Development Tools

A specialized MCP server that provides expert design guidance, accessibility standards, and visual hierarchy principles to help LLMs generate modern and professional web interfaces.

A comprehensive MCP server providing a wide array of text transformation tools, including case conversion, encoding/decoding, code formatting, hashing, and regex operations. It enables models to perform programmatic text manipulation and analysis through standardized interfaces.

A comprehensive MCP server for managing TyranoStudio projects and visual novel development using TyranoScript, enabling character management, asset organization, and scenario validation.

A cross-platform MCP server that provides access to the system clipboard, allowing models to read and write content across macOS, Windows, and Linux.

A minimal Model Context Protocol server that serves as a template for building email inbox capabilities for AI agents. It demonstrates basic integration of tools, resources, and prompts using the Smithery SDK.

An intelligent MCP server that generates Conventional Commits style messages by analyzing git diffs using DeepSeek or Groq LLMs.

A hosted FastMCP server providing intelligent question-answering and structured plan reviews through OpenAI integration, featuring a specialized Master Review Framework for technical analysis.

Provides tools to query the BuiltWith API to analyze website technology stacks, identifying frameworks, analytics, and CMS platforms used by any domain.

Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules.

A comprehensive MCP server providing real-time Coinbase cryptocurrency market data and a simulated virtual economy for educational trading and wallet management.

A documentation crawler and MCP server that converts websites into searchable Markdown with semantic vector embeddings for natural language queries.

A robust MCP server for unified searching across Google Scholar, Google Web, and YouTube, featuring enterprise-grade caching, rate limiting, and security layers.

A specialized MCP server for intelligent IFS Cloud codebase analysis, featuring hybrid semantic-lexical search, PageRank dependency ranking, and comprehensive support for PL/SQL, entities, and projections.

A comprehensive MCP server providing full CRUD operations, index management, and administrative monitoring for MongoDB databases, enabling LLMs to perform complex data queries and database maintenance.

A terminal-based inspector for MCP servers that allows users to interactively test tools, browse resources, and monitor server logs and message history across multiple transports.

MCP wrapper around perplexity-webui-scraper for Perplexity WebUI access

A natural language interface for single-cell RNA sequencing analysis using the Scanpy library, enabling complex transcriptomics workflows like preprocessing, clustering, and visualization via the Model Context Protocol.

An MCP server that enables semantic search across Ethereum Improvement Proposals (EIPs) using vector embeddings to retrieve relevant technical documentation for blockchain development.

A comprehensive GitLab integration for MCP that enables full repository lifecycle management, multi-file commits, and streamlined issue/merge request handling.

MCP (Model Context Protocol) Server. Lightweight Git repository management server for local operations using GitPython and Pydantic

A comprehensive UI/UX design intelligence server providing instant access to over 1,700 curated resources, including color palettes, typography, accessibility guidelines, and framework-specific design patterns.

DinCoder is an MCP implementation of GitHub's Spec-Driven Development (SDD) methodology, enabling AI agents to transform natural language requirements into validated specifications, technical plans, and executable task lists.

A unified Model Context Protocol server providing secure access and management tools for multiple database types including PostgreSQL, MySQL, Redis, MongoDB, and more.

MCP server for the Clinical Interpretation of Variants in Cancer (CIViC) database, providing access to clinical variant interpretations and genomic evidence for cancer research.

A robust web scraping server that utilizes headless Chrome to extract content from modern JavaScript-heavy websites and single-page applications, optimized for LLM processing by converting to Markdown or clean HTML.

A comprehensive MCP server wrapping the crawl4ai library to provide advanced web crawling, AI-powered content extraction, Google Search integration, and YouTube transcript processing.

A meta-server that enables dynamic loading, hot-reloading, and orchestration of other MCP servers without restarting the host application. It allows for programmatic tool calling, workflow automation, and installing new servers directly from Git repositories.

A robust task management server for the Model Context Protocol that enables AI agents to schedule and execute jobs using cron expressions, intervals, or one-time dates with SQLite persistence.

A comprehensive MCP server that integrates voidtools Everything search to provide lightning-fast local file discovery, intent-based code research, and spec-driven development tools.

A Model Context Protocol server that enables AI agents to manage Cloudflare DNS records, including listing, creating, updating, and deleting records across various types.