Code agents

A curated list of awesome Model Context Protocol (MCP) servers, tools, SDKs and resources for AI assistants like Claude.

Ollama model provider and utilities for adk-go

Multi-tool DevOps skills for Claude Code, Cursor, and Codex — Terraform, Kubernetes, Docker, GitHub Actions, GitLab CI, AWS FinOps, OWASP security.

Aiyu Multi-Agent - Lightweight AI Agent Framework with Tools, Plugins, and Multi-Agent Orchestration

Open-source standard for AI-readable web actions - enabling AI browsers to interact with websites efficiently

A bitemporal, graph-backed memory system for AI coding agents.

Claude Code skills for querying Coinpaprika and DexPaprika crypto market data (CEX prices, DEX pools, tokens, OHLCV).

Real-time AI agent collaboration board — agents post decisions, issues & discussions via REST API. Built with Next.js, SQLite, SSE.

An AI coding agent skill for optimizing AGENTS.md files

Local memory CLI for coding agents and developers working inside Git repositories.

The missing control plane for AI agent payments. Observe, control, protect, and test agent spending across x402, ACP, AP2, and Visa TAP.

A specification for how services communicate operational limits and error context to humans and autonomous agents.

Cross-model shared memory for AI agents. One canon every model reads. Free OSS via pipx install memee. memee.eu hosts the Team edition with shared scope, SSO, audit log.

A free and open source modern database manager, designed for better management of multiple databases simultaneously, supporting MySQL, SQL Server, Hana, and Postgres.

Multi-agent orchestration plugin for OpenCode. Coordinate specialized AI agents working together like a development team.

Intelligent cooking companion that finds recipes based on your ingredients using advanced AI. Built for Google's Gen AI Intensive Course 2025Q1, showcasing 8 AI capabilities: LangGraph agents, RAG with ChromaDB, voice commands, nutrition API integration, Google Search grounding, and more.

soami adalah starter framework modular yang bisa anda customisasi untuk membangun dan menjalankan AI Agents (seperti `Researcher`, `Planner`, dan `Coder`) berbasis Python, Flask. Cocok untuk membangun prototype AGI atau AI tooling dengan sistem orchestrator, memory, tools, dan vectorstore.

Turn backlog into reviewed PRs with an OpenCode issue-to-PR orchestration plugin.

Get instant, AI-powered briefings on any topic before your meeting. Enter a meeting topic or company name and receive a comprehensive 2-minute briefing with the latest news, key developments, and talking points.

Automated task delegation for any AI coding assistants

A comprehensive template for developing and deploying AI agent applications. Features Microsoft Agent Framework, AG-UI integration, CopilotKit frontend, Azure-native services, observability, and IaC-based deployment.

Orchestrate agent workflows with natural language. Claude Agent SDK → execution plans → confirm → run in the background.

A deterministic, reproducible test environment for AI browser agents

Local-first Obsidian memory bank CLI for AI coding agents, with run logging, linked project notes, compaction, and search.

Intelligent middleware platform for Claude Code — route to any model, track costs, cache responses, auto-failover, with a 31-agent AI development team built in

A local event gateway for AI code agents. Capture lifecycle events from Claude Code, Gemini CLI, and more — fan them out to any HTTP endpoint, webhook, or device.

An MCP server that provides a secure isolated environment for executing Python code.

Git-native memory for AI agents — markdown knowledge in .megg/ folders that travels with your repo. MCP server + CLI for Claude Code.

An open-source, multi-agent AI framework for Playwright test automation — featuring a 2D pixel-art office, live SSE telemetry, and Gemini / Ollama LLM routing.

AI harness that you actually pilot

Cross-platform Flutter AI chat application for Android, Linux, and Windows. Features a fine-tuned agent capable of training other agents (like instructors) using Google's new A2A service.

A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability

🛡️ AI Code Quality Control System for Cursor IDE - Prevents low-quality code by enforcing mandatory research protocols before modifications. Optimized for Rust/Bevy stack with universal support via Context7 & web search.

A curated list of prediction market APIs, tools, datasets, and resources for developers and AI agents

🧜‍♀️Iara is an automated, project-agnostic, and configurable code review tool designed to run in CI/CD pipelines or locally via CLI. It uses the OpenRouter API to access various LLM models (Llama 3, Gemini 2.0, etc.) for free or through paid plans.

Open platform for AI agent networks — semantic discovery, a secure broker, and multidirectional agent-to-agent communication with Google A2A protocol support. Async Python (FastAPI), Postgres, Qdrant, Redis.

macOS notch status surface for Claude Code — track sessions, approve permissions, read conversations, reply. Privacy-first, native Swift/SwiftUI.

AI alignment framework. Nine interdependent theories — CASCADE, AURA, LAMAGUE and six more — each mathematically proven, each converging on the same constants. Banach fixed points. Constitutional invariants. MCP extension for Claude Code. Built by one self-taught researcher. Open. Testable. Human.

Sand is a Swift CLI for Apple silicon Macs. It creates small named Linux environments. Each one has its own tools, shell state, package cache, and Pi login. The Host Mac only exposes folders you explicitly allow.

korveo — the open-source firewall & flight recorder for AI agents. Local-first, Apache-2.0.

Open-source browser automation for AI agents. MCP server + Chrome extension + YAML workflow engine + knowledge packs. Give your AI agent a browser and domain expertise.

The open-source testing framework for AI agents. pytest-native, async-first, safety-aware.

This repository is packed with practical, beginner-friendly codelabs that bring AI and coding concepts to life. From extracting job applicant details with OpenAI’s Function Calling (think resume parsing into JSON) to automating real-world tasks, you’ll find working code, sample datasets, and step-by-step guides here.

An intelligent, universal web scraper powered by Google Gemini AI. Features intent-based data extraction (E-commerce, Leads, News), anti-bot bypass (DrissionPage), and a secure, human-in-the-loop Streamlit interface.

Conformance test for stateful AI agents. Measures state correctness over time.

MergeGate: deterministic execution protocol for AI-assisted development and the execution layer for GitNexus-style code intelligence

25+ skills for AI coding assistants — multi-agent panels, evaluation pipelines, testing, browser automation, and more

Desktop notifications for Claude Code CLI with tmux integration

Multi-agent governance for Claude Code. Council deliberates, votes, dispatches, enforces quality gates.

.NET 10 console app showcasing a RAG agent with query reformulation, contextual search, streaming responses, and source citations built with Microsoft Agents AI and OpenAI.

Platform-agnostic project management system for seamless collaboration between humans and AI agents. Features: Kanban board, REST API, adaptive UI, zero-config agent integration.

🤖 Build and explore powerful AI agents that solve real-world tasks using tools, memory, and reasoning within a collaborative hub.

A Model Context Protocol (MCP) server that enables LLM clients to interact with macOS applications through AppleScript. Built using the @beyondbetter/bb-mcp-server library, this server provides safe, controlled execution of predefined scripts with optional support for arbitrary script execution.

SearchSynth fetches and summarizes web search results using SerpApi and Groq for insightful analysis.

A text editor for LLMs, not humans.

Personal Discord server code agent for Claude/Codex/Gemini

An experimental LLM Agent to build integrations for you.

🔍 Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.

Portable_TA is a lightweight, OpenAI-compatible LLM service that acts as an always-available AI Teaching Assistant. It provides document-grounded answers using RAG, maintains conversation memory, and integrates easily with tools like OpenWebUI for fast, portable, and intelligent student support.

Outline-Driven Development for Gemini CLI - methodology + skills + agents for Google Gemini coding workflows.

Using FineTune Models for Document Q/A and Chatbots

Agentic RAG APP with FastAPI, Ollama and Vue.js UI

🔎 Natural Language Interface for Digital Forensic Evidence

A web app that uses LangChain and vLLM to run an interactive AI agent 🤖

Built a FastAPI backend for an AI chatbot with RAG capabilities, supporting website, PDF, and text data ingestion. Implemented FAISS-based retrieval with embeddings and integrated a Groq LLM for context-aware responses.

The Code Review Assistant is a simple multi-agent system built using the Model Context Protocol (MCP) and LangChain. Its purpose is to provide automated, preliminary feedback on code snippets, including syntax checking, code explanation, and improvement suggestions. It can be integrated with MCP-compatible clients like Cursor IDE or Claude for Desk

A GenAI Based CSV File and using OpemAI API and Langchain we get an answer about question that we asked related to that csv file

Simple WhatsApp Business API and DialogFlow integration using Firebase functions

Customer Driven Project (TDT4290) The project is a collaboration between NTNU and KartAI. Showcasing use of AI for streamlining building case process

Scan your LLM-powered applications for authorization gaps, leaked credentials, missing rate limits, prompt injection risks, and other security issues — before they reach production.

A fully interactive tool designed to streamline your GitHub repository prompt generation process and facilitate RAG (Retrieval-Augmented Generation) workflows

Silvercord offers sentiment analysis on courses & professors, and lets servers compete in solving LeetCode problems with a seasonal leaderboard!

This repository provides a complete solution, including a React frontend, a Python backend with advanced RAG capabilities, and a containerized infrastructure for seamless deployment.

A full-stack AI-powered application that lets users upload and chat with their PDF documents. It combines seamless PDF processing, intelligent responses, and a minimalistic design to deliver a smooth and intuitive user experience.

⚡ From Zero to Monitoring LLMs in 5 minutes ⚡

PromptlicityAI is a platform for storing and managing custom content, enabling users to retrieve knowledge-based responses via API calls. It simplifies AI integration by allowing structured content storage and retrieval without requiring expertise in Retrieval-Augmented Generation (RAG) or complex frameworks.

Code samples from the article "The Essential Guide to LangChain for Beginners"

rag-common-ai-customer

Enhance GPT-3.5-Turbo output using Retrieval-Augmented Generation (RAG) with a user-friendly interface. Select between Wikipedia or integrate external documents to experience precise, context-aware responses.

AI-Powered Code Review for Move Smart Contracts

Full stack LLM application created using React and FastAPI for document chatting

Nodejs a REST API is designed to provide users with an interactive chat interface where they can ask questions and receive responses generated by an AI model. The application utilizes OpenAI embeddings and Langchain to process the user's input and generate relevant responses based on the context of the conversation.

🦜🔗 LangChain-Tutorials is an amazing GitHub repository that provides an array of friendly and interactive tutorials for LangChain enthusiasts. Scripts are coded in Python

Better version of ChatGPT created in Next.js 13

Intelligent Document Understanding Machine as an API Service

ChatPDF leverages Retrieval Augmented Generation (RAG) to let users chat with their PDF documents using natural language. Simply upload a PDF, and interactively query its content with ease. Perfect for extracting information, summarizing text, and enhancing document accessibility.

FileChat-RAG is a simple Retrieval-Augmented Generation (RAG) system that allows users to ask questions about the contents of various file formats. It extracts text from PDFs, JSON, text files(.txt, .docx, .odt, .md), and code files, then enables interactive conversations using an LLM powered by Ollama.

Learn about LangGraph’s components and how they enable the development, debugging, and maintenance of AI agents.

Vikky is an empathetic therapist specializing in mental health. she prioritize creating a safe space for people

A CLI-based chatbot that fine-tunes itself in real time by learning from your local Git repo. Ask the chatbot about codebase details for faster development and bug fixes, and have it auto-update on each commit.

SmartEmail Personalizer automates email personalization and ghostwriting using CrewAI and Groq API's Mixtral Model LLM. It reads client data from a CSV, personalizes emails, and generates drafts efficiently. Ideal for enhancing client communication and engagement with zero cost.

An automated FAQ chatbot for an e-commerce platform. Made using LangChain, Gemini Pro, ChromaDB & Streamlit.

LangChain integration for advertools

ScribeAI is an AI-powered web app built with Next.js that simplifies note-taking from PDFs. Users can upload PDFs, ask questions about the content, and let the AI generate accurate notes. With a rich text editor, seamless PDF management, and robust security, ScribeAI is perfect for students, professionals, and researchers.

AI-driven document chat app. Engage in dynamic conversations with PDFs using Langchain, ChromaDB, Sentence Transformers, and Streamlit. Gain insights interactively.

PaperMind AI is a modern PDF document chat application powered by AI that allows you to upload PDF documents and have intelligent conversations about their content..

Elevate your data apps with seamless, production-ready chat integration. Effortlessly ingest, personalize, and deploy using just a single line of code.

Google Summer of Code 2023; Experimental projects with LLMs such as RAG-based langchain agent chatbot

retreival augmented generation based chatbot using langchain and google's gemini which reduces hallucination and gets the latest data ensuring privacy and concise answers