Development Tools

A collection of 4 production-ready MCP server examples showcasing interactive HTML components, multi-step UI flows, and session management within ChatGPT.

A comprehensive documentation automation server that performs deep AST-based code analysis across multiple languages to generate API docs, static sites, and professional sales documentation.

A comprehensive MCP server providing deep knowledge of the V programming language, including documentation access, standard library references, and a searchable library of code examples.

A comprehensive JIRA MCP server built with FastMCP providing full API access, enterprise Kerberos/GSSAPI authentication, and automatic custom field resolution.

Enables AI assistants to interact with the Godot game engine by launching the editor, running projects, capturing debug output, managing scenes and nodes, and controlling project execution through a standardized interface.

A persistent memory layer for AI coding assistants that stores architectural decisions, patterns, and codebase context while integrating with Git for automated commit and PR generation.

Simple MCP server that calls the shouldideploy.today API to tell you whether you should deploy today.

Provision real-SIM US phone numbers, receive SMS, and extract OTP codes for AI agents.

Provides AI assistants with tools to grade, generate, and validate UI components against the components.build specification. Supports searching documentation, checking compliance, and generating framework-agnostic accessible components.

A comprehensive MCP server providing tools to query U.S. Energy Information Administration (EIA) data, covering real-time grid operations, electricity retail sales, and natural gas market metrics.

Enables deployment of MCP servers without authentication on Cloudflare Workers, allowing tools to be accessed remotely from clients like Claude Desktop or Cloudflare AI Playground via Server-Sent Events.

Provides access to Turkish Central Bank (TCMB) exchange rates with current and historical data since 1996, currency conversion, rate history statistics, and multi-currency comparisons with smart caching.

An MCP server that enables Claude to access the Mesh Design System for component discovery, design token exploration, and React prototype code generation.

MCP server for Firewalla MSP API - provides CRUD operations for all Firewalla MSP endpoints

Provides cryptographic identity and signing capabilities for AI agents, enabling them to create persistent identities, sign actions with private keys, and allow external systems to verify the authenticity and provenance of agent-initiated operations.

Privacy-preserving on-chain verification and attestation across 31 blockchains.

Provides observability for multi-agent workflows by tracking hierarchical task structure, architectural decisions, reasoning, encountered problems, code modifications with Git diffs, and temporal metrics.

Provides seamless access to the Fake Store API for AI assistants with 18 CRUD tools for managing e-commerce data including products, carts, and users. Perfect for e-commerce demos, testing, and learning MCP development with zero configuration required.

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

Provides AI agents and LLMs access to the Nikola TEST MCP API through standardized MCP tools for seamless integration and interaction.

Provides access to PrimeVue documentation through MCP, enabling retrieval of component documentation, full docs, and structured documentation pages for AI-assisted Vue.js development.

A demo MCP server running on Wasmer Edge that manages cupcake order records, allowing users to search through and retrieve specific order details via keyword matching.

A macOS-specific MCP server that allows AI assistants to manage and screenshot open windows using yabai and native screen capture utilities. It provides structured data about windows organized by virtual desktops (Spaces).

A comprehensive MCP server providing remote Linux server control via SSH alongside advanced browser automation and monitoring capabilities.

Intelligently extracts and analyzes website logos from multiple sources (favicon, Apple Touch icons, OpenGraph, CSS) with automatic quality scoring and format support. Provides detailed logo information and returns the best logo URL for any given website.

A learning-oriented MCP server that provides arithmetic capabilities, specifically an addition tool, to AI assistants like Claude.

A comprehensive reference implementation demonstrating all features of the Model Context Protocol (MCP) specification, serving as documentation, learning resource, and testing tool for MCP implementations.

AdminMCP is a dual-purpose administrative toolkit and MCP server designed for system automation, mathematical operations, and information retrieval via agents.

SuperMCP is an orchestration layer that acts as a central hub for managing multiple MCP servers, allowing AI assistants to dynamically discover and interact with various tools through a unified interface.

Subnoto - Electronic Signature MCP server allows to send, receive and sign electronic documents with legally binding signatures. It connects to a confidential computing environment to ensure confidentiality of exchanged documents.