Custom agents

ContainMind enables AI assistants to interact intelligently with containerized environments, regardless of the underlying runtime (Docker, containerd, CRI-O, etc.). Through its Model Context Protocol (MCP) interface, AI agents can inspect, monitor, and control containers using natural language

Multi-agent AI code review system that uses consensus between specialized agents to provide high-quality inline feedback.

🤖 Streamline QQ chat with QQSafeChat, a secure tool for AI-driven interactions and emoji integration using Windows UI Automation.

Helm is an AI meeting assistant that respects your data and puts you in control 🐙. Open source, privacy-first, helping professionals own time and attention.

🗼 Your AI's home frequency (Beacon metarepo)

Local-first macOS coding assistant with a FastAPI backend, Swift workspace app, and floating overlay.

AI 助手的模組化能力框架：記憶、防禦、診斷、品質穩定 | Modular capability framework for AI assistants | Claude Code / Cursor / Any LLM

This python powered AI based RAG Scraper allows you to ask question based on PDF/URL provided to the software using local Ollama powered LLMs

A modern full-stack todo application with AI assistant powered by Google Gemini

A portable, offline-first CLI AI assistant built with C++ and llama.cpp. Features dynamic file context awareness, memory management, and runs entirely from a USB drive without dependencies.

A token efficient and less intrusive AI code completion plugin for neovim

AI assistant with MCP integration, agent skills, knowledge graph, and task scheduling

A local Git diff viewer/GUI for reviewing and commenting on AI-generated code, designed for human-in-the-loop workflows

This is the official documentation for Alter, a macOS AI assistant that lets you create custom Actions to automate tasks and integrate with your apps.

Break through Cursor / Windsurf quota limits and achieve true autonomous programming loops. 10x-Agent-Loop enables infinite interactions within a single Fast Request through file-watching technology, while providing a Consultant Mode that leverages external AI models (Gemini/Claude) to break through technical bottlenecks.

AI-powered toolkit for the University of Leeds AIRE HPC cluster — shell tools, MCP server, and agent configuration for Claude Code, Codex, and Gemini CLI

A powerful AI agent skill that transforms rough ideas, notes, or documents into professional, visually structured slide decks and presentations.

Educational AI chat client: provider abstraction, token compression & state management in ~600 lines Python. Learn robust AI integration patterns.

Multi-channel AI agent, built in Rust.

Advanced WebUntis Telegram Bot with AI & Instant Notifications. Get school timetable updates, substitutions, and cancellations directly in Telegram. Supports RU, EN, DE. Powered by Gemini AI. Untis Vertretungsplan Telegram

DealScale is a cutting-edge platform that leverages AI to transform business operations, providing intelligent solutions for deal management, customer engagement, and data-driven decision making.

🔄 WorkSync - Synchronize work activities across Harvest, Linear, and Slack. Features automated daily standups, AI-powered time tracking via Claude Desktop, and comprehensive activity reporting. Built with Node.js and TypeScript.

Toolkit for creating and managing custom AI assistants, engineering prompts, and ensuring they perfectly fit your project needs.

A voice-based AI chat interface built with Next.js and ElevenLabs. Start and stop real-time conversations with an animated UI that reflects agent status. Fully responsive and deployable via Vercel with environment-based agent configuration.

Your personal AI assistant, opinionated.

Coda Formula Language integration for Google Antigravity with AI-powered formula generation

Python-based voice-controlled desktop assistant with automation, AI responses, system control, and productivity modes.

MetaTemplate: a lightweight, file-based framework for working with AI on anything — projects, coding, daily tracking, or long-horizon goals. Includes BM25 keyword search for Claude Code.

A simple RAG implementation of the Mistral 7B Instruct model on a fully open-source stack.

一个基于RAG架构和LLM能力开发的AI搜索工具，专为检索GitHub用户Star项目中与查询相关的内容，并提供简洁的项目信息。

A portfolio that *speaks* for Itself, literally

Chatbot specialized in the Department of Computer Engineering, Chulalongkorn University - Final Project in 2110572 Natural Language Processing Systems 2024/2 course

Lightweight AI assistant based on deep content understanding 深度理解内容的轻量级 AI 助手

Internhub - Chatbot

This is a Retrieval-Augmented Generation (RAG) application built with .NET 9 and Next.js.

🌐 Transform your ideas into real websites and apps using AI tools, guiding each step for a smooth development process from concept to launch.

VSCode extension that search file with Greptile RAG

A RAG system for spotify

Kết nối tri thức y học cổ truyền với công nghệ hiện đại

LLM-based Listwise Reranker for Retrieval-Augmented Generation (RAG) over GitHub code repositories. Includes advanced retrieval, reranking, summarization, and evaluation with Recall@K.

Google A2A Protocol integrated with MCP Design Pattern

Example code for RAG search

This repository showcases a collection of innovative projects by Charan H U, focusing on cutting-edge technologies such as facial emotion recognition, fitness tracking, and multi-model applications. Each project demonstrates practical implementations of advanced AI/ML techniques, making it a valuable resource for developers and researchers.

Get started with LLMs, FTS and vector search, RAG, and more, in Go!

A 100% local semantic code search tool featuring hybrid search (vector + BM25), AST-aware chunking, and native MCP integration for AI coding assistants.

📜 A universal documentation standard that gives AI agents instant project context via structured history, semantic vector search, and commit-triggered automation. By Oveja 🐑

A Langgraph system for streamlining client interactions, ensuring every customer receives a quick and accurate response. 🌟

This is a sample integration with Zoom APIs and Weaviate to perform RAG enabled vector search on Mail and Calendar data

Natural language search over HuggingFace model cards - built with RAG, LoRA fine-tuning, and LLM evaluation to compare approaches.

Open-source tool to visualise your GraphRAG 🔮 可视化 GraphRAG 的开源工具 🔮

Memlane is where you can store you memories that you think you will forget, but it never

A high-performance FastAPI service that generates vector embeddings for semantic search. Uses the intfloat/multilingual-e5-large model for high-quality multilingual embeddings.

▎Eternal memory for any AI — local, private, portable. Fixes context drift and compaction permanently. Works with Claude, GPT, Gemini, Grok, Cursor, Zed and any MCP-compatible AI.

A jurisdiction-aware Retrieval-Augmented Generation system for legal research built with Hy and org-mode literate programming

A RAG model that takes document input and answers query related pertaining to the document

Full-stack platform that scrapes, stores, and analyzes sports betting odds in real time using a LangGraph AI agent powered by DeepSeek V3.1.

A lightweight expert-system framework for modeling and testing medical diagnostic rules, with multiple approaches.

An Advanced Retrieval-Augmented Generation (RAG) system powered by a Knowledge Graph + Neo4j + Cypher-based retrieval + Review loop architecture.

AI-powered agricultural scheme eligibility checker using RAG Engine, Groq LLM, and voice interface

:book: BRACE — Bible retrieval-augmented (Catholic edition)

Smart Corpus — AI-Powered Document Intelligence Platform with Knowledge Graph, Semantic Search & RAG Q&A. 100% local deployment. 持续更新的智能语料库系统

Physics-Inspired Reranking via Token-Level Point Clouds & PDE Fusion | NFCorpus NDCG@10 = 0.3232 (+47.2%) | 26ms CPU | Zero training

Create, store and enable embeddings related features like semantic search, RAG, recommendation, image to image and more

A Retrieval-Augmented Generation (RAG) using Llama Model Fine Tune - The system that extracts and embeds Cirebon cuisine knowledge into a PostgreSQL database with pgvector, enabling efficient retrieval and contextual responses using FastAPI and Docker.

This project, Auditron, was created as part of the Challenge-Based Learning (CBL) AI project at Esprit School of Engineering - Tunisia.

a local, multilingual (EN/IT) study assistant that indexes course materials and answers questions with citations—using multilingual-e5-base for retrieval and Llama 3.1-8B for generation. CLI-only.

Vietnamese Legal Chatbot is a chatbot designed to assist users with legal inquiries in Vietnamese.

VerixAI: An intelligent document analysis platform using RAG for querying large document collections and receiving AI-generated answers with verifiable citations.

A Retrieval-Augmented Generation (RAG) system implemented in Go

AlightRAG: Association Reasoning Based Multi-Hop Question Answering System（基于联系式推理的多跳问题回答系统）

Retrieval-Augmented Generation Bot

A sophisticated AI-powered tool for analyzing S-1 IPO filings using Google's Gemini AI. This application provides comprehensive financial analysis, data extraction, and interactive Q&A capabilities for SEC S-1 documents.

This is a legal AI system that generates executive summaries and clause-grounded answers from long TOS documents. It is optimized for CPU-only deployement

understand the structure of markdown and its elements (tables, diagrams,...) for search and retrieval augmented generation

bot for Ministry of Planning, Development & Special Initiatives

A curated cookbook of practical ML, LLM, RAG, evaluation, and AI systems notebooks.

A vetted shortlist of tools an AI agent can call end-to-end. Strict bar - if a step needs KYC, dashboard config, or a click-to-enable gate, the tool is not on the list.

CLO (Cross-LLM Orchestrator) is a specialized browser extension designed to eliminate context loss when switching between different LLM platforms. It acts as a **"Reasoning State Virtual Machine"**, capturing the cognitive state of a conversation and enabling it to be "rehydrated" into any other model seamlessly.

Point at any element on the page. One click copies a structured reference (React component, selectors, texts) for Claude Code, Codex, or any other coding tool.

Persistent, correctable memory for AI. Corrections prevent repeat mistakes. Zero dependencies. Works with any LLM. pip install neveronce

Deterministic method-first retrieval for AI coding agents.

A simple toolkit that provides basic schemas and validation logic for tool calling functionality in Large Language Model applications.

AI 智能办公助手前端 | 基于 LLM + RAG + SSE 的下一代办公生产力工具。支持 AI Agent 对话、智能 PPT 生成、演讲稿撰写、RAG 知识库管理、文件向量化检索。React + TypeScript + Tailwind CSS 构建，中英双语。

Multiagent chatbot 🤖🤖🤖 - Lab with Agno and open source llms

A powerful Custom Tool that enables AI agents to autonomously execute GraphQL queries and mutations. This package allows AI agents to intelligently interact with GraphQL APIs, making decisions about when and how to fetch or modify data through GraphQL endpoints without explicit human intervention.

갈무리 — the Korean art of putting things away properly. A Claude Code plugin that gathers scattered thoughts into something you'd want to keep.

MCP server for Watchr. Competitive intelligence & brand monitoring for AI assistants. https://www.watchr.ai

Jane is a Model Context Protocol (MCP) server that provides a knowledge management system for stdlib and specs documents.

Read-only MCP server exposing a local Calibre library (search, details, FTS, samples)

Spatial text browser execution layer for AI agents. 10x cheaper than screenshots.

A CLI for generating LLM-backed metrics for deciding how closely to review code

BETO formalizes the ignorance of an AI. Materializes raw semantic intent into fully traceable, auditable software.

The Multi-LLM Benchmarking Tool

The grep-native language for agentic systems — Claude Code plugin

A Tauri desktop app for browsing local conversation histories from AI coding agents in one place.

Cursor rules to save time and money: lightweight rules to help AI copilots write better code, reduce compute cost, and keep teams moving fast.

Selenium WebDriver MCP server for AI agents and LLM-powered browser automation

Extract your honne — the real working self underneath tatemae — from your Claude transcripts.

A powerful Android application that transforms YouTube videos into interactive learning experiences by extracting transcripts, generating summaries, and creating structured tutorials.

Allows autoGPT to use absolute paths