Best AI Agent Frameworks MCP servers & agent tools

Reverse engineer anything with agents, from app behavior down to native binaries.

DeepSeek Harness: Everything is a Plugin.

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

An open-source AI agent that brings the power of Gemini directly into your terminal.

The open-source app everyone uses to manage agents at work

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

Never stop coding. Free MIT AI gateway: one endpoint, 359 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/

Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

Learn AI Engineering! Learn it. Build it. Ship it for others.

Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.

from vibe coding to agentic engineering - practice makes claude perfect

Context7 Platform -- Up-to-date docs for AI agents

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,600+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

the runtime your coding agents live on

Build, run, and manage agent platforms.

The fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS.

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Open-source Rust agent engine and terminal client for Codewhale, with provider choice, tools, approvals and receipts.

Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi

Teams-first Multi-agent orchestration for Claude Code

The unified workspace where open-source models get things done for you.

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

⌥ Coding agent with the IDE wired in. Built by Stencil Labs.

Build and run agents you can see, understand and trust.

Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

Mastra is the modern TypeScript framework for AI-powered applications and agents.

An open-source AI coding agent that lives in your terminal.

Get 10X more out of Claude Code, Codex or any coding agent

🚀 The fast, Pythonic way to build MCP servers and clients.

Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.

A collection of 100+ specialized Claude Code subagents covering a wide range of development use cases

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability.

Orchestrate Claude, Codex and Grok in one app. Open-source (MIT), reuses the subscriptions you already pay for.

A framework for agents, tools and services

Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference

Clone any viral video with AI agents. Not just a script, the whole workflow: swap the face, the words, the B-roll, ship 100 variants in one command, and get your 100M views.

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: leader（帮你定义目标）, neat-freak 洁癖, hv-analysis, khazix-writer & more — Claude Code, Codex & 40+ agents

🎭 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。

Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

High performance coding agent harness written in rust

Give your agent CAD superpowers.

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.

The open-source AI Operating System

Harness engineering beginner tutorial, from 0 to 1

💻 vibe coding 101｜The first course for AI-native product builders.

在 dsh 里装上这个插件即可，无需登录、注册或填 API Key，就能使用包括 DeepSeek V4.1 Flash、Kimi K3 在内的前沿模型——完全免费，不限量。 All you do is install this plugin in dsh: no login, no sign-up, no API key — the frontier models are just there, DeepSeek V4.1 Flash and Kimi K3 among them. Completely free, with no usage cap.

Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.

Open-source Agent Operating System

短剧、漫剧制作工具 Toonflow：开源 AI 视频创作平台，集成剧本创作、智能分镜、角色与场景资产管理、图像生成和视频生成。融合无限画布、AI Agent 与可视化工作流，支持本地部署、自选模型、跨平台客户端、MCP 与插件扩展。Open-source AI short drama and motion comic creation tool with an infinite canvas, AI agents, storyboarding, image and video generation. Self-hosted and extensible, with a canvas-base

Vibe Coding 从入门到精通教程｜AI 结对编程工作流｜Prompt、Skill、Workflow、上下文管理、codex实战指南

🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails

AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.

Trigger.dev – build and deploy durable AI agents and workflows

MCP server to provide Figma layout information to AI coding agents like Cursor

Open source AI coding agent. Designed for large projects and real world tasks.

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

The Self-hosted AI Starter Kit is an open-source template that quickly sets up a local AI environment. Curated by n8n, it provides essential tools for creating secure, self-hosted AI workflows.

Superset is an agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscription.

本地优先的跨平台 Claude Code / AI Agent 桌面工作台：多 Agent 协作、Git Worktree、代码 Diff、技能市场、多模型、Computer Use、桌面宠物；支持微信、飞书、钉钉及 H5 等远程访问。 | Local-first Claude Code / AI Agent desktop workspace: multi-agent teams, Git worktrees, diffs, skills marketplace, multi-model, Computer Use, task-aware desktop pets; remote via W

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

Connect your users to their apps

首家工业级全流程 AI 影视生产平台。Industry-first professional AI Agent platform for controllable film & video production. From shorts to live-action with Hollywood-standard workflows.

Open-source, secure environment with real-world tools for enterprise-grade agents.

MiMo Code: Where Models and Agents Co-Evolve

A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

👩‍🚒 Good content deserves good paper. Layout rules and templates that let AI agents export PDF, PNG and editable PowerPoint.

ARTEMIS turns natural-language instructions into reliable Android automation. It automates end-to-end workflows, captures logs, and integrates seamlessly with AI coding assistants such as Antigravity, Codex, and Claude Code. It also achieves 99%+ success rate on AndroidWorld Benchmark.

67 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

List of Permanent Free LLM API (API Keys)

A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more

Autonomous AI development loop for Claude Code with intelligent exit detection

Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent 🤖

Source control for agents. Use multiple coding agents, track their changes and query them in one place

The Open Runtime for AI Agents

AutoClip｜一个链接，一键出片。开源 AI 视频剪辑桌面工具，将播客、访谈、课程等长视频自动剪成短视频，生成字幕、封面和发布文案，适配抖音、小红书、TikTok、Reels 与 YouTube Shorts。Open-source AI video clipping & content repurposing.

✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills × 9 Surfaces (magazine · deck · poster · XHS / tweet · prototype · data report · Hyperframes) 🛡️ Sandboxed preview · 📤 1-click to WeChat / X / Zhihu / HTML / PNG 🔑 Zero API key — Claude Code / Cursor / Code

An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for 10,000+ models, with failover, load balancing, semantic caching, virtual keys, budgets and MCP Code Mode. Works with any SDK or agent and adds under 200µs of overhead

Build effective agents using Model Context Protocol and simple workflow patterns

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

Project management skill system for Agents that uses GitHub Issues and Git worktrees for parallel agent execution.

🦸 AI 编程超能力 · 中文增强版 — superpowers（250k+ ⭐）完整汉化 + 4 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI / Qoder 等 26 款 AI 编程工具真正会干活

RikkaHub is an Android APP that supports for multiple LLM providers.

Open Vision Agents by Stream. Build voice and vision agents quickly with any model or video provider. Uses Stream's edge network for ultra-low latency.

Open source factory for one-shot engineering

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

Infrastructure for continually self‑improving agents

Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.

ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

Scripts for agents, shared between my repositories.

🥷 Engineering habits you already know, turned into skills AI assistants like Claude Code, Codex and Cursor can run.

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).

Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.

Enterprise-grade, local-first Agent Workbench for people and agent teams. A unified multi-engine workspace for Codex Harness, DeepSeek Harness, and OpenCode, with unified plugins and Skills, multi-agent projects and tasks, and editable code, documents, presentations, design, and video.

Local-first AI coding agent desktop: Electron + Rust host core + pi Agent Harness + user-installable plugins

An embeddable, portable, branchable virtual machine to safely run Agents locally.

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

n8n skillset for Claude Code to build flawless n8n workflows

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

A curated list of Artificial Intelligence Top Tools

Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.

🐬DeepChat - A smart assistant that connects powerful AI to your personal world

A control plane with a durable state kernel for long-horizon agents and teams. Keep work moving and improving across sessions, with less human attention.

A collection of 130+ specialized Codex subagents covering a wide range of development use cases.

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.

Tutorials, Guides and Agent Skills Directories

Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.

Rules for an AI coding agent to filter out generic AI-generated UI designs, text, and code.

The Destructive Command Guard (dcg) is for blocking dangerous git and shell commands from being executed by agents.

The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.

⚙️ All-in-One menu bar app, hide 💻MacBook Pro's notch, dark mode, AirPods, Shortcuts

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

Modular SenseNova skills for building AI-powered office assistants and productivity workflows

🛰️ Track token usage across AI coding agents from your terminal. 🏅 Global leaderboard with trillions of tokens tracked.

The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.

A terminal window manager that knows what your agents are doing. Tiling panes, workspaces, sessions that survive restarts, and one Inbox for every coding agent.

Next Generation Agentic Proxy for AI Agents and MCP servers

OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

A tiny friend in your Mac's notch and on your iPhone that keeps an eye on your AI coding agents: Claude Code, Codex, Cursor, Gemini CLI, Antigravity and more. Approve from the notch or your Lock Screen.

Adversary simulation and Red teaming platform with AI

A curated list of vibe coding references, collaborating with AI to write code.

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.

An Agentic Framework for Reflective PowerPoint Generation

The Unofficial and Awesome Home Assistant MCP Server

Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

Open-source Grok Bot alternative with a virtual machine that bots can use

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.

AI agent framework for plan-first development workflows with approval-based execution. Multi-language support (TypeScript, Python, Go, Rust) with automatic testing, code review, and validation built for OpenCode

Cross-platform local MCP capabilities for ChatGPT with Chrome integration, Goal, Compact & Resume, and durable multi-agent workflows.

Agenta is a workspace where you and your team build agents and automations.

AI You Control: Choose your models. Own your data. Eliminate vendor lock-in.

Claude skills for LinkedIn. 12 Claude Code and Codex skills that write human-sounding LinkedIn posts, craft comments that get noticed, analyze your feed, and build a publishing cadence, all from your terminal. Content engineering by Creative Content Crafts. MIT.

The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs.

A curated collection of the strongest NotebookLM slide prompts sourced from the real creative underground . Your go-to resource for AI powerpoint :P

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!

Structured multi-perspective deliberation for hard decisions. Run full councils, focused triads, or duo debates across Claude Code, Codex, Gemini CLI, and OpenCode.

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

agent runtime security - zero trust, zero setup, zero latency agent sandbox

Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/

CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting. It supports 200+ global frameworks with automatic control mapping, including ISO 27001, NIST CSF, SOC 2, CIS, PCI DSS, NIS2, DORA, GDPR, HIPAA, CMMC, and more.

Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your peers.

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.

A persistent workspace for development work that self-improves and continues beyond one session.

ADHD — a skill for coding agents. Tree-of-thought with pruning, built on the Claude & Codex Agent SDK. Fans out parallel divergent thoughts under different cognitive frames, scores, prunes traps, deepens the survivors. The no-brainer skill for creative and interdisciplinary work.

Monid - OpenRouter for agent tools. Join our community at https://discord.gg/rQzztcgJV8

🛠️ Awesome tools & guides for harness engineering.

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

🎬 Fully automated YouTube channel management with AI agents. Creates, optimizes & publishes videos 24/7. Works with FREE Gemini API or OpenAI. No coding required!

《御舆：解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 —— Claude Code 架构深度剖析，15 章从对话循环到构建你自己的 Agent Harness。在线阅读网站：

Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.

Run AI agents on real and isolated machines — own kernel, filesystem, and network — with <100ms boot. Local first, OCI compatible, pure Rust.

Desktop app that records your on-screen work session and uses the GitHub Copilot SDK to reconstruct it as an intent + ordered steps, then builds a reusable Skill or Automation for Microsoft Autopilots like Scout, Microsoft Copilot Cowork, or Copilot Studio.

Open-source Grok Bot alternative. Choose your own model and sandbox.

Open-source Python challenge courses — your AI coding agent teaches, verify.py decides when you're done.

AI Agent Orchestration Dashboard - Manage AI agents, assign tasks, and coordinate multi-agent collaboration via OpenClaw Gateway.

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

Agent Package Manager

162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!

Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding agents. Up to 4× faster than Apple's MLX (mlx-lm) on the same weights.

Open-source SEO, GEO, and marketing skills for AI agents.

Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

Neovim 🤝 OpenCode in the flow that you already know.

Lightweight, fast, stable, programmable component-based rule engine — where AI Agents orchestrate just like ordinary components. Uniquely designed DSL: component reuse, sync/async & dynamic orchestration, multi-language scripting, nested rules, hot deployment and smooth refresh. If you can orchestra

LeanCTX — Context Gateway for AI Systems. Control what your AI can see. Open-source Engine for context selection, supported controls, and evidence.

Help AI coding agents write modern Go

Where people and agents build in tune.

Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done. 求是Skill——从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。

Like htop, but for AI coding agents. Monitor Claude Code & Codex CLI sessions, tokens, context window, rate limits, and ports in real-time.

Dotted thought-orb loading indicators for AI & agent UIs, 9 tuned types, two sizes, auto dark/light

Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.

面向 AI Agent 的微信公众号创作与发布 CLI：Markdown 排版、AI 配图、预览与草稿创建；支持由浏览器 Agent 保存知乎、CSDN、头条未发布草稿。

An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的 AI 社交媒体智能体——发现热点趋势、创作内容、一键发布至各大平台，并学习分析哪些内容真正有效，覆盖小红书、抖音、知乎、哔哩哔哩等平台。

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw

Evaluation and Tracking for LLM Experiments and AI Agents

Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.

Agent Orchestration Command Center

Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 28 languages via tree-sitter. Built for coding agents.

Claude Code guide in three levels, Beginner to Advanced: hands-on lessons with checked exercises, every volatile fact cited to its source. Independent community guide.

Show it a video you love. Get a new video in the same style. An AI crew (Claude Code or Codex) plans, builds and reviews it with you.

Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP

Plugin for JADX to integrate MCP server

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprint

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub/Kiro/Z.AI/Xiaomi/MiniMax/Kimi(300+ models, 200+ LLM providers, free models n

The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants

Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

MCP Router — development, support and security updates ended 2026-09-18. Historical source and final release for existing users.

Self-Hosted API Management for Builders

ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

MCP Server para 70 APIs públicas brasileiras

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

Token-efficient MCP adapter for Pi coding agent

A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

Turn scattered health data into answers you can trace. Self-hosted AI health data engine for lab reports, wearables and genetics, with a built-in MCP server. Run it with Docker and one LLM key, or keep every model local on llama.cpp.

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

The Simple Agent Development Kit.

Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.

One place to manage & connect to all your MCP servers

The ultimate harness for coding agents and beyond. All your agents. All your machines. One command center. Start with code, then follow your curiosity and build across disciplines: CAD, circuits, robots, games and music.

🏆 Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.

Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

Open-source MCP server for comparing products and asking the buyer before purchase.

Give any AI agent the ability to code

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

A list of open-source AI projects you can use to generate income easily.

A curated list of Model Context Protocol (MCP) servers

A security scanner for your LLM agentic workflows

MCP Server Framework and Tool Development library for building custom capabilities into agents.

Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.

The most compatible MCP CLI client. Supports: tools, resources, prompts, completions, async tasks, skills, stdio and Streamable HTTP (MCP 2026-07-28 and 2025-11-25). Persistent sessions, OAuth 2.1 with DCR, CIMD, client credentials, and ID-JAG, OS keychain, --json for code mode, grep across servers,

Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled.

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

Published in CNCF Landscape: A MCP server for Kubernetes.

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

Agentic tooling for Sentry

Free, open-source diagram canvas. Draw it, write it as code (Mermaid, D2, Structurizr in), ask any AI model or a local one, let Claude Code edit it live over MCP, or map a GitHub repo with every arrow cited to a file and line. MIT, local-first, no account.

MCP server for reverse engineering tasks in Ghidra 👩‍💻

MCP configuration to connect AI agent to a Linux machine.

Simple, modular, and observable Go framework for backend applications.

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

Next.js Development for Coding Agent

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

MCP server for JADX-AI Plugin

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

一款证据驱动的 FOFA 资产测绘智能体：支持自然语言侦察、AI 反思、CLI / MCP / Skill / REST API，以及经人工审批的 Nuclei 扫描。

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

A simple CLI to run LLM prompt and implement MCP client.

Self-hosted AI Agents Platform for AI Native companies. Claude Code, Codex, Gemini, OpenCode agents. Apache 2.0.

BioMCP: Biomedical Model Context Protocol

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)

A MCP (Model Context Protocol) server for interacting with dbt.

The fastest developer workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI.

Run Claude Code, Codex, Antigravity, Grok Build and OpenCode behind one runtime, and a run only counts as done when checks it didn't write pass. Cross-engine fan-out, councils, session handoff, spend caps, MCP server, ACP agent.

🤖 Agentfy is a modular microservices architecture designed to process user requests and execute workflows across multiple social media platforms. ASK ONCE, LET THE AGENT DO THE REST!

Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.

Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet.

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

Live messaging for coding agents

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

The action firewall for AI agents. Enforce policy and human approval before risky tool calls, shell commands, workflows, and production changes, with auditable evidence.

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

Offensive security framework for AI agent infrastructure - recon, credential looting, model exfiltration, poisoning, and attack-path analysis across MCP, A2A, gateways, and AI services. BloodHound for the agentic stack.

Govern & Secure your AI

🏄 Dream XI AI turns isolated AI agents into a World Cup-level dream team.🏄 Dream XI AI 是一个面向复杂任务执行的 Multi-Agent 协作平台，借鉴足球“梦之队”阵型理念，将不同能力的 AI Agent 抽象为队长、组织核心、前锋、后卫、门将等角色，实现任务规划、工具执行、结果评审、风险拦截和最终交付的协同闭环。

Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accountable from start to finish. Finally run your agents swarms overnight and get your time back.

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration data.

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

Local MCP server that gives any AI agent safe desktop control on Windows, macOS and Linux. Reads the screen as text and structure (accessibility + OCR) and acts by element name, with screenshots as the last resort. Multi-monitor aware, verifies every action, one safety gate.

A local bridge for bidirectional collaboration between Claude Code and Codex. 连接 Claude Code 与 Codex 的本地实时协作桥接工具。

Vigil: The leading open source AI SOC. Apache 2.0. Runs against your own LLM, local or remote.

Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx

Zenith: a continuous-improvement harness for long-running agent tasks. Turns Claude Code, Codex, or Hermes into a multi-agent mission orchestrator via MCP/ACP.

Open-source tag manager for developers and agents

Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.

설치·API 키 없이 바로 사용하는 공개 원격 MCP: https://mcp.aka.page · 다이소·편의점 재고, 주변 장소, 유가, 영화 조회. 에이전트 빠른 시작: https://mcp.aka.page/llms.txt

The open standard for agent coordination

Dext - Modern Full Stack Framework for Delphi

Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP)

🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI ready.

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

Remote approvals, policy checks, and execution evidence for unattended AI agents.

An agentic law firm. Yours. 67 specialist AI agents that review documents through evidence-backed debate, with mandatory human gates and a 10-pass verification loop. Apache 2.0.

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.

Open-source agent runtime — SSH-native isolation, eBPF egress policy, Kubernetes + LXC backends, GPU passthrough, MCP-native CLI

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more

Reverse engineer anything from your terminal or agent with one CLI and MCP server.

A harness for driving a Godot 4 project from an agent: editor addons, a runtime bridge into the running game, an MCP server in front of them, and a CLI that installs and diagnoses the Godot side.

Linter for AI agent context files and MCP configs: CLAUDE.md, AGENTS.md, .cursorrules, .mcp.json - catches broken paths, wrong commands, leaked secrets

ClickUp MCP Server - Powering AI Agents with full ClickUp task, document, and chat management capabilities.

Blitz Strike — a universal MCP security-audit toolbelt. BLITZ sweeps the attack surface, EAGLE-EYE traces source-to-sink, STRIKE verifies live. 57 attack chains, 130-tool catalog, intelligence data layer. One server, every agent.

TypeScript framework for building MCP servers: tools, resources and prompts as decorated classes, with transports, sessions, auth and dependency injection

MCP server for Microsoft 365 Copilot

Rigour's MCP server: lets coding agents review their change, check for an existing helper before writing a new one, and recall the team's lessons. Works with Claude Code, Cursor and other MCP clients.

Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, specifications, and environments via Model Context Protocol (MCP)

Tribunal Kit is the governance layer for AI coding agents that stops AI hallucinations and npm ghost packages before they hit disk. Works with Cursor, Windsurf, Claude Code, and Aider.

MCP server giving AI assistants 17 weather tools with zero API keys: global forecasts, current conditions, alerts, air quality, marine conditions, lightning detection, radar imagery, river levels, wildfire tracking, and historical weather back to 1940. Bu

Permission hooks for AI coding agents: route tool approvals through Pushary push notifications

Static analysis scanner for MCP server code and multi-tenant SaaS applications. 57 deterministic rules covering tenant isolation, tool visibility, cache key scoping, RLS, IDOR, and credential vault isolation. MCP server for AI agent integration.

MCP Server for Arknights: Endfield (TypeScript / stdio + Streamable HTTP)

A fast CLI tool to sync AI agent configurations and MCP servers across Claude, Copilot, Cursor, and more using symbolic links.

Agent Skill that gives coding agents (Claude Code, Cursor, Codex) a local video editor: 42 FFmpeg tools with a machine-readable contract, contract-derived MCP server, FFmpeg capability detection, probe-first / verify-last workflow. Cut, join, silence remo

Headless Angular components from the 4SH Design System: signals + Angular CDK, styled exclusively through design tokens. Ships a companion MCP server exposing the kit catalog and doc to AI coding agents.

MCP server for AI image generation

Persistent terminal MCP with one harness-based launcher for Claude Code, Codex CLI, Grok CLI, and Cursor Agent CLI, plus durable PTYs for SSH, containers, and REPLs.

Public MCP server for the TokPortal API.

Generate production-ready MCP servers from any OpenAPI specification using the highly-used and convenient [mcp-use](https://mcp-use.com) framework

MCP Server for Arknights PRTS Wiki & game data (TypeScript / Streamable HTTP + stdio)

MCP (Model Context Protocol) server for Roblox Studio integration - enables AI coding agents to interact with Roblox Studio in real-time

CLI + MCP server for reading FeedbackKit dashboard feedback from a coding agent.

Permission hooks for AI coding agents: route tool approvals through Pushary push notifications

Shared utilities and server orchestration for building MCP (Model Context Protocol) servers

CLI tool for Dataverse, including stdio MCP server. Preview.

The FrontMCP CLI: create, run, test and build MCP servers, and install FrontMCP skills for coding agents

Unified npm bootstrap for the Yaver agent, SDK injection, and local-first developer runtime

Transloadit MCP server

Keep the state. Change the model. Shared context and a multi-model panel across Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, and Muse.

Model Context Protocol server for European Parliament open data

AOS — A Curated AI AGENT OS. Optimized agent skills and add-ons like memB, OpenWiki, Heimdall Token Saver, and Godmode architectures.

MCP server, CLI and skills for Summer Engine, the game engine built for AI. Connect Claude Code, Cursor, Codex and other agents to build, test and publish full games to summer.games.

Local-first multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode with quota-aware rotation across multiple Claude Code and Codex subscriptions.

Microi吾码 AI 开发 CLI 与多宿主 Plugin：服务器连接、Skills、MCP、V8 同步和低代码交付

MCP server for Roblox Studio. 35 tools, push-based SSE bridge, two-way script sync with files, editor-safe script edits, one-step undo.

Marrow AI MCP server: a named yes before your AI agent acts, and proof the next agent can reuse.

React Native AI devtools: MCP server giving AI agents eyes and hands in your running app (logs, network, state inspection, tap, screenshot). Published as ExecBro.

Audit trail and traceability for AI agents. See what every coding agent did, with opt-in human approval and signed certify.

一个设置面板，统一管理 MCP、技能、记忆、子智能体、提示词和归档会话；可自定义搭配场景，一个场景即可切换整个环境；Agent也能帮你操作这个插件。

GodPrompt MCP server + portable Agent Skill for coding agents — TDD, debugging, verification gates, task routing, and progressive disclosure.

One MCP server to aggregate them all - A unified Model Context Protocol server implementation

Gemini provider for Pi on the Antigravity ACP server (official Google ACP) or the stream-json agy CLI. Use antigravity/* models in Pi. Full /model picker support. Models runs Pi's tools. ToS safe to use.

Modern, lightweight profanity detection & content moderation toolkit with l33t speak detection, multi-language support, and guard rails

An intelligent Model Context Protocol (MCP) Server that acts as an AI model advisor. Compare LLM and media pricing, features, and quality across 1,000+ models from OpenRouter, fal.ai, Together AI, Replicate, and Fireworks AI. Deeply compatible with Claude

Model Context Protocol server for Open-Meteo weather APIs

Slipway, the TypeScript framework for MCP servers and agent-native CLIs. One tool definition ships an MCP server and a CLI, with write safety, typed results and release checks built in.

Delegate to existing Codex CLI, Codex Desktop, and Claude Code sessions from OpenClaw or compatible controller Hosts, with native direct control and supported terminal fallbacks.

JS reverse engineering MCP server with agent-first tool design and built-in anti-detection. 为 AI Agent 设计的 JS 逆向 MCP Server，内置反检测。

ExecBro: React Native AI debugger and devtools MCP server. Gives AI agents eyes and hands in your running app (logs, network, state inspection, tap, screenshot).

The missing reliability layer for spreadsheet work in LLM agents. Read, write, diff, validate, and analyze .xlsx files end-to-end — with merged cells, formulas, named ranges, conditional formatting, pivots, and charts preserved.

A CLI framework built on one declaration: help, --json, --schema, MCP, completions and types are projected from it, with exit codes and fix: lines an agent can act on. No dependency outside the burgee family. Drop-in paths for commander, yargs and meow.

A-Team MCP Server — build, validate, and deploy multi-agent solutions from any AI environment

Analytics tool for MCP (Model Context Protocol) servers and AI agents - tracks tool usage patterns and provides insights

Discover Agent Skills in configured local directories, plugin marketplaces and Git sources. Load them through DeepSeek Harness or a local stdio MCP server, with catalog budgets, content hashes and delivery receipts.

Ory plugin for Claude Code: scaffolding skills, a local Ory instance, and authentication, authorization, and audit for every tool call

The most comprehensive ServiceNow AI toolkit, including a full ServiceNow MCP server: 500+ MCP tools plus 26 AI capabilities (scan, review, build, ops, docs) and a direct BYOK mode. Works with Claude, ChatGPT, Gemini, Cursor, GitHub Copilot and any LLM.

Self-hosted MCP server for the GGUI protocol. An HTTP/MCP binding layer over @ggui-ai/mcp-server-handlers and the reference adapters from @ggui-ai/mcp-server-core — run it via `ggui serve`.

Archstone runtime — a capability registry over compiled IR, and the MCP emitter that serves it as agent-callable tools over stdio or HTTP.

Verified coding workflows for the terminal

MCP gateway and orchestrator: one local install fronts every MCP server for Claude Code, Cursor, and VS Code, loading tools on demand.

MCP security guard and package manager: block prompt injection, tool poisoning and rug-pulls in Model Context Protocol servers at runtime; trust-scored installs for Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Gemini CLI.

MCP server exposing the Ory CLI and Ory Network REST API as tools for AI agents to manage identities, OAuth2 clients, permissions, projects, and configuration

Vision analysis CLI + MCP server backed by Seed 2.0 via Volcano Ark or any OpenAI-compatible endpoint

CLI и MCP-сервер Quiel: подключает агента участника (Claude Code, Codex, Cursor, OpenCode) к платформе

Computer Use MCP server for any coding agent — accessibility-first desktop control on macOS, Windows and Linux, background input, agent pointer, zoom, your signed-in Chrome. Downloads the signed native binary from GitHub Releases on first run.

MCP compliance testing: spec suites for MCP 2025-11-25 (88 tests) and 2026-07-28 (103 tests), auto-detected per server, for any MCP server over HTTP or stdio, with A-F grading, a CLI, an MCP server, and CI output.

Define Effect action contracts once and project them onto HTTP, MCP, Effect RPC, native Toolkits, and CLIs.

Coordinate Claude Code, Codex, Cursor, OpenCode, Kimi, Grok, Pi, and Devin agents with local-first messaging, task orchestration, and MCP.

MCP server for VirusTotal API integration

Bind documentation claims to code fingerprints. Catch stale CLAUDE.md, AGENTS.md and docs at write time inside Claude Code and Codex, with a tamper-evident history.

MCP server for Clipwright: generate UGC videos from your coding agent

.FAF Context — persistent project context for Cursor, VS Code and every MCP-compatible IDE. IANA-registered .faf format. Curated core tools by default, full set via FAF_TOOLS=all.

Zero-dependency linter that blocks AI-generated comment slop. Enforces a one-line, why-only comment policy via pre-commit hook, IDE plugin and CI.

Send, manage, and replay ntfy push notifications via MCP. STDIO or Streamable HTTP.

An MCP server that lets AI agents check, render and show MapLibre styles

Official MCP server, REST API & CLI for Social Neuron — create, schedule, and optimize social content with 20+ AI models across YouTube, TikTok, and more.

Save up to 80% tokens when AI reads code — MCP server for token-efficient code navigation, AST-aware structural reading instead of dumping full files into context window

VERAX body: an MCP server that decides, records and proves what an agent did.

Polymation — the multi-format AI animation MCP. Author Rive (.riv/.rev) and Spline (.splinecode/.spline) scenes from scratch and convert Rive↔Spline, validated on the real runtime. The most complete Rive MCP, now multi-format.

CLI and MCP server for driving the Unreal Engine 5 editor with AI — create and edit materials, blueprints, Niagara, PCG, StateTrees, data tables, widgets, and Enhanced Input. Single Go binary, no Python, no dependencies.

Buggazi CLI - project management for coding agents. Bug tracking, feature planning, sprint management. As easy as git.

React Native AI debugger: MCP server giving AI agents eyes and hands in your running app (logs, network, state inspection, tap, screenshot). Published as ExecBro.

The Postman for MCP. Turn any OpenAPI spec into a context-optimized MCP server in seconds.

Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

Turn any laptop, desktop, VM, or server into a secure AI-agent workspace via MCP. Let ChatGPT, Claude, Grok, Qwen and other MCP clients read and edit files, run commands, test code, inspect systems, and complete real-world tasks.

MCP server for rftools.io — 255 RF & electronics calculators for AI agents via the MCP

Cross-agent permission policy specification for AI coding agents

MCP server for Cursor, Claude Code and Copilot. The bug mediator for AI-built apps: plain-English diagnosis + a ready fix, in your editor.

A Model Context Protocol (MCP) Server for Substack enabling LLM clients to interact with Substack's API for automations like creating posts, managing drafts, and more.

Build an MCP app as a folder: tools, widgets and flows, with one CLI and one shared server runtime.

MCP security scanner and CI gate. Test, secure, and monitor MCP servers with attack simulation, schema drift detection, health scoring, and SARIF before agents depend on them.

MCP server for AI coding agents — verifier gates, stop limits, and Verified Handoffs.

Local task-state ledger for AI coding agents.

Angular 21 UI component library on signals — neobrutalism and classic minimal styles, standalone components, light/dark themes

Runs CodeZaiku, a coding and development harness on local models (Ollama, llama.cpp) or hosted APIs, as an MCP server, so Claude Code, Codex or Gemini CLI can hand it coding, review and ops tasks.

PostMCP core engine - OpenAPI parser, Token Diet, JIT router, and MCP protocol server

CLI, Interactive TUI Dashboard, and MCP server for thingd — a fast object-first data engine for applications and AI agents.

Small Print (MCP): see the MCP servers, skills and plugins your agents have installed, get the advisories on record for them, and be told when what they tell your agent changes. Nothing is sent until you say yes.

The most comprehensive ServiceNow MCP server — 450+ tools across all modules. Integrates with Claude, ChatGPT, Gemini, Cursor, GitHub Copilot and any LLM.

Design-system kit for coding agents — DTCG design tokens, 52 components, WCAG 2.2 AA→AAA + i18n/RTL accessibility, enforced single-theme consistency (contrast, hardcode, Tailwind-palette, theme-ref + CI gates), any-framework code, 138 design systems, 52 o

Ory plugin for Google Antigravity: scaffolding skills, a local Ory instance, and authentication, authorization, and audit for every tool call

FindAgent declarative MCP runtime — turns a FindAgent agent manifest into a live MCP server. Agents are declarative-only; this trusted runtime executes their tool bindings (no shipped code).

Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. STDIO or Streamable HTTP.

Open-source command center for governed AI coding agents with built-in onboarding, hard gates, MCP, and shareable run receipts.

Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MCP. STDIO or Streamable HTTP.

MCP server for Moonshot AI Kimi Code CLI integration

MCP server for walkerOS flow development - discover packages, scaffold configs, validate, bundle, simulate, and test event pipelines

Open-source security scanner for Model Context Protocol (MCP) servers. Audits Claude Desktop, VS Code, Cursor, Windsurf, and 12 more AI tools for secrets, prompt injection, supply-chain risks, and 17 security checks.

Cross-agent permission policy specification for AI coding agents

Cut 95% of useless framework noise and token bloat from error logs before feeding them to AI coding agents

Build AI voice assistants and phone agents with Vapi through the Model Context Protocol

Electron MCP server: IPC scaffolding, security audits, CSP and fuses config, build-error diagnosis, and version-migration checklists

GESF MCP Server - AI Compliance Assistant for GDPR, OWASP, NIST, CIS. Check compliance, generate policies, assess risks via MCP protocol.

CISO-Approved Zero-Trust PII & Secrets Redaction MCP Server for Cursor, Windsurf, and Claude Desktop. Prevent API leaks and comply with HIPAA/SOC 2 locally.

Overwing MCP server: guardrails for LLM output. Score any text for safety, quality and compliance and get pass / fail / review verdicts with calibrated confidence, from any MCP-capable agent. Plus Overwing Atlas: identify any User-Agent string against a r

Cross-agent permission policy specification for AI coding agents

The MCP server inside the Pipelex plugin: validate, prepare and run AI methods on Pipelex from a coding agent.

Unified documentation standards and tooling for Cortex repositories with LLM optimization

MCP server for PixelDojo image and video generation. One install for Claude Code, Cursor, OpenClaw.

Cross-agent permission policy specification for AI coding agents

Cross-agent permission policy specification for AI coding agents

Let Codex lead and DeepSeek do the work: parallel, persistent DSH agents with native completion callbacks and no model polling.

Zambo: 100+ AI tools for Claude, Cursor, VS Code in one command. Every call returns a verifiable execution receipt (AER-1, open draft). Free: 20 calls/tool/day, no account. npx zambo install, zambo.dev

DC Hub MCP server launcher: DCPI (Data Center Power Index) scores where data centers can get grid power across 300+ markets, plus live power-grid, fiber and site-selection intelligence for AI agents (94 tools). Connects any stdio MCP client to the hosted

MCP server for local LLMs — connects to LM Studio or any OpenAI-compatible endpoint

npm MCP server: registry tools for package metadata, security audits, dependency trees, and write ops (deprecate, dist-tag, owner).

Offline MCP server for Basecoat UI (shadcn/ui look without React): curated templates, macro layouts, theming/dark-mode guidance, and static validation (stdio, no runtime network)

Claude Code plugin, CLI and MCP server for OttoPort — one OpenAI-compatible API for every LLM, image, video, and speech model.

Persistent project context for Claude. IANA-registered .faf format. Core 14 MCP tools (30 with FAF_TOOLS=all).

Render and push styled pixel art, text, dashboards, and animations to Divoom Pixoo LED displays on your local network via MCP. STDIO or Streamable HTTP.

Let Claude, Cursor, or any MCP client see and operate your Windows 10/11 desktop. 32 tools for screenshots, UI Automation, Chrome CDP, keyboard/mouse, terminal, with semantic discover-then-act targeting and per-action perception guards that avoid wrong-wi

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

MCP server that reverse-engineers a trustworthy rebuild spec from an existing app.

WARDEN — MCP security firewall. Stdio wrap proxy, inspection tools and library. Vets definitions before model exposure. Zero runtime dependencies.

CLI for Open Artifacts — publish HTML/Markdown/Mermaid/SVG content to a self-hosted artifact host and get back a shareable link.

Shared utilities for Pare MCP servers