Development Tools

A mathematical utility server implementing the Model Context Protocol to provide tools for basic and advanced calculations. It enables users to perform operations such as addition, subtraction, powers, square roots, and percentages through natural language.

Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.

Provides hashline-based file editing using line-addressed edits and content hashes for integrity verification. It enables LLMs to perform precise file modifications while ensuring edits are rejected if the file content has changed since the last read.

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable repository searching, information retrieval, issue management, and content generation through specialized tools and prompts for seamless development workflow management.

A security-hardened MCP server for managing Technitium DNS Server via its HTTP API. It provides 20 tools for DNS zone management, record configuration, and server diagnostics with built-in protections like rate limiting and read-only modes.

Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistants to perform location searches, routing, and coordinate conversions. It features over 35 tools for accessing thematic layers, population statistics, and public transport data.

Integrates Volkern CRM with AI agents to manage leads, schedule appointments, and handle tasks through natural language. It enables users to interact with CRM data, send WhatsApp messages, and track interactions directly within MCP-compatible clients.

An MCP server that enables AI agents to search, discover, and retrieve technical specifications from a SpecLib instance. It provides tools for full-text search, scope listing, and reading specs as markdown content.

Model Context Protocol (MCP) server for reading IDE output, test results, and linter problems. Integrates with Cursor, VS Code, and other IDEs for AI-assisted development.

Enterprise code governance and AI audit platform. Detects AI drift, enforces organizational standards, and audits AI-generated code with continuous monitoring.

Provides access to the DigiKey Product Search API v4, allowing users to search for electronic components and retrieve detailed product specifications. It supports keyword searches, pricing inquiries, manufacturer lookups, and access to technical datasheets.

Provides comprehensive stock intelligence and technical analysis by integrating Alpha Vantage and Finnhub data. It enables users to generate detailed research reports and retrieve real-time market metrics, indicators, and news sentiment.

A tool to fetch Jira ticket information based on current git branch

MCP (Model Context Protocol) Server. Provides direct access to PocketBase databases with tools for collection management, record operations, user authentication, and database administration via TypeScript and the PocketBase SDK.

MCP (Model Context Protocol) Server. Provides a bridge to Microsoft SQL Server databases for executing queries, exploring schemas, and managing data through natural language interaction with Windows authentication security

Enables interaction with AIApp BaaS authentication system through keyword-based document search and automatic generation of framework-specific client code. Supports React, Next.js, Vue, and Vanilla JS with TypeScript integration and automatic project ID injection.

A tool for deep project inspection and analysis that automatically detects tech stacks, frameworks, dependencies, and project structures across multiple programming languages.

Enables AI models to interact with Tencent Cloud COS for cloud storage operations (upload, download, list files) and advanced media processing capabilities (image super-resolution, QR code recognition, video thumbnails, document conversion, and natural language-based file search).

MCP (Model Context Protocol) Server. Provides Twitter API access without local credential setup through a decoupled architecture where clients handle OAuth flows independently and pass credentials as context for core Twitter operations.

MCP (Model Context Protocol) Server. Creates and manages steganography puzzles that hide messages within Unicode characters, offering template-based generation with configurable difficulty levels and persistent storage of puzzle metadata.

MCP server that interfaces with the git-mob CLI app for managing co-authors in git commits during pair/mob programming.

An MCP server that integrates with the RapidAPI LinkedIn Profile Scraper to asynchronously fetch comprehensive profile data including skills, certifications, and professional honors.

Enables AI assistants to create and manage development projects with structured backlogs, including tasks, requirements, and progress tracking. Provides a bridge between AI development assistants and project management workflows through standardized MCP tools.

MCP (Model Context Protocol) Server. Provides a bridge to the Korean military service records API for retrieving and verifying service history information with authentication and caching support

A demonstration MCP server that simulates server management actions for Contabo and Hetzner using FastAPI. It provides a mock environment for testing request routing and provider-based service modules without requiring live API credentials.

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in real browser environments.

MCP (Model Context Protocol) Server. Provides secure filesystem access with strict path validation, enabling safe file operations like reading, writing, editing, and directory management through gitignore-style exclusion patterns and detailed JSON metadata.

A Model Context Protocol server that provides intelligent stock data assistance through Tushare's financial data API, enabling users to query comprehensive stock information, financial data, and market indices through natural language.

MCP (Model Context Protocol) Server. Provides real-time grammar correction and recommendations through specialized prompts and Server-Sent Events, enabling seamless text improvement without context switching.

Execute terminal commands locally or remotely via SSH with session persistence and environment variable support. Manage terminal sessions that maintain state for up to 20 minutes, enabling efficient command execution workflows. Connect using stdio or SSE for flexible integration with AI models and a