MCP Apps & Servers

Beever Atlas

Beever-AI

Self-maintaining LLM-first wiki that turns team chats from Slack, Discord, Teams and Mattermost into a structured knowledge base.

GPT Researcher

assafelovic

Autonomous deep research agent that produces detailed, factual reports with citations from web and local data.

Go-Manus

xdl2003

Multi-agent self-planning system in Go that integrates any MCP server for autonomous task execution.

Readwise MCP (Legacy)

readwiseio

Legacy MCP server for Readwise highlights and Reader data — now deprecated in favour of the hosted version.

Telegram MCP

chaindead

Bridge your AI assistant to the Telegram API for managing chats, messages, and drafts.

YouTube MCP Server

ShellyDeng08

Interact with the YouTube Data API v3 to search videos, fetch transcripts, and analyze channel statistics via natural language.

CKAN MCP Netlify

patlittle

Deploy and host a CKAN MCP server on Netlify for easy access to open data portals.

Peta Core

dunialabs

Production-grade control plane for MCP featuring a secure vault, policy engine, and audit trail.

Brain MCP Server

mstrehse

Comprehensive memory and task management system for LLM workflows with persistent knowledge base and workflow templates.

MCP Rubber Duck

nesquikm

Bridge to multiple OpenAI-compatible LLMs with interactive compare, vote, and debate UIs. Rubber duck debugging with AI panels that actually think.

Meta CLI

enriquefft

Comprehensive CLI and MCP server for managing Meta Marketing API campaigns, creatives, and targeting.

Bouvet

vrn21

Isolated code execution sandboxes for AI agents using Firecracker microVMs.

TestDriver AI

testdriverai

Vision-based E2E testing SDK that spawns ephemeral devices and uses AI to write, run, and debug deterministic browser and desktop tests.

Python Notebook MCP

UsamaK98

Enable AI assistants to create, edit, and view Jupyter notebooks directly via the Model Context Protocol.

Ramparts

highflame-ai

Security scanner for Model Context Protocol (MCP) servers to detect vulnerabilities and attack vectors.

OpenAI Apps SDK Examples

openai

Official example gallery of interactive MCP widgets for ChatGPT — 3D viewers, maps, carousels, shopping carts, and more.

DesignLang

Manavarya09

Extract complete design systems and visual DNA from any website into AI-optimized tokens and Tailwind configs.

Nano Banana Image Gen

anasskartit

Generate and iteratively edit high-quality images using Google Gemini AI directly within Claude.

Session Buddy

lesleslie

Advanced session management and knowledge capture for Claude Code with semantic memory and cross-project intelligence.

Avatar-Shell

mfukushim

Multifunctional avatar-based MCP client focusing on visual interaction and AI personification.

DebugMCP

microsoft

Give your AI agents full control over the VS Code debugger: breakpoints, stepping, and variable inspection.

NDC-MCP Connector

hasura

Bridges Hasura DDN with MCP servers, exposing MCP resources as collections and tools as functions.

Mediagraph MCP

mediagraph-io

Connect AI assistants to the Mediagraph digital asset management platform for asset search, tagging, and organization.

Next.js DevTools MCP

vercel

Deep runtime diagnostics and development automation for Next.js 16+ projects.

Agent Chatroom

ctb111

Real-time coordination chatroom for parallel Claude Code agents — lets multiple agents and the user communicate mid-task through a terminal UI.

MCP Geo

chris-page-gov

Advanced geospatial and statistical data server for UK geography using Ordnance Survey and ONS data.

WinRemote MCP

dddabtc

Full remote control of Windows desktops including screenshots, PowerShell, and GUI automation.