Development Tools

A TypeScript-based template for building Model Context Protocol (MCP) servers, providing a foundational structure with configuration and debugging utilities. It serves as a boilerplate for developers to quickly bootstrap new MCP server implementations.

Ground truth verification for AI-generated code plans. Catches hallucinated file paths, schema references, imports, env vars, types, API routes, Express/Fastify routes, and Supabase schema — deterministically, zero cost, no API key.

A specialized MCP server that facilitates API documentation workflows by generating Swagger specifications and seamlessly uploading them to the ApiFox platform.

Sensei is an engineering mentor MCP server that orchestrates 64 specialized AI personas to provide architectural guidance, maintain session memory of technical decisions, and inject relevant development standards directly into the LLM's reasoning process.

A completely local MCP server that transforms Markdown text into high-quality mind map images using three distinct layout modes for hierarchical data visualization.

Enables AI assistants to interact with the PEX Card External API to manage business accounts, cards, and transactions. It provides 72 tools for retrieving account balances, managing spending rules, and tracking business expenses through natural language.

A comprehensive MCP server that enables conversational management of Odoo ERP data, including timesheets, expenses, contacts, invoicing, sales, and HR resources.

A FastMCP-based MySQL server that enables secure read-only interaction with databases through SELECT queries and schema exploration.

A process management server that enables executing, monitoring, and controlling long-running background processes with persistent logging and resource tracking across multiple platforms.

A LlamaIndex-integrated MCP server that provides real-time weather data, including temperature and humidity, by interfacing with the OpenWeather API.

A secure MCP server gateway that provides OAuth-protected tool execution, enabling ChatGPT to access user-scoped data via JWT verification and per-tool scope enforcement.

A Model Context Protocol server providing programmatic access to the Harvard Art Museums' collection of over 224,000 artworks, artists, and exhibition records.

A robust MCP server that integrates with Google Calendar to manage events through single and batch operations, featuring enterprise-grade retry mechanisms and OAuth2 authentication.

A powerful search and research MCP server that integrates Exa AI to provide real-time web searching, deep company research, LinkedIn discovery, and autonomous multi-step research workflows.

This MCP server provides an interface to Cloudinary's Upload and Admin APIs, enabling AI assistants to upload, search, manage, and retrieve metadata for digital media assets.

A reference MCP server implementation deployed on Cloudflare Workers featuring GitHub OAuth authentication and identity-based access control for tools.

A Go-based task management system that provides AI assistants with structured project tracking, template-based task creation, and bilingual support via the Model Context Protocol.

A comprehensive MCP server for Drupal that enables AI assistants to perform full site-building, health monitoring, and system administration through naturally narrated tools and read-only resources.

A TypeScript-based MCP server that implements a note management system, allowing users to create, list, and summarize text notes through a type-safe interface.

A robust project planning and execution framework that transforms requirements into detailed development plans with automated verification and a lessons-learned feedback loop.

Android-MCP enables AI agents to control Android devices through ADB, supporting UI state inspection, interaction gestures, and automated test recording/exporting.

Captures and organizes structured markdown notes from Claude sessions locally, featuring automatic complexity analysis, pattern detection, and advanced similarity-based search for a developer's personal knowledge base.

MCP (Model Context Protocol) Server. Integrates with the National Weather Service API to provide real-time weather alerts by state and detailed forecasts by geographic coordinates for US locations.

A gamified self-reflection tool for LLMs that implements a finite 'cookie jar' economy, allowing models to earn rewards for high-quality responses based on user-controlled scarcity.

A containerized MCP server that enables AI agents to remotely manage OpenWRT routers via SSH, supporting system monitoring, network configuration, and OpenThread Border Router management.

A versatile time management MCP server that provides tools for timezone conversion, relative time calculations, and date metadata via both local Stdio and remote HTTP transports.

A lightweight Bash-based MCP server that allows AI assistants to send desktop notifications via the notify-send command on Linux and macOS.

An AI-powered prompt engineering server that refines, analyzes, and generates highly specific prompts tailored to your project's tech stack, file structure, and dependencies.

A specialized productivity coaching assistant for ADHD support, featuring persistent memory to learn user patterns and provide personalized recommendations to reduce decision paralysis.

A template repository for creating new Model Context Protocol (MCP) servers using Docker.