Developer Tools MCP Servers

Server Sandbox

Provides a curated collection of tools categorized for various server-related tasks.

Example

Illustrates how to create a Model Context Protocol (MCP) server in C# for defining command-line or application-callable tools.

Tool Override Tester

Demonstrates how tools can be dynamically overridden across multiple Model Context Protocol servers.

Postgres

Enables AI agents to interact with multiple PostgreSQL databases using the Model Context Protocol (MCP).

Smart Lights

Manages WiZ smart lights for customized home lighting experiences.

SEQ

Enables Large Language Models to query, analyze, and manage logs from SEQ structured logging servers.

OpenAI

Provides a Model Context Protocol (MCP) server for managing OpenAI API keys and tracking spending.

DIY

Provides a hands-on implementation of an stdio MCP server to demystify the Model Context Protocol.

Confluence Attachment

Enables AI assistants to download and read attachments from Confluence pages via a Model Context Protocol (MCP) server.

Workflow

Manage the complete software development lifecycle (SDLC) with an AI-integrated project management platform.

Class Study

Offers a versatile Model Context Protocol (MCP) server providing utilities for global time inquiry, mathematical calculations, multilingual greetings, code reviews, and AI image generation.

Classmcp

Generates semantic class names for CSS using AI, streamlining development, optimizing AI output, and enhancing SSR safety with support for popular frameworks.

OpenAPI

Expose any REST API as MCP tools for AI assistants to search, explore, and execute operations.

iOS Development

Streamline the entire iOS development lifecycle with 55 native Swift tools for building, testing, debugging, and UI automation.

Flow

Bridges AI assistants to Flow Immersive's 3D platform, enabling code-free transformation of raw data into interactive 3D spatial visualizations.

Firmware

Automates the extraction, analysis, and comparison of firmware images to identify security-relevant files and architectural details.

PinRAG

Provides intelligent document querying and retrieval for various formats, integrated as an MCP server for AI assistants.

PYTHIA

Provides unique, non-obvious insights for agents facing creative problems or complex challenges.

ThinkNEO

Provides an enterprise AI control plane to integrate governance capabilities like spend tracking and policy enforcement with various AI clients.

Security Shield

Protects Claude Code sessions from prompt injection, malicious files, supply chain attacks, and data exfiltration with 7 integrated security tools.