MCP Apps & Servers

MCP App Testbench

khandrew1

Comprehensive test suite and workbench for developing and validating MCP Apps with React UIs.

Camille

srao-positron

AI code compliance checker and semantic search tool for Claude Code, validating changes against project rules and security best practices.

TabNab

clduab11

Give AI agents access to your authenticated browser sessions — navigate, extract, fill forms, and click through Cloudflare with your real cookies.

MCPAdapt

grll

Bridge MCP servers into agentic frameworks like LangChain, CrewAI, and Smolagents

ChatKit Widget MCP Server

ShaojieJiang

Transforms ChatKit Studio widget definitions into callable MCP tools for generating rich, interactive UI components.

Claude Talk to Figma

arinspunk

Read, analyze, and modify Figma designs directly from AI agents without requiring a Dev Mode license.

Pybatfish

batfish

Python client for Batfish, a powerful network validation tool for security, reliability, and compliance analysis.

Markdownify MCP Server

zcaceres

Convert PDFs, images, audio, DOCX, XLSX, PPTX, web pages, and YouTube videos to Markdown with this MCP server.

MCP Server for Odoo

ivnvxd

Securely interact with Odoo ERP systems to retrieve and manipulate business data using natural language.

Dyson Control

adhishthite

Natural language control for Dyson air purifiers using local MQTT and MCP.

ScrumDo MCP

scrumdollc

Connect AI tools directly to ScrumDo boards to manage cards, tasks, and iterations without copy-pasting.

F1 Analytics MCP

Luffy610

Comprehensive Formula 1 analytics server providing race data, telemetry, and predictive AI tools for deep race analysis.

ImageGen MCP Server

writingmate

Generate AI images with GPT-Image-1, Google Imagen 4, Flux 1.1, Qwen, and SeedDream-4 — all from a single MCP server.

Simple MCP System Info

bakytnur

A lightweight demonstration server providing basic system architecture and OS information.

Project RAG

brainwires

Local-first RAG server for AI assistants to index and semantically search massive codebases with hybrid vector + BM25.

MCP Compliance

grafana

FedRAMP compliance data server for AI agents to understand, implement, and evidence security controls.

Jupyter MCP Server

datalayer

Real-time MCP server for AI to connect, manage, and execute Jupyter Notebooks with multimodal output support.

Any Chat Completions MCP

pyroprompts

Integrate any OpenAI-compatible Chat Completion API into Claude and other MCP clients.

Logline

zibo-chen

High-performance real-time log analysis library and viewer with MCP integration for AI-driven debugging.

MCP Factory

amgallego8

An agile monorepo factory for rapidly creating MCP servers using FastMCP with built-in templates.

Conversational Ecommerce App

yuriassuncx

Interactive ecommerce experience combining MCP servers with rich UI widgets for product discovery and checkout.

MCP Tools Server

Rose22

Cross-platform AI assistant server for web search, memory, file management, and device control.

Luma MCP

jochenyang

Multi-model vision understanding MCP server providing image analysis capabilities to AI assistants via GLM-4.6V, DeepSeek-OCR, and Qwen3-VL.

Minecraft MCP Server

yuniko-software

Control a Minecraft character in real-time using natural language instructions via the Model Context Protocol.

Fantasy Football MCP Server

derekrbreese

Advanced Yahoo Fantasy Football management with lineup optimization, draft assistance, and player enhancement layers.

MCP Stdio Guard

1Utkarsh1

Catch stdout pollution and handshake failures in MCP stdio servers before they crash your client.

Dune Analytics MCP

kukapay

Bridge Dune Analytics data to AI agents for real-time blockchain data and query results.