MCP Servers & Tools

kubeshark/

kubeshark

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

tadata-org/

fastapi_mcp

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

0xJacky/

nginx-ui

Yet another WebUI for Nginx

ValueCell-ai/

valuecell

ValueCell is a community-driven, multi-agent platform for financial applications.

EverMind-AI/

EverOS

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

unicity-astrid/

astrid

Unicity Astrid OS: a secure operating system for AI agents.

mcp-use/

mcp-use

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

palmier-io/

palmier-pro

macOS video editor built for AI

0x4m4/

hexstrike-ai

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

MemTensor/

MemOS

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

mrexodia/

ida-pro-mcp

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

VoltAgent/

voltagent

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

awslabs/

mcp

Open source MCP Servers for AWS

EvoMap/

evolver

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

iflytek/

astron-agent

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

google/

adk-go

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

lastmile-ai/

mcp-agent

Build effective agents using Model Context Protocol and simple workflow patterns

1jehuang/

jcode

Coding Agent Harness

idosal/

git-mcp

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

Upsonic/

Upsonic

Build autonomous AI agents in Python.

firerpa/

lamda

Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.

cobusgreyling/

loop-engineering

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.

firecrawl/

firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

grab/

cursor-talk-to-figma-mcp

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.

BrowserMCP/

mcp

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

jnMetaCode/

superpowers-zh

🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活

open-multi-agent/

open-multi-agent

TypeScript multi-agent orchestration framework. Describe a goal, a coordinator decomposes it into a task DAG that runs on any LLM: Claude, ChatGPT, Gemini, DeepSeek, or local models.

strands-agents/

harness-sdk

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

getsentry/

XcodeBuildMCP

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

ashishps1/

learn-ai-engineering

Learn AI and LLMs from scratch using free resources