Development Tools

VariFlight's official MCP server provides tools to query flight information, weather data, comfort metrics, the lowest available fares, and other civil aviation-related data.

Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.

A comprehensive location services server providing geocoding, routing, isochrone analysis, and static map generation via the Stadia Maps API.

A comprehensive Kanboard MCP server that provides deep integration with projects, tasks, comments, users, and swimlanes. It supports advanced features like metadata management, automatic actions, and time tracking through the Kanboard JSON-RPC API.

Fetch and analyze BP5 data files using ADIOS2 for scientific data and metadata access.

A robust MCP server for Rollbar that enables AI assistants to diagnose errors, manage deployments, retrieve session replays, and update item status via natural language.

An MCP server that extracts YouTube video metadata and transcripts without requiring an API key, featuring intelligent fallback logic for high reliability.

MCP (Model Context Protocol) Server. Provides real-time cryptocurrency market data through CoinGecko API for accessing prices, market information, historical charts, search functionality, trending coins, and global statistics.

Connects Claude Desktop to Foundry VTT to provide AI-powered campaign management, character analysis, and real-time game assistance for D&D 5e and Pathfinder 2e. It enables natural language searches of compendiums, dice rolling, and automated map generation directly within the virtual tabletop.

MCP (Model Context Protocol) Server. Provides a bridge to virtual Ubuntu desktops for browsing the web, running code, and automating tasks through a sandboxed environment with bash command execution and natural language control.

A protocol bridge for Claude 4.5 Sonnet to access GLM-4.6's specialized architectural intelligence for system design, scalability engineering, and security reviews.

A specialized MCP server that integrates Google's OR-Tools to solve complex constraint satisfaction and optimization problems using a JSON-based model specification.

A specialized MCP server for Power BI Desktop that enables LLMs to query tabular models via DAX, explore model metadata, and analyze query performance using ADOMD.NET.

A bridge between Genesys Cloud analytics and routing data, enabling conversational business intelligence for contact centers including volume queries, sentiment analysis, and voice quality metrics.

MCP (Model Context Protocol) Server. Guides LLMs through structured software development workflows with feature clarification, PRD generation, and phase-based tracking using a hybrid document storage system.

An enterprise-grade MCP server for Kotlin Android development featuring 32+ tools for code generation, architecture setup, Gradle automation, security hardening, and AI-powered static analysis.

A comprehensive suite of MCP servers providing web search, weather data, persistent memory, Home Assistant control, shell execution (local and SSH), and knowledge base management.

A code analysis server that builds a graph representation of codebase entities and relationships across Python, JavaScript, and Rust to facilitate deep architectural understanding.

A specialized MCP proxy that acts as an intelligent intermediary to optimize token usage by learning API response patterns and filtering out redundant data fields. It automatically discovers schemas and applies smart masking (pinning, noise removal, and ghosting) to reduce input tokens by up to 80%.

A Google Workspace MCP server that enables AI models to manage Google Sheets and Forms through OAuth2 authentication, supporting data manipulation and automated form creation.

An MCP server that integrates with the 172 Haoka platform to provide AI-powered SIM card recommendations based on natural language user requirements.

A professional document authoring pipeline that transforms Markdown and LaTeX into high-quality PDFs while supporting project management and conflict-free collaborative editing between humans and AI agents.

MCP (Model Context Protocol) Server. Integrates with Anki flashcards to provide card creation and deck management capabilities.

MCP (Model Context Protocol) Server. Provides access to React hooks from the usehooks.io repository with tools for browsing, searching, and retrieving detailed hook implementations including TypeScript code and usage examples.

A database schema discovery and comprehension tool that allows users to search schema objects, output data in readable formats, and interact with relational databases using AI.

A tool that enables AI agents to search, browse, and retrieve local session histories from Claude Code, Gemini CLI, OpenAI Codex, and opencode to resume work or find past solutions.

A multi-provider MCP server that integrates AI assistants with Google Chat, enabling seamless message exchange, file sharing, and thread summarization across team spaces.

MCP (Model Context Protocol) Server. Provides a bridge to FirstCycling.com for retrieving professional cycling statistics, race results, rider profiles, and rankings with robust error handling and data parsing

The fabric-mcp-server is an MCP server that integrates Fabric patterns with Cline, exposing them as tools for AI-driven task execution and enhancing Cline's capabilities.

A robust knowledge graph memory system for AI agents that manages entities, relations, and observations with strict validation and weighted search capabilities.