Filesystem

MCP server for spec-driven development workflow with real-time web dashboard

by pimzinopt

Planu — MCP Server for Spec Driven Development. Manages specs, estimations, reverse engineering, and auto-learning across any language/framework.

by planudev

Accesses PLAUD AI recordings, transcripts, summaries, and audio files with automated browser-based authentication and multi-format transcript output.

Automate web browsing with fast, reliable actions driven by structured page snapshots. Click, type, navigate, manage tabs, and extract content without screenshots or vision models. Get deterministic results for testing, research, and routine web tasks.

by microsoft

Browse, inspect, convert, and resize images from a local library. Generate thumbnails, extract metadata, and retrieve files in common formats. Streamline image prep for previews, responsive layouts, and format optimization.

by dot-Justin

Google Workspace MCP Server - npm distribution

by GitHub Actions

## About PromptForge PromptForge is an advanced AI prompt optimization MCP server that transforms your prompts into high-performance queries. Built by AI marketing strategist Steve Kaplan, this tool leverages proven optimization patterns to enhance prompt effectiveness across various AI models. ### 🚀 Key Features - **Intelligent Prompt Enhancement**: Automatically applies optimization patterns to improve clarity, context, and response quality - **Domain-Specific Tuning**: Tailors prompts for specific use cases (marketing, technical, creative writing, etc.) - **Analytics & Tracking**: Monitor prompt performance and optimization metrics over time - **Pattern Management**: Create, update, and manage custom optimization patterns for your specific needs - **Zero Configuration**: Works out of the box with sensible defaults, fully customizable when needed ### 💡 Why PromptForge? Getting the right response from AI models often requires carefully crafted prompts. PromptForge eliminates the guesswork by automatically enhancing your prompts with: - Clarity improvements - Context injection - Structure optimization - Domain-specific terminology - Response format specifications ### 🎯 Perfect For - **Content Creators**: Generate better blog posts, articles, and marketing copy - **Developers**: Get more accurate code generation and technical explanations - **Marketers**: Create compelling ad copy and campaign strategies - **Researchers**: Formulate precise queries for comprehensive results - **AI Enthusiasts**: Maximize the potential of any AI interaction ### 🛠️ Built by Practitioners Created by Steve Kaplan, founder of StudentAIDetector and developer of multiple AI marketing tools, PromptForge represents real-world experience in AI-driven content optimization. As a fractional CMO and AI implementation specialist, Steve built this tool to solve actual prompt engineering challenges faced by businesses leveraging AI for growth. ### 📈 Get Started in Seconds Simply install via Smithery and start optimizing your prompts immediately. No complex setup, no API keys required for basic usage - just instant prompt enhancement.

Community-driven library of tested prompts and MCP tool configurations — npm for AI agent configs

by AiAgentKarl

MCP server for Amazon Q Developer CLI that manages prompt files

by Amazon Q Developer CLI Team

Integrates with Proxmox virtualization platform to monitor cluster health, manage VM and container lifecycles, execute commands within VMs via QEMU guest agent, and track storage resources across nodes.

Manage Proxmox VE clusters through AI assistants with VM, container, snapshot, and storage operations.

by antonio-mello-ai

Enable seamless integration of language models with external data sources and tools through a standardized protocol. Facilitate dynamic access to files, APIs, and custom operations to enhance AI capabilities. Simplify the development of intelligent applications by providing a robust bridge between LLMs and real-world resources.

Manage cloud-hosted files and storage through the PutPut platform. Streamlines data transfers by uploading files directly from external URLs and organizing them with ease. Enables quick listing, inspection, and removal of stored assets to keep your workspace clean.

PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, ConnectRPC, and MCP services without protobuf files.

by i2y

Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.

by MuratKus

# 🎯 Enhanced Quake Coding Arena Premium TypeScript MCP server that gamifies your development environment with authentic Quake 3 Arena sounds and dual voice announcers. ## 🎮 Features ### 11 Epic Achievements **Streak Achievements:** - RAMPAGE (10) - Multiple quick tasks - DOMINATING (15) - Complex problems solved - UNSTOPPABLE (20) - Long productive sessions - GODLIKE (25) - Legendary coding sessions **Quality Achievements:** - EXCELLENT - Elegant solutions - PERFECT - Flawless implementation - IMPRESSIVE - Creative problem-solving **Special:** - WICKED SICK (7) - Mind-blowing solutions - FIRST BLOOD - First bug found - HUMILIATION - Quick bug fixes - PREPARE TO FIGHT - Session kickoff ### 🎤 Dual Voice System - **Male Announcer**: Classic Quake 3 Arena voice - **Female Announcer**: Energetic "Sexy Female Announcer" voice - Instant switching between voice packs - Volume control (0-100%) ## 🔧 MCP Capabilities ### Tools (7) - `play_enhanced_quake_sound` - Trigger specific achievements with volume control - `random_enhanced_achievement` - Random achievement by category - `list_enhanced_achievements` - Browse all achievements - `get_enhanced_achievement_stats` - Session statistics - `set_enhanced_volume` - Adjust volume (0-100) - `set_voice_pack` - Switch male/female voices - `get_voice_pack_info` - Voice information ### Resources - Access to all sound files (MP3/WAV format) - Male and female voice packs - URI scheme: `quake://sounds/[male|female]/[filename]` ### Prompts (2) - `encourage-developer` - Contextual encouragement based on success level - `celebrate-victory` - Celebrate major coding victories ## 🎯 Perfect For - Developers wanting gamified coding environments - Teams needing motivational feedback - Streamers wanting engaging content - Anyone loving Quake 3 Arena nostalgia! ## 📦 Technical Details - **Platform**: Cross-platform (macOS, Windows, Linux) - **Audio Formats**: MP3 & WAV support - **Session Tracking**: Statistics and progress monitoring - **TypeScript**: Fully typed with modular architecture

Quantum computing jobs, arXiv papers & researcher profiles from qubitsok.com

by qubitsok

Search and browse local files with flexible pattern matching and fast full-text search. Quickly locate files and surface matching lines across directories. Start in any folder and get precise results with minimal effort.

Deliver scored market context for Korean stocks and crypto to drive confident decisions. Use sentiment-filtered news, technical analysis, and concise market snapshots for clear, actionable insights. Avoid noisy real-time data by focusing on confirmed post-market signals.

Manage your Railway.app infrastructure effortlessly. Deploy services, manage variables, and monitor deployments using natural language commands. Streamline your development workflow with AI-driven interactions.

by thisismahmoud

RapidAPI marketplace discovery and assessment MCP server using undetected-chromedriver for anti-bot detection bypass

Search and retrieve UAB Research Computing documentation on Cheaha, SLURM, software, storage, and support. Get quick-start guidance for Cheaha, find office hours and contacts, and open full pages for deeper details. Speed up onboarding and troubleshooting with targeted results and structured section overviews.

Edit SSRS reports using AI - simple tools to read and modify RDL files

by bethmaloney

Explore your local files with fast glob matching and text search. Find files across directories and pinpoint patterns in code, logs, or docs. Focus searches on any folder to keep results relevant.