Development Tools

Grounded claims for code. MCP server that prevents AI hallucination in code analysis.

A lightweight PHP-based MCP server providing current timestamp and date/time information with timezone support. It leverages Symfony components and supports both STDIO and SSE transport methods.

A smart proxy server for MCP that prevents LLM context window bloat by caching large tool responses to local files and returning compact resource links. It supports automatic format conversion, direct tool calls, and secure file-based data uploads for massive datasets.

An MCP server for managing Obsidian vaults, featuring template-based note creation, advanced wiki-link management, broken link detection, and automated Map of Contents (MOC) generation.

A Python-based Model Context Protocol server that provides full CRUD operations and user information retrieval for the esa.io documentation platform.

The official MCP server for Turtle Noir - The lateral thinking puzzle game. Test your deductive reasoning against a strict AI host.

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

A movie and TV resource search engine that aggregates data from multiple sources and includes a built-in validator to check video link playability.

An MCP server that enables natural language management of server hardware via Redfish APIs, supporting endpoint discovery, resource querying, and configuration updates.

A blockchain intelligence MCP server that enables AI-powered semantic search, natural language querying, and detailed analysis of Ethereum addresses, transactions, blocks, and smart contracts.

A Model Context Protocol server that integrates with Nautobot to provide AI assistants with access to network inventory data, including site information, device details, and network topology.

A comprehensive MCP server that automates Cisco Hyperfabric data center switching fabrics by exposing 79 tools derived from the Nexus Hyperfabric REST API. It enables AI-driven management of devices, fabrics, network configurations, nodes, VNI, and VRF settings.

An MCP server for Windows 11 24H2+ that provides complete lifecycle management of Windows Sandbox instances, including command execution and shared directory mapping.

A Model Context Protocol server that enables AI assistants to send emails via SMTP and AWS SES through a standardized interface.

A robust MCP server integrating Google Flights via SerpAPI and fast-flights for advanced flight searching, multi-city planning, and price optimization with automated fallback mechanisms.

A comprehensive MCP server providing real-time public transportation data for İzmir, including ESHOT buses, İZBAN, Metro, and Tram services via the city's Open Data Portal.

A specialized MCP server that automates Dynamic Application Security Testing (DAST) by integrating OWASP ZAP scanning with Google Gemini AI for cognitive vulnerability analysis and risk scoring.

An enterprise-grade ServiceNow integration for the Model Context Protocol, enabling AI assistants to manage ITSM operations including incidents, changes, CMDB, and user management.

MCP (Model Context Protocol) Server. Enables AI systems to log emergency contact events with rate limiting and persistent storage using Supabase for reporting suspicious activities, cybersecurity incidents, or emergency situations.

A robust browser automation server that provides AI agents with full control over web pages, including multi-tab management, JavaScript execution, and media capture.

An MCP server for managing Cloudron instances that allows users to monitor installed applications, retrieve system status, and administer self-hosted infrastructure through the Model Context Protocol.

A comprehensive MCP server providing access to The Movie Database (TMDB) API for searching and retrieving details on movies, TV shows, and entertainment professionals.

A Model Context Protocol server for Apache Airflow that facilitates DAG management, task monitoring, and administrative operations using Bearer token or basic authentication.

A production-ready Next.js MCP server featuring Clerk authentication, API key management, and integrated documentation tools for Next.js development.

A comprehensive tech stack recommendation and auditing server that provides deterministic scores across six dimensions, technical debt audits, and migration paths for developers.

An MCP server for the Octopus Energy Japan GraphQL API that allows users to retrieve electricity consumption, cost estimates, and contract details. It enables 30-minute interval usage analysis and postal code area searches while ensuring privacy by excluding personal address information.

A production-grade MCP server that integrates ByteBot's dual-API architecture for autonomous task management and direct desktop computer control, enabling AI assistants to execute complex desktop workflows.

A robust MCP server that enables AI agents to control Android devices through Appium, supporting automatic device detection, UI element parsing, and execution of complex natural language test scenarios.