Custom agents

Minimalist Telegram bot for codebase analysis using LLMs and RAG

A command-line semantic search tool that indexes and searches local Git repositories using vector embeddings

Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.

Official web application for managing, configuring, and testing the Brevia API

ACLReady, a retrieval-augmented language model application that can be used to empower authors to reflect on their work and assist authors with the ACL checklist.

Self-hosted and local-first application for inference and RAG on consumer grade hardware.

An Abstraction Using a similar API to Pinecone but implemented with pgvector python

A Python project that deploys a Local RAG chatbot using Ollama API. Refines answers with Deep Research from external websites, and uses both Embedding and LLM models.

A basic project for RAG with Node.js

Dify智能体 RAG统计分析课程助手 TTS文本转语音

Practical AI & more workflows for coding, MCP, local AI, productivity, research, media, and ops.

AutoML/Unstructured Data Processing for RAG and LLM Dataset Creation. Current Database Options are: Qdrant or Marqo DB.

Loreer is wise AI assistance that has the vast knowledge of all lores, whether that is movie, series, game, or book related. Powered by LLMs and AI.

A utility to chat with documents

Summarization extension for text-generation-webui, combining both general information & specific information via structured summarization data & RAG for near-perfect memory.

A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.

Unlock the power of vector databases with the "Vector Databases: from Embeddings to Applications" course! A journey that will equip you with essential skills to leverage vector databases for various applications.

12-Types-of-RAG, Python, Typescript, ...

Fastest way to make a RAG for your current website. WIP

Your Family Translator — An AI-powered wellness platform combining emotional companionship, community support, and self-reflection tools in a calming beach-themed experience.

Web crawler for generating RAG knowledge base files

Give your AI a perfect, infinite memory. A local-first, zero-LLM memory system and Model Context Protocol (MCP) server designed to give AI assistants (like Claude, ChatGPT, and custom agents) a searchable, structured "Memory Palace."

Local AI workstation dashboard Neuralforge— manage LLMs, agents, RAG, Telegram AI bot with 14 meme personas & voice cloning, image/video/3D generation, and LoRA fine-tuning and SMM module from a single web UI. Runs entirely on your hardware.

Self-hosted Markdown knowledge workspace with spaces, search, access control, and LLM-ready workflows.

Github application (bot) which generates answers to repo issues using AI (LLM's)

RAG/LLM-based movie recommendation system with

Legal Document Retrieval task focuses on determining which legal articles are relevant to a specific legal question.

llm_works

A Next.js notes assistant powered by Groq AI, Prisma, and SQLite.

A Streamlit-based application that analyzes resumes using AI to extract skills, experience, and qualifications, helping recruiters make data-driven hiring decisions.

A live, evolving collection of open-source AI agents and real examples showing how businesses can use AI to automate work, save time, and explore new ideas.

Context layer on top of your unstructured universe

DAUT – Documentation Auto Updater - AI-powered documentation generator for your codebase. MCP-Connector

Pointer-based skill retrieval for LLM agents. The alternative to vector DB RAG.

"A Retrieval-Augmented Generation (RAG) system for document query and summarization using vector-based search and language models.

Experimental hierarchical external memory for AI assistants, designed to reduce context contamination and localize memory updates.

An implementation of Retrieval-Augmented Generation (RAG) indexing using Rust and LanceDB. It leverages the power of Rust for efficient and safe performance, combined with LanceDB for advanced indexing capabilities.

A powerful RAG tool that scrapes YouTube channel videos, extracts transcripts, and enables AI-powered chat interactions using Google's Gemini API.

The #1 AI-native monorepo template — Next.js + Expo + FastAPI + LangGraph + Supabase with 90% code sharing

Official Code repository of our approach Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation

The ultimate all-in-one campus ecosystem for NCU. A modular Flutter app integrating pAIney (AI Chat Bot with RAG), NiCalU+ (Schedule), NConflUX (Info-Hub), and student life tools.

AI long-form novel writing pipeline with SQLite memory, guard registry, continuity evidence, anti-hallucination checks, and revision loop.

Convert your repositories into PDFs and structured JSON outputs, giving LLMs full context of your codebase

Oshepherd: Ollama instances Orchestration

Weld connected structure toolkit for agent-first repository discovery

Quick Checkpoint is a VS Code extension that helps you use code history as context when working with AI coding assistants. It is useful for using old versions of code as context to help undo when LLMs break your code.

AI context engine for Claude Code, Cursor, Windsurf — pack, compress, and optimize any codebase. Save 60-90% tokens. Web dashboard on port 7456.

Experimental MCP tool-list filtering proxy for large agent tool catalogs.

Delta Compression for Fine-tuned Models and Datasets

Trigger-Driven Dynamic Context Loading for Code-Aware LLM Agents

The agentic system that builds for you — self-hosted AI assistant, private & always-on.

A demo chatting with documents scanned with Dynamic Web TWAIN

Automates personalized internship outreach emails using Python, Gmail API & Google Sheets — with smart delays, template rotation, and logging.

即插即用的 AI Agent 技能集合 — 飞书集成 · Mermaid 图表 · Codex 编排 · 前端设计规格

Seamlessly integrate NotebookLM with your AI agent using the Model Context Protocol (MCP). Includes detailed setup, authentication guides, and automated installation skills

Autonomous coding agent — queue tasks, schedule jobs, and let Claude Code execute them in isolated git worktrees while you sleep

Assess and improve your codebase's AI-readiness. Get an AI Readiness Score (0-100).

Zing plans, builds, tests, and ships clean code with AI. Zing keeps you in charge at each step. This is the Zen of Zing.

Minimal CLI companion for calling ida-pro-mcp over SSE from shell scripts, lightweight agents, and general AI workflows.

WebDriver BiDi-first browser harness for AI agents, inspired by browser-use/browser-harness.

Playwright but for any app on any OS

Next-Generation Multi-Agent Research Engine Transforming raw queries into structured, verified intelligence reports.research assistant

Structured document annotations with REST API + MCP. Replace Google Docs commenting with agent-consumable feedback.

Prompt to Animation — turn a text description into a downloadable interactive character bundle.

A universal skill.md creator for any website. AI agents can register or take any action with human guidance.

A Model Context Protocol (MCP) server offering professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning.

Make your OneNote notebooks survive in the age of AI — CLI with full-text page-level search via Graph API

Write-capable Solana AI agent — swap tokens, send SOL, and manage your wallet through natural language. Experimental: review before trusting with funds.

Open-source agent observability — session replay, metrics, and shareable snapshots for AI agent workflows

Custom modes for better planning and executing software development tasks with AI agents.

NXTG-Forge plugin for Claude Code: governance, 33 agents, 24 commands, 27 skills, 27 hook registrations. Alpha (MIT).

An Agent-as-OS architecture - a native Android system process with a closed learning loop, direct kernel hardware access, and autonomous task execution.

AI Career Mentor is a web application powered by Google's Gemini API that helps users explore and plan their tech career paths based on interests and goals.

Chief Executive Orchestrator - Claude Code plugin coordinating 150+ specialized agents across all domains

Open-source AI agent control plane in Rust for runtime governance, agent identity, permissions, memory, human approvals, budget controls and auditable receipts. Bring existing agents or assemble one here. Active development; production coverage is being validated.

Unofficial pre-ingestion adapter that converts selected FeedOracle MCP evidence into deterministic, auditable seed files for MiroFish.

Local pre-write containment & structural scoring for AI coding agents: deterministic policy, Mamba-3 SSM coherence, and local Laya multi-file triage.

Haira: The programming language for AI agents.

Zero-code YAML-driven agent orchestration over strands-agents

🐦‍⬛ Decentralized development agent platform with on-chain identity and encrypted inter-agent communication via Algorand

Runtime Gateway for AI Agents. 17-phase security pipeline between agents and LLM APIs. Works with OpenClaw, Paperclip, Claude Code, Cursor. Open source, MIT license.

Research benchmark: conversational memory learning on a corrected LoCoMo dataset

Argus - Multi-agent code quality & architecture review plugin for Claude Code. Runs parallel analysis agents with cross-validation to catch real issues, not false positives.

Official website for the AgentSearch Workshop at SIGIR 2026: Indexing, Retrieval, and Ranking of AI Agents.

Graph based implementation of the Model Context Protocol Memory Server

Yet another AI agent framework — but this one's named after me, so it's automatically better.

Set up remote terminal access for AI agent workflows in minutes

Autonomous coding agent orchestration. Give it a goal, walk away, come back to finished work. Eval loops, multi-agent pipelines, DAG dependencies, crash-proof persistence.

Adversarial, Multi-Agent Career Knowledge Base & Resume Pipeline

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

[Experiment] Achieve 30% to 60x token savings via the V3U protocol. Use a free/local Translator Agent to communicate with Executor Agents natively in V3U data (0-English). Read How_to_Start.md to begin.

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

Multi-agent TDD/SDD scaffold. Rebuilds Spring Boot apps from specs + tests using parallel headless Claude agents with context isolation.

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.

Pure-Elixir git: clone, fetch, push over smart HTTP v2 with lazy partial-clone and a path-oriented FS API for agents

A curated survey of Trustworthy Computer-Use Agents (CUA): trust boundaries, formal analysis, evaluation gaps, and governance — with a structured, per-section reading list of papers.

Sustainable Hydroponic domain-specific LLM developed to improve sustainable farming.

Local Codebase Assistant, data are locally and the inference is customizable!