Custom agents

MCP server giving AI assistants context-efficient access to Microsoft FluentUI v9 docs — smart search, props references, examples & implementation guides across 12 specialized tools.

Stop guessing why a container can't read a file. Stratum unifies Proxmox, VMs, bare Linux, and Docker into one agentless, self-hosted dashboard — with plain-English UID/GID, permission, and bind-mount diagnostics.

Curated GitHub Copilot plugin marketplace: 363 installable plugins plus a trust-scored discovery index across 3,862 plugins in 42 stores. Start with Alex ACT Core.

Local AI voice assistant with wake word detection, screen vision, 31 tools, and Iron Man web UI. Fully offline — Whisper STT, Kokoro TTS, Ollama LLM.

Context compression for AI agents — cut token usage costs with retrievable CCR compression. Rust core + Python API, Claude Code & Codex plugin, MCP server. PyPI: furl-ctx

Token-efficient exact math for AI agents (SymPy + NumPy): symbolic engine, ODE suite, optimizer, code generator.

MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via OMDb.

Litos is a real AI coding agent written entirely in C#/.NET, no black box.

Spec-driven AI-governance development template: GitHub spec-kit + a 7-article constitution + twelve specialized AI sub-agents with priority-aware loop closure + a machine-readable governance substrate (OSCAL, threat catalogs, Cedar policies).

AI litigation copilot for analyzing Brazilian lawsuit PDFs with RAG, multi-agent orchestration, explainable citations, and structured legal strategy reports.

Local-first AI orchestration studio. Route every task to the best-suited model, local or cloud. BYO keys or OpenRouter, free.

An agentic Linux distro — local LLMs + Claude Code one keystroke away. Arch + Hyprland, boots on any x86_64 (T2 Intel Macs included). Ship an AI-native desktop in 15 min from a USB.

🛰️ Orbit — turn any repo into a self-prompting agentic loop (memory + sub-agent team + skills + loop + hard stop conditions). A Claude Code plugin.

A fast, cross-platform build system and task orchestrator for polyglot monorepos. One statically linked Go binary, config as code, no second toolchain to install.

Aurbis — a free, open-source AI skill pack that turns Claude (or other providers/agents) into a practical The Elder Scrolls Online (ESO) personal assistant (builds, farming, routines, crafting, PvP, tracking, and more).

A local-first self-evolving AI agent runtime that learns from every task and grows its own skill tree.

Free, no-API-key web extract backend for Hermes Agent — wraps Jina Reader. Drop-in web_extract plugin (markdown, no key, zero config) with dual-backend search/extract config guide.

Puts a Pi agent on Telegram: your terminal session on your phone, and a secretary that replies to other people for you — built for a small local model, with strict context isolation and long-term memory per contact (I don't know TypeScript at all; this is mostly a local-model experiment, with occasional help from Claude Code)

Control Ableton Live from an AI assistant. 104 tools for building, editing MIDI, mixing, and mastering in a running Live set. Typed, tested on Live 12.

Click any planet, moon, star, or galaxy to dive into a scientifically accurate profile — physical data, internal structure, exploration missions, and citations back to NASA, ESA, JPL, the IAU, Hubble, JWST, and peer-reviewed publications.

The real-world Jarvis for your PC — a voice AI that sees your screen and actually drives it: clicks, types, and runs multi-step tasks on its own.

基于LLM的量化因子开发Agent

Jarvis AI OS - one brain, many shells. Landing, console, agent marketplace, plugin SDK, and desktop shell (Tauri).

Go SDK contracts for typed, observable, and resumable agent workflows

SAP ATC Checker - Run ABAP Test Cockpit checks with any check variant via SAP ADT API

Real, reproducible LLM inference benchmarks on the NVIDIA DGX Spark — parallel agent sessions, tok/s and latency under load, with an interactive dashboard and one-command recipes

Agent-friendly flight search and booking CLI and Skill for Atlas

An autonomous Agentic AI built with LangGraph to protect worker rights, detect predatory contract clauses, and advocate for fair compensation in line with UN SDG 8.

repo for agents to share their solutions to the second autocorrelation inequality

Agent that helps to sift through emails and Linkedin inbox with SOTA safety. All built from scratch

Runtime security and policy enforcement for tool-using autonomous AI agents

Real-time detection and repair of LLM agent failures — a one-class behavioural monitor at ~200 µs/step, with 2,823 committed traces.

Qube is a privacy-first desktop AI assistant that unifies personal knowledge management (document library, long-term memory) with institutional research sources and inspectable, citation-grounded answers — entirely on the user's hardware.

Multi-agent development harness for Claude Code, Codex CLI, and opencode — stack-agnostic, project-aware agents, commands, skills, and hooks for planning, building, reviewing, and documenting software.

This Agent Beats AGI? Prime Agent GitHub Tested Locally - Autonomous Recursive Multi-Agent Logic & Puzzle Solver harness inspired by Prime Intellect RLM architecture.

Focusing on building both MCP servers and clients using the Python SDK to make sure these three core primitives—tools, resources, and prompts—and understand how they integrate with Claude AI, Gemini AI, Copilot and Grok to create powerful applications without writing extensive integration code.

Vendor-neutral graph orchestration for reliable agentic systems: one portable Graph IR, native TypeScript/Python runtimes, deterministic barriers/routers, and cross-language conformance.

Watch AI agents collaborate in a retro pixel office — real delegation, real file writes, 40+ LLM providers

VulnFlow（渗透工坊） - AI 原生多代理渗透测试平台。由协作型大语言模型驱动的自主安全评估，具备基于 LangGraph 的代理编排、RAG 知识库，以及完整的安全工具链集成。

Context engineering decides what a model sees. 14 self-contained examples that build the mental model one piece at a time, Node.js + local GGUF. Understand deeply, then use frameworks wisely. Hands-on context engineering - all local.

A multi-agent AI system with isolated agent memory, deterministic confidentiality guards, transactional context compaction, provider adapters, and replayable observability.

Embodied AI agents runtime

Monorepo for Hirn. Hirn is a composable, private, local-first AI agent ecosystem that, by default, runs 100% private natively on your own hardware

Cut API bills 40–70% and stop rogue agent behaviour with a single static binary that sits between any agent and its MCP server — enforcing tool-level security, deduplicating and semantically caching calls, and exposing Datadog‑style observability.

AI-assisted pipeline for structured patent claim-to-description correspondence analysis and claim chart prototyping.

agent-Shield sits silently between your AI IDE (Cursor, Claude Desktop) and your computer. It continuously watches the Model Context Protocol (MCP) tool requests, blocking dangerous commands and API key leaks in real-time.

agman — agent manager: AWS_PROFILE-style config profiles for AI coding agents (Claude Code today; Codex, Gemini CLI on the roadmap)

Trigen - An AI-Native 3D Creation Agent Platform, Exploring the Creation of 3D Content!

Hermes Agent Android 客户端与中文移动 Dashboard：模型/DeepSeek、QQ Bot、MCP、记忆、语音，以及可选 Root、Kali Linux/NetHunter 安全工具集成。

Self-hosted clinical AI agent platform: deterministic drug-interaction & critical-value safety rules, FHIR R4 / CDS Hooks 2.0, PHI de-identification, RAG document vault, HIPAA-aware audit. FastAPI + LangGraph + Python.

AI video editor with an agentic core — turns a script or idea into an editable timeline, then edits it by chat. Runs keyless (degrades to deterministic fallbacks); add keys for LLM planning, stock footage & voiceover. React timeline editor · Node gateway · Python agents · FFmpeg render.

Core infrastructure and architectural components for AcruxCore ecosystem services.

System design for AI, taught like a story — free, from zero to production.

Enterprise orchestration engine for Agentic AI. Instantly deploy highly-scalable, headless visual sandboxes for full computer automation.

AI-powered agentic framework for web application penetration testing.

Qt AI Chatbot for which supports MCP tool calls and RAG, written in C++ with Qt. Uses Ollama for the backend.

A simple language aware Ruby chatbot for Telegram messenger using SimSimi API.

This project acts as a proof of concept of the utility of facial expressions of emotion as a modality. Its intention is to explore the entire process of creating useful applications based on this modality to uncover challenges and determine their viability.

Easily add Drift's chat widget to your Django apps.

Simple Messenger Bot to capture Stickers ID

A Script-Browser for the Streamlabs Chatbot

A Watson Workspace bot framework

A Python bot that uses OCR and GPT to read on-screen chat messages and auto-generate replies

help ChatBot is bot used for helping your audience who have some queries about your website

This project is for disease prediction using machine learning configured with chatbot

An Android chatbot application using Dialogflow

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This repository contains a simple text-based chatbot .It can respond to user input with pre-defined responses, providing a basic conversational experience. A great starting point for learning about chatbot development! 🤖

Group coursework for ARIN7102 (HKU 2023)

Telexa - answers made simple

The Chat bot BMO: a computer program designed to simulate conversation with human users,espacially over the internet.

The Ollama Plugin Extension for Hexabot Chatbot / Agent Builder that provides a custom block for Generative AI + RAG

Bootcamp to create the itenium Chatbot

LawPal is India's advanced AI-powered legal assistant, designed to make legal knowledge accessible to everyone, free of cost.

Private, local-first library for your saved Instagram content with an AI chatbot — powered by Ollama, exports to Obsidian

🌸 A full-stack, privacy-first women's health companion for period & PCOS tracking, pregnancy milestones, medication reminders, and grounded AI health assistance. Built with React, TypeScript, Node.js, MongoDB Atlas & LangGraph.

Nexus Analyst demo: Nexus-powered analyst vs traditional baseline agent

Companion project for my course "AI Engineering Fundamentals - Build and Deploy real LLM apps with Python"

Podcast transcript API — turn any published podcast into clean Markdown with real speaker names. Built for AI agents.

Unified ingestion tool for Google's Open Knowledge Format (OKF): validate, load into a portable DuckDB catalog, and semantically search bundles — from R or Python.

Lightweight HTML-to-Markdown parser for AI agent workflows — Python CLI and API around a fast Go engine, available on PyPI.

A local, agent-queryable mail intelligence layer — progressive mailbox index + MCP server that gives AI agents recall over your email without handing them the keys.

Source-grounded MCP memory runtime and Obsidian-compatible vault template for LLM agents.

12-week, project-driven Obsidian curriculum: cloud/infra engineer → AI Agent/LLM engineer. Companion narrative + interview prep for shaneliuyx/agent-prep labs.

基于大语言模型的智能研发效能助手。深度解析需求文档，精准识别逻辑漏洞；多维度生成测试用例，提升用例设计效率；构建可复用的测试知识库，将个人经验转化为团队资产。赋能 QA ，实现质量保障智能化。

Ash — offline survival assistant for iOS. Gemma 4 E2B/E4B fully on-device (text · image · voice) with RAG-grounded answers over 56 emergency-response packs. Built for the Kaggle Gemma 4 Good Hackathon.

personal knowledge base and folio & blog with public face, private brain, one app

Multi-agent AI podcast production platform with anthropomorphic AI hosts for automated deep-dive content generation. 多智能体AI播客创作工具，人格化AI嘉宾自动生成深度播客节目。

deal.II Assistant (Large Language Model & RAG Application)

OpsAgent

Agent 记忆系统：短期/长期/工作记忆分层、向量检索、会话持久化、记忆压缩与衰减

숭실대 공개·개인 데이터를 MCP 도구와 REST API로 제공하고 인증·동의·장애 격리를 관리하는 비공식 백엔드

The most complete Dify MCP server + CLI - 138 tools that let any AI agent build, test & ship Dify workflows autonomously. Works with Claude Code, Codex, Gemini, Cursor.

从零基础教程到生产级验证的本地 AI Agent / AgentOps 项目：RAG、审批、最小授权、幂等、崩溃恢复与密封评测

Open-source MCP-OAuth conformance scanner + IETF reference implementation of draft-ietf-oauth-identity-chaining-14 and draft-ietf-oauth-transaction-tokens-08. CLI + GitHub Action + hosted scanner + public registry. Apache 2.0.

7-tool terminal MCP server in Go - persistent shell sessions AI agents can type into and read back, full-screen programs included. Single binary, universal installer, detects 13 AI clients. macOS, Linux, Windows.

A.I.M. – Actual Intelligent Memory: zero-token exoskeleton for long-running Claude/Gemini/Codex CLI agents. External SQLite memory, GitOps guardrails, DataJack cartridges. Alpha, trenches-first.

任务分拣器 🧭 让 AI 助手知道任务轻重缓急：小事直接做，大事走流程。基于 mattpocock/skills 的前置判断层

Deterministic 0-100 health score and agent fix-loop for Android Jetpack Compose. Wraps detekt + compose-rules