A bridge to connect AI assistants like Claude and ChatGPT with the MetaTrader 5 trading platform, enabling natural language trading and automated financial operations.

daobataotie/CAD-MCP (369 ★)

An MCP server that enables natural language control over CAD software to automate drawing operations on Windows.

marcelmarais/spotify-mcp-server (358 ★)

A lightweight MCP server designed to enable AI assistants to control Spotify playback, manage playlists, and interact with various Spotify features through natural language.

AIOps

489 new projects. Top 15 by stars:

f/prompts.chat (163190 ★)

The world’s largest open-source library for sharing, discovering, and collecting prompts for large language models, offering self-hosting options and educational resources.

microsoft/generative-ai-for-beginners (111592 ★)

A Microsoft course providing 21 lessons to teach the fundamentals of building Generative AI applications using Python and TypeScript.

vllm-project/vllm (81718 ★)

A high-throughput and memory-efficient serving engine designed specifically for large language models, offering fast, flexible, and cost-effective LLM inference.

dair-ai/Prompt-Engineering-Guide (75197 ★)

A comprehensive guide providing resources, papers, techniques, and applications for prompt engineering, Retrieval Augmented Generation (RAG), and AI agents.

redis/redis (74655 ★)

A versatile in-memory data store used for caching, real-time data processing, messaging, and as a vector database for AI applications like RAG and LLM memory.

JuliusBrussee/caveman (67815 ★)

A prompt engineering skill for LLMs that reduces output token count by up to 75% by translating responses into a concise, caveman-speak style.

Mintplex-Labs/anything-llm (60945 ★)

An all-in-one AI application that transforms documents into chat-ready content, featuring AI agents, multi-user support, vector databases, and integrations with various local and cloud LLMs.

pathwaycom/llm-app (59477 ★)

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search, enabling real-time data synchronization with various sources.

meilisearch/meilisearch (57913 ★)

An open-source, lightning-fast search engine API offering AI-powered hybrid search capabilities, including semantic and full-text search.

run-llama/llama_index (49856 ★)

An open-source framework and enterprise platform for building agentic applications, focusing on data ingestion, retrieval, and orchestration for LLMs.

BerriAI/litellm (49043 ★)

An open-source AI Gateway providing a unified interface and proxy server for managing and calling over 100 LLMs with OpenAI compatibility.

GokuMohandas/Made-With-ML (47854 ★)

Comprehensive lessons and code examples for building, deploying, and iterating on production-grade ML applications, covering MLOps, CI/CD, and scaling.

apache/airflow (45671 ★)

A platform for programmatically authoring, scheduling, and monitoring data pipelines and workflows.

milvus-io/milvus (44595 ★)

A high-performance, cloud-native vector database designed for scalable vector similarity search, empowering AI applications.

Kong/kong (43507 ★)

A cloud-native, scalable API gateway designed for high performance and extensibility, centralizing microservice orchestration with advanced AI traffic capabilities.