Custom agents

Symfony Profiler meta data collector — reads from Doctrine, Cache, Twig, Events, HTTP Client, Messenger & Stopwatch collectors to detect N+1 queries, slow SQL, cache misses, hot templates & 10 more anti-patterns. Scores findings by impact/effort/confidence/ROI with prepared AI agent prompts. Directly queryable via AI coding tools like Claude Code.

This curated list focuses on tools and frameworks for building AI agents

A generic mcp server fuzzer

MCP server for AI agents to analyze Excel spreadsheets through atomic operations. Like SQL for Excel. Fast, accurate, and efficient. No context overflow.

基于 Claude Code 的自动化渗透测试 Agent，目标是达到中高级网络安全专家水平。

A tiny AI pet that lives on your desktop. Every AI wants to make you productive — this one just purrs.

Your Live2D AI Navigator for every coding mission. Synchronized with ClaudeCode, Copilot and Codex ..)

MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics.

Local CLI for automating Classic Outlook on Windows via COM. Includes a Claude Code/Codex Skill for AI-assisted email management with safety guardrails.

基于任务类型动态调度到合适的智能体角色（架构师、产品经理、测试专家、独立开发者）。支持多智能体协作、共识机制和完整项目生命周期管理。

A research framework for evaluating proactive AI assistants through active user simulation

The memory substrate for AI agents and developer tools. Git-versioned, file-native, MCP-first.

AI-powered terminal coding agent in Rust — TUI, BAML agent loop, fuzzy search, tmux background tasks, skills, MCP support

Dart framework for stateful AI agents: tool use, skills, sub-agent delegation, planning, streaming, evals, and multi-provider LLM support.

A curated list of MCP servers, tools, protocols, and resources for AI-powered advertising campaign management. Covers Google Ads, Meta, LinkedIn, Reddit, TikTok, Amazon, and more.

Reference build for a self-hosted AI platform — persistent context, multi-agent workflows, and purpose-built agents on your own hardware

An MCP server to use with iOS and Android. Seamlessly maps Native screens and WebViews. Multiple parallel devices supported.

Open AI agent governance protocol. Cryptographic identity, delegated authorization that narrows at every hop, gateway enforcement, and signed receipts. TypeScript, Apache-2.0.

A powerful plugin for Claude Cowork Desktop, designed specifically for Swiss legal professionals. 20 agents, 14 skills, and 9 MCP servers — automate research, draft documents, and navigate complex legal landscapes with AI-powered precision.

Inline review comments for markdown specs. Built-in MCP server hands feedback directly to your AI agent.

🔒 MCP gateway with a built-in skill library.

cn金融数据 MCP 服务器 — 工具包覆盖 A 股行情、财报、估值、板块、市场全景、新闻及宏观指标。

MiloAgent — Autonomous AI Growth Agent for Reddit, Twitter/X & Telegram. Self-learning bot with LLM-powered content generation, multi-account management, community automation, and A/B testing. Zero cost, open source.

C# MCP server for kernel & user-mode Windows debugging — DbgEng COM, KDNET, Frida, dbgsrv, TTD, and integrated VM control. 29 tools for LLM agents.

An opinionated, agentic life-OS for Claude Code — a markdown vault with daily/weekly/quarterly review skills baked in. Includes the feedback layer most templates skip.

MCP server for Ansys Electronics Desktop automation with PyAEDT, HFSS, Maxwell, Q3D, Icepak, native AEDT APIs, reports, sweeps, and simulation workflows.

[IEEE TMM] Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

With Strictly, you and your AI agent can see every StrictMode violation. Live.

A curated collection of AI-powered skills, agents, prompts, and workflows for Android, iOS, Flutter, React Native, Unity, and Unreal developers. Build faster, debug smarter, review code, optimize performance, automate tasks, and ship high-quality apps and games with reusable AI productivity tools.

🎬 16-role AI film studio · End-to-end short video pipeline · Multi-agent · Self-hosted

Opinionated AI agent skills for building applications with MotherDuck

Use AI agents to automatically download videos from the internet and generate natural voice-overs in minutes — turning any content into ready-to-publish videos with minimal effort.

Χ-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?

Make the agents you ship faster, more accurate, and safer.

Code for AdaJEPA

Let coding agents see your browser.

Run your agents in an infinite canvas

把 Agent 的每次改文件，画成一支「股票」的 K 线

为Minecraft而生的Agent工具，轻松上手

WebWorld is a large-scale web world model that helps train web agents in a simulated browser, avoiding the latency and safety issues of the real web.

Open, self-hostable organization-of-record for AI agents — the accountable layer above any framework. Autonomy is earned, not assumed.

A practical, no-hype workflow for AI coding agents: context, plan, implement, review, QA, ship, retro. Templates, two Claude Code skills, and a 40% context rule - every claim traced to official docs.

Local-first analytics dashboard for AI coding sessions. See what you built with Claude Code & Codex CLI.

Train an agent to generate high quality summaries

Lint rules for your AI agent's discipline, not its code

Dont guess. Simulate. Multi-agent market prediction engine.

一个运行在服务器端的多AI智能体自动编排开发系统

Memory system for AI agents. #1 on LongMemEval — 96.2% (481/500). Beats every published system including Chronos, Mastra, Supermemory, and Emergence. Built solo in 16 days for $1,000.

Notion automation CLI for AI agents

Slack AI Agent - a Slack app with MCP connections that can answer questions and perform agentic actions on Slack.

Tauri 2 + Phaser 4 desktop dashboard that visualizes live GitHub Copilot CLI activity.

Methodology + templates for a trustworthy, traceable, self-growing AI data-analyst agent: metrics-first, independent read-only validation, and a self-growing rule library.

An AI native macOS reader. Built for professional reader.

AI Agent驱动的Claude code 软件开发工作流框架 — 让AI Agent协作完成软件全流程开发。自动生成PRD、架构设计、源码、教程，实现"描述即交付"。

Prompt-to-repo authoring system with one-sentence generation, demo assets, diagrams, and installable Hermes Agent profile distributions.

LLM Agent skills for working with DataHub, search, enrich, quality, build connectors, ...

智能 OnCall Agent 是一个基于 AI 的运维自动化助手。采用gin+eino，使用了RAG，ReAct，Plan-Execute-Replan

The first veterinary AI skill library for OpenClaw. 51 species-aware, safety-first skills + openFDA reference clients for clinical, pharma, and diagnostic workflows.

Atomic SAP ADT CLI and scenario-driven AI skills for ABAP code and business logic analysis, source read/write, Unit/Dump diagnostics, experimental debugging, code review, transport readiness, and SAP integration. Works with Claude Code, Codex, WorkBuddy, OpenCode, and other Agent Skills-compatible tools.

Persistent memory and operational continuity for AI coding agents — append-only event ledger (AgentBook), rolling summaries, self-model, belief knowledge, and turn-1 frontpage injection for deterministic cold-start.

53 retro HTML/CSS UI themes for AI-assisted frontend development. Windows 95, CRT, vaporwave, DOS, arcade, mainframe, and more.

One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Gemini & more. Keyword + semantic search, MCP server, CLI & VS Code extension.

万相台 AI 无界 one.alimama.com 只读广告数据 CLI + AI Skill · Windows / Mac · 共用取数插件，在已登录的 Chrome 里取数

Agentic Runtime

Tamper-evident integrity monitor for the MCP config & server files your local AI agents load.

Support Line and Facebook for dialogflow

A research-grade harness for evaluating long-horizon AI agents, with ablatable memory, control-plane benchmarks, deterministic simulations, and pre-registered machine-graded results.

WanxAgent 是一个基于大语言模型的现代化智能对话系统，集成多Agent协作、知识库检索、工具调用、MCP服务器等核心能力，提供完整的AI工程解决方案。

The best way to use pi agent.

A safe, auditable relay between planning AIs and coding agents—without repetitive copy-pasting.

minimalist/toy terminal agent harness written in bash

一款桌面agent可视化界面

Agent coordination protocol — declare intents, lock symbols, detect conflicts before code is written

Paper Agent 是一个基于 Spring Boot + React 的自动科研智能体项目，聚焦“文献管理 + RAG 问答 + 论文检索 + 综述写作”闭环。系统支持本地 PDF 论文上传与解析、向量化检索、带证据来源的学术问答、外部论文发现，以及基于本地文献证据生成综述大纲、草稿、参考文献和导出文本。

Diffium is a CLI tool to help you better understand git diffs, with the main intention to make co-development with AI coding agents easier.

AgentPay-AI is a lightweight pay-per-use GenAI agent platform that simulates token-based billing (USDC-style) for AI tasks. It demonstrates how AI services can be monetized at the request level, similar to how real-world AI APIs charge users per token or request.

AuditAI is an Agentic AI-powered website auditing tool that analyzes SEO, performance, accessibility, and security issues using AI-generated insights.

ast-outline lets AI coding agents pull exactly the code context they need — a repo skeleton, a file outline, or one symbol — instead of reading whole files. A stateless, tree-sitter-based CLI.

移动端 AI 自动化测试平台 —— MCP 工具 + AI Agent + 可视化操控台

用大白话讲透 AI 和 Agent，从 ChatGPT 到智能体，零基础也能看懂的工作指南。基于 WorkBuddy 多模型协作平台创作。使用求是skill作为主要技能。

🤖🤮 Hate the yuck codes that agents generated? Try `alint`, a ESLint like toolchain for intent driven code check, freeze your skills, AGENTS.md to lint rules

Aprenda Inteligência Artificial do zero: fundamentos, prompt engineering, embeddings, RAG, agents, MCP e produção. Guia 4noobs da comunidade HE4RT.

Agent skill that audits and cleans agent-facing markdown docs — archives completed-work history, fixes stale facts and contradictions, keeps only live verified facts.

AI Agent hardware for mobile phone

A Hierarchical AI Agent Skill Set for managing AOSP platform integration, built on an MMU-driven Memory Model.

Context File System for Agentic AI

Construire un LLM de zéro, à la main et en français : les notebooks des 22 chapitres, des tenseurs jusqu'aux agents IA. Le livre et ses visualisations interactives : llmdezero.com

Agent-friendly local publisher for Xiaohongshu, Douyin and WeChat Channels with multi-account safety, scheduling and deduplication.

Agent skills that turn raw markdown notes into a self-updating LLM knowledge base

Run LLMs, VLMs, ASR, TTS, diarization and more fully on-device with Apple's Core AI framework (iOS/macOS 27) — one line of Swift per model, 60 models pinned to immutable Hugging Face revisions, each gated against its source model before enrollment. Plugs into Apple's FoundationModels API: LanguageModelSession with tool calling + guided generation.

Source code for "TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework"

A topic-oriented reading list of ICML, ICLR 2026 papers related to agents, tool use, multi-agent systems, computer-use agents, and agent safety.

A self-documenting, self-extending multi-agent system. Topics are miniature GOOP instances. Markdown is the API between human and machine. Built on Hermes Agent by Nous Research.

High-assurance, artifact-agnostic prompt for authorized security labs, exploit-chain research, PoC validation, and evidence-led reporting.

影刀 xbot AI Agent 开发知识库｜影刀编码版 API、RPA 自动化、浏览器、Excel/WPS、市场指令、Claude Code 与 Codex

Practical AI guides, coding-agent skills, playbooks and tools for solo builders making products and content. Contribute a workflow or improve an existing guide.

🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。

AI agents for pentesting, code audit, fuzzing, vulnerability discovery, and reverse engineering: harnesses, sandboxes, security MCP servers, benchmarks, and evals.

Build beautiful games with high-quality 3D assets using Thrixel and Claude Code.