Development Tools

An MCP server that bridges text-only models to vision capabilities by relaying image analysis requests through Google Gemini and Alibaba Qwen CLI tools.

A specialized MCP server that provides character-level 'vision' for LLMs, enabling accurate letter counting, frequency analysis, and text manipulation to overcome tokenization limitations.

A robust Google Gemini integration that enables enterprise-grade text, image (Nano Banana), and video (Veo 3.1) generation through the Model Context Protocol.

A lightweight, file-based MCP server for managing personal prompt templates with variable substitution and JSON storage.

MCP (Model Context Protocol) Server. Provides structured access to Web Content Accessibility Guidelines (WCAG) documentation, enabling accurate reference to specific accessibility requirements and implementation techniques.

MCP (Model Context Protocol) Server. Integrates local project management with GitHub repositories, enabling streamlined version control, automated commits, and multi-account support for efficient development workflows.

MCP (Model Context Protocol) Server. Provides cross-platform desktop notifications for important events or task completions using native Windows and macOS APIs.

A Model Context Protocol server that integrates the Valhalla routing engine with Claude Desktop to provide advanced OpenStreetMap-based navigation, routing, and travel-time isochrone capabilities.

A comprehensive enterprise-grade MySQL MCP server offering 191 tools for database management, monitoring, and AI-driven query generation. It supports advanced features like OAuth 2.1, JSON functions, spatial data, and cluster management for professional developer workflows.

A serverless MCP implementation that integrates with AWS Cost Explorer to provide comprehensive cloud financial analysis, usage forecasting, and cost driver discovery via OAuth 2.0 secured endpoints.

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

A secure Model Context Protocol server that provides read-only access to MySQL databases with built-in query validation and protection against data modification.

An intelligent journaling assistant for Obsidian that uses local Ollama models to generate reflection prompts, extract tasks, and automatically link diary entries based on thematic similarity.

A FastAPI-based MCP server that integrates Unsplash API, allowing AI models to search for images, list trending photos, and fetch random photography with metadata.

An MCP server that integrates with the AMiner academic database to provide comprehensive paper searches by keyword, author, venue, and advanced multi-criteria queries with customizable sorting and pagination.

A comprehensive SEO analysis MCP server that integrates the Serpstat API to provide tools for domain analysis, keyword research, backlink tracking, rank tracking, and site audits.

An evolutionary MCP server that automatically optimizes AI prompts through genetic algorithms, multi-objective optimization, and reflection-based failure analysis to improve performance and reliability.

A professional real estate investment analysis suite providing over 30 calculators for property evaluation, including BRRRR deals, house hacking, Monte Carlo risk simulations, and state-specific assistance programs.

A comprehensive web performance auditing server that integrates Google Lighthouse with MCP, offering tiered analysis from raw data collection to AI-driven action plans for optimizing Core Web Vitals.

A robust file system MCP server offering advanced code analysis, multi-language modifications, Git version control integration, and secure shell execution. It features intelligent caching, semantic search, and comprehensive security auditing for developer workflows.

An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.

A programmatic bridge to the HackTheBox platform that enables AI assistants to manage cybersecurity challenges, spawn machine instances, submit flags, and track player progress via the HTB API v4.

Integrates with the i3 window manager to query window tree structures, list workspaces, search for applications, and execute layout commands via natural language.

Enables AI assistants to query Treasure Data databases, manage CDP segments, and monitor or retry Digdag workflows through a secure SQL interface.

A secure, Docker-based MCP server for executing Node.js code and shell commands in isolated environments with support for on-the-fly npm dependency installation.

A comprehensive automation server for Yandex Browser that enables tab management, console log monitoring, web scraping, and complex user interactions via the Model Context Protocol.

A comprehensive security scanning MCP server that detects vulnerabilities in source code and IaC templates, offering automatic remediation suggestions and sandboxed execution.

A specialized MCP server for interacting with Apple's App Store Connect API to monitor and debug Xcode Cloud build products, actions, and logs.

A dynamic gateway that converts any OpenAPI/Swagger specification into an MCP server, allowing AI agents to call REST API endpoints as native tools.

A comprehensive stock market data server powered by yfinance, offering intelligent symbol resolution, deep financial analysis, and professional chart generation specifically optimized for Indian and global markets.