Custom agents

浏览器中的开源 AI 游戏分析实验室，结合结构化复盘演示与可游玩的沙盒模块，支持局势解读、策略建议与赛后分析。

NTK — 基于信息密度路由的多智能体框架。用最少的 token 做最多的事。

One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed security.

Lightning-fast data access platform designed specifically for AI agents

Beyond Pixels: Exploring DOM Downsampling for LLM-Based Web Agents

Multi-agent orchestration system built on Elixir/OTP. DAG workflows + mesh mode + real-time LiveView dashboards on local, docker , and kubernetes.

Message Center Agent is a Copilot Declarative Agent that queries Microsoft message center messages and the Microsoft 365 Roadmap with natural language. It leverages the Microsoft Graph API and M365 Roadmap API via OData. Authentication is handled using OAuth2.0 and the Teams Developer Portal.

Cross-engine dispatch layer for Codex, Claude Code, and Gemini CLI. One CLI, one JSON contract, unified output.

mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant information efficiently.

Enhancing Medical Question-Answering System through Advanced Information Retrieval Strategies

SimpleAgents lets anyone vibe-code LLM agents and ship them production-ready. It’s Rust-first with Python/Node/Go bindings, multi-provider support, YAML workflows, validation, tracing/replay, resilience, structured outputs, and eval-ready tooling built in.

Enrich coding agent prompts with codebase context using a local LLM

NexDR (Nex Deep Research), a leading deep research agent that autonomously investigates complex topics and generates rich, structured reports.

Intelligent multilingual PDF Q&A system for Indian professionals. Sarvam-30B + multilingual-e5-large. 22 Indian languages, no translation layer.

[ICML 2025] Official Code of SMPE: "Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration"

An Agentic AI Framework for Network Security & Monitoring

AI-powered code reviews & Copilot for GitLab , Github, Azure DevOps & Bitbucket. Zero setup. Powered by Frontier LLms & Ollama.

Windows-native terminal proxy that eliminates scroll-jumping and flicker for AI CLI tools. Sits between your terminal and Claude Code, Gemini CLI, or GitHub Copilot. Rust, ConPTY, zero telemetry.

A curated guide for LLM-agent-driven scientific research automation — from getting started to the frontier.

.NET Agents technologies (Microsoft Agent Framework, MCP, A2A, AG-UI)

Build AI-powered insurance claims processing with Microsoft Foundry, multi-agent workflows, and MCP

Scientific paper evidence search for ChatGPT, MCP, REST, Python, and AI agents.

Markdown-first Notion for AI agents -- pages, databases, blocks, and comments in one call.

[WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration

Multi-agent orchestrator for OpenClaw. Manages coding agents (Codex, Claude, Gemini, OpenCode) via Agent Client Protocol (ACP) with parallel tasks, dependency chains, and diagnostics.

AI Coding Assistant for Godot 4

Personal AI assistant(s) powered by OpenCode

The official code repository for the paper "CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents"

Runtime Security for Multi-Agent AI — Website & Documentation

🤖 Team onboarding kit for Claude Code AI coding assistant. Pre-configured with agents, skills, slash commands, and MCP integrations for Java 21/Spring Boot WebFlux, Angular, Flutter, PostgreSQL, and Firebase. Clone → install → start building.

Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.

Odylith stops coding agents from confidently doing the wrong thing

intelligent-virtual agent authoring toolkit with interoperability of rocketbox , cc4 and didimo characters

A credential-helper framework and agent for Bazel and similar tools implementing the credential-helper spec.

VLA^2: Empowering Vision-Language-Action Models with an Agentic Framework for Unseen Concept Manipulation

Terminal multiplexer with a first-class agent API for shared human+agent workflows

Production-ready Express + TypeScript backend boilerplate with clean layered architecture, dependency injection, JWT + CSRF security, structured logging, automated CI/CD, Docker support, and built-in AI agent instructions so every major coding tool understands the codebase from day one.

Portable AI memory from your conversations and data exports.

Git-versioned backup tool for AI coding agent config folders (Claude Code, Codex, Cursor, Gemini, and more). Each agent gets its own git repo with full history, rsync-incremental backups, credential-safe exclusions, tags, scheduling, and easy restoration.

Give your AI an operating system. Open-source framework for persistent AI context.

PersonAi is a local-first desktop app that lets you create and chat with AI-powered characters. Built with Tauri, React, Rust, Go, and Python, privacy-friendly experience with persistent local history, character customization, and full offline support. Perfect for storytelling, roleplay, or prototyping local LLM assistants.

The most feature-rich web interface for Pi Coding Agent. Session archive & restore, model picker with search, thinking level control, image paste & attach, slash command palette, full Markdown rendering, mobile PWA, and macOS auto-start. No build step. No framework. 4 dependencies.

MCP server with 55 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.

WikiMind is a personal LLM-powered knowledge OS. Feed it articles, PDFs, YouTube videos, podcasts, or papers — it compiles them into a structured wiki and answers questions with full source attribution.

A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp

Universal messenger-to-agent bridge — connect WeChat/Feishu/Telegram to Claude Code/Codex/Copilot

Agent 驱动的专业级平面设计工作台 / Agent-powered graphic design workbench that uses HTML/CSS/SVG as the design medium, supporting vector-quality output, editable elements, multi-layer PSD export, lossless text rendering, and other production-grade features.

luckclaw is a lightweight personal AI assistant

Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Reinforcement Learning

MIT licensed, fully updated, actively maintained Rust bindings for the KiCAD IPC API

Agent Messaging Protocol (AMP) - the open standard for secure AI agent communication

Qworld: Question-Specific Evaluation Criteria for LLMs

A shadcn/ui library for building ChatGPT Apps and MCP Apps

这是一个基于VSTO开发的Microsoft Office Word的AI对话插件，也兼容WPS Office

Open-source PDF-to-Markdown post-processor with footnotes, LaTeX normalization, figure links, and YAML metadata. Supports Marker, MinerU, PyMuPDF, and Docling. Includes a self-hosted web UI.

BASI is the first-ever smart contract created by autonomous AI agents. The token was deployed to ETH mainnet on 6/6/23.

PRO-V: An Efficient Program Generation Multi-Agent System for Automatic RTL Verification

A comprehensive desktop GUI wrapper for Claude Code CLI — manage terminal sessions, CLAUDE.md, memory, MCP servers, skills, agents, hooks, and more

Edge AI SCADA for hydroponic crop monitoring — Gemma 4 function calling on NFT systems. Kaggle competition entry.

DocFinder is a local-first indexing and searching documents using semantic embeddings stored in SQLite. Everything runs on your machine, no external services required.

agents that run on your claude subscription. multi-agent, sandboxed by default. polished telegram UI.

让 DCC 工具通过 MCP 协议接入 AI Agent 的桥接框架 | Bridge DCC tools to AI Agents via MCP protocol

Agentic Algorithm Engineering

PoliteWebScanner is a learning-grade web vulnerability scanner plus AI-assisted report viewer. It crawls safely (queue-based, robots-aware, rate-limited), detects common issues (security headers, cookie flags, reflected XSS heuristics, SQL error patterns), and exports human-friendly JSON/HTML reports with optional AI help for triage and remediation

PsyChat 是一款基于范例引导与Agentic RAG的智能 AI 心理咨询助手。基于高度匹配的Few-shot与学习笔记，应用理性情绪行为疗法（REBT）帮助用户识别并调整非理性信念，缓解负面情绪。

AI chatbot using Flask and Python

Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.

Skills, sub-agents, and playbooks for Claude Code, Cursor, and any Agent Skills-compatible AI coding assistant.

A configurable personality and mood system plugin for OpenCode

Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zero-telemetry memory engine (Rust, MCP) — gives Claude & any MCP client persistent cross-session memory.

Claude Code skill: Multi-agent adversarial review panel — 4-6 AI reviewers debate your code/plans, then a supreme judge delivers the verdict. 9 auto-detected signal groups, built-in domain checklists, anti-groupthink mechanisms.

My collection of agent skills for a variety of tasks

Cyber Threat Intelligence Skills for each stage of the CTI Lifecycle.

Borg Internet Operating System - Just something I dreamed up. To try it out clone the client borgHUI. https://github.com/bitmonky/borgHUI

Self-hosted, agentic AI you own — voice, vision-driven browser & computer control, visual workflows, human-in-the-loop approvals, multi-user RBAC, and a knowledge graph. Runs on your infrastructure. Your data. Your AI.

A team that debates > a model that answers. MeetMind turns one requirement into a live discussion among five role-playing agents — architect, backend, frontend, test, and PM — each with its own private RAG knowledge base to search, cite, and reason from. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

Domain-neutral AI red-team framework for recursive self-improvement governance

Learning chatbot that can automatically fetch lecture transcript

观墨 · AI 原生 Markdown 编辑器，集本地知识库(RAG)、长期记忆和 Agent 工具于一体 GuanMo · AI-native Markdown editor with local RAG knowledge base, long-term memory, and Agent tools

Opencode-Raven keeps noisy tool work behind a focused Raven agent, so your main model gets compact answers instead of raw search results, docs pages, GitHub examples, MCP output, or large MCP schemas.

A semantic event bus for AI-agent ecosystems

Panacea is a framework for building collaborative, intelligent multi agent AI systems. The framework provides a robust infrastructure for creating and managing multiple AI agents, and enables developers and organizations to build, deploy, and optimize AI agents that work well in dynamic, complex environments.

Local-first, private AI agent workspace for Codex and Claude. Own your context and run agents on your Mac.

Language- and framework-agnostic template for agent-driven projects.

A collection of 5 practical AI projects that demonstrate how to build real-world AI applications using LLMs, agent workflows, tool calling, and memory

The Claude Design for IG carousels — one engine, swap a brand pack, get a whole new style, with a built-in AI reviewer. ｜ IG 圖卡版的 Claude Design — 一套引擎，換一份 brand pack 就換一種風格，內建 AI 審稿員。

Ripple is a Codex-powered agent workspace for sessions, files, connectors, automations, and multi-platform clients.

Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server

Fastly skills for AI Agents.

Head-to-head comparison of local LLMs for agentic workflows (Hermes Agent, tool-eval-bench)

CortermTerminal2 是一个面向 AI Coding Agent 的远程终端客户端，让你可以在手机上连接服务器，继续操作 Claude Code、Codex、Copilot 等终端任务。

Agent swarm framework for Claude Code. Plan, build, review, test, ship -- with human-in-the-loop gates.

A curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.

AgentScope Golang: Agent-Oriented Programming for Building LLM Applications

Hermes + Honcho + GBrain integration guide

Learn Model Context Protocol (MCP) from scratch in plain Node.js. Build a working MCP server step by step with zero black boxes, from JSON-RPC and stdio transport to tools, prompts, resources, sampling, and agent workflows.

Smart Compact — recoverable context cleanup, verified compaction, session navigation and project memory for Pi Coding Agent.

去 AI 味设计系统库 · 6 美学家族 × 64 套设计系统 · 复制一段提示词粘给任意 AI 就出片不飘 · 含在线预览站 | Anti-slop design systems for any AI — 64 curated design systems across 6 aesthetics, copy-paste prompts, live demo.