MCP Apps & Servers

Spec-Driven Development MCP Server

formulahendry

Structured workflow for requirements, design, and code generation using the EARS format to eliminate vibe coding.

Cloud Run MCP

googlecloudplatform

Deploy and manage Google Cloud Run services directly from your AI assistant.

Altium Copilot

ee-in-a-box

Give Claude real-time read access to your open Altium Designer projects for schematic review and circuit brainstorming.

MCP Tool Factory

heshamfs

Generate universal MCP servers from natural language, OpenAPI specs, or database schemas.

Nexus Memory System

scooter-lacroix

Shared SQLite-backed memory runtime for AI agents featuring semantic recall and bounded background dreaming.

TouchDesigner MCP

8beeeaaat

Enable AI agents to programmatically control and operate TouchDesigner projects via Python.

SSIS DTSX Analyzer

mcprunner

Enterprise-grade analysis of SQL Server Integration Services (SSIS) packages with 80+ specialized tools for DTSX files.

Odoo MCP

tuanle96

Turn any Odoo 16+ database into an MCP server for AI agents with safe writes and deep diagnostics.

HTTP Tanker

PierreKieffer

Lightweight terminal HTTP client for API testing with built-in MCP server for AI assistant integration.

Color Picker MCP

val-fom

Interactive visual color picker for AI models to select and preview hex colors in real-time.

MCP Base

fuzzylabs

A foundational Python library for building Model Context Protocol (MCP) servers with reusable patterns.

Vibe Check MCP

pv-bhat

Metacognitive AI agent oversight tool providing mentor-like feedback to prevent over-engineering and reasoning lock-in.

AntTP

traktion

HTTP gateway and proxy for the Autonomi Network, providing REST, gRPC, and MCP interfaces for decentralized data.

AkTools

aahl

Comprehensive financial data server for stocks and cryptocurrency via AkShare.

HuggingDex

satyampsoni

MCP server that brings the Hugging Face Hub to AI agents with model card lookups, search, and side-by-side comparisons.

WEALTH

ariffazil

Capital intelligence engine for valuation, risk scoring, and economic reasoning.

DreamGraph

mmethodz

Graph-first cognitive layer building persistent knowledge graphs for repository understanding and architecture-aware reasoning.

deco Admin MCP

decocms

Manage deco.cx sites with interactive UIs for assets, environments, and AI sandbox tasks.

Sugar

roboticforce

Persistent memory and autonomous issue resolution for AI coding agents.

Unreal Engine MCP Server

chir24

Control Unreal Engine 5 through a native C++ Automation Bridge, enabling AI to manage assets, actors, levels, and game systems.

ic-rmcp

bytesmithlabs

Rust SDK for building Model Context Protocol (MCP) servers on Internet Computer canisters.

PowerShell DSC v3

powershell

Open-source declarative configuration management platform for Linux, macOS, and Windows.

UI5con 2026 MCP Apps Samples

marianfoo

Interactive UI5 samples demonstrating deterministic web UIs within MCP hosts using UI5 Web Components and Integration Cards.

Resend MCP

psu3d0

Full-featured MCP server for the Resend email API, enabling AI-driven email sending and domain management.

Etherscan MCP Server

huahuayu

Access blockchain data across 50+ chains via Etherscan V2 API with built-in RPC fallback.

Web Agent Protocol

ota-tech-ai

Record and replay browser interactions via MCP, transforming user sessions into reusable AI agent tools.