Development Tools

Enables AI assistants to create, monitor, and manage computational tasks through GA4GH Task Execution Service (TES) functionality. Provides seamless access to TES-compliant services for executing bioinformatics and scientific computing workflows.

Enables teams to create a shared knowledge base where members can store, search, and validate information collectively. Provides semantic search across team memories with granular permissions and collaborative verification features.

Provides production-ready implementation patterns for features like authentication, payments, and deployments to AI coding assistants. It enables developers to search and retrieve battle-tested code snippets and setup steps for full-stack tasks.

The FusionAuth MCP server provides comprehensive access to over 300 API endpoints for managing identity, users, and applications. It allows LLMs to perform CRUD operations and search functionality within a FusionAuth instance.

A Snowflake MCP server that integrates Cortex AI features to enable retrieval-augmented generation (RAG), natural language analysis of structured data, and LLM chat completions directly within the MCP ecosystem.

MCP (Model Context Protocol) Server. Analyzes fashion images using CLIP to extract clothing attributes like style, color, and fabric, then generates personalized recommendations based on detected tags and user behavior.

An MCP server that enables AI assistants to manage MLflow lifecycle components including experiments, runs, and the model registry. It provides functions to search, retrieve metrics, and access metadata through natural language interfaces.

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI dev

A specialized development server for Rust and Slint ecosystems that fetches real-time package data, UI components, and news from GitHub while maintaining a local cache for performance.

A specialized MCP server that provides deep DeFi analytics and real-time market data for the Algorand ecosystem, integrating directly with the Vestige API for tracking assets, pools, and protocols.

Enables fetching, searching, and summarizing WeChat public account articles through browser automation. Supports multiple output formats and provides article metadata and statistics.

Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.

Enables control and monitoring of Home Assistant smart home devices through MCP protocol. Automatically manages authentication tokens and provides simplified tools for device discovery, switch control, and light brightness adjustment.

MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!

A comprehensive analysis server that extracts and queries cross-repository knowledge including type definitions, service dependencies, and infrastructure configurations. It generates architectural diagrams and identifies shared data contracts across large developer organizations.

A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.

An AI-native management hub that enables users to control WordPress, WooCommerce, and various self-hosted services like Gitea and Supabase through AI assistants. It provides a comprehensive suite of nearly 600 tools for managing content, ecommerce stores, repositories, and databases using natural language.

Native MCP Overview RongCloud Native MCP is a lightweight RongCloud IM service wrapper based on the MCP (Model Control Protocol) protocol. By directly wrapping the high-performance Rust IM SDK, it provides a simple and efficient instant messaging solution for client-side or local applications

Provides a Multi-Agent Conversation Protocol server for interfacing with the Vimeo API, allowing agents to interact with Vimeo's video platform services through natural language.

Engagio MCP connects Claude to Twitter for intelligence-driven engagement, enabling users to monitor high-value accounts, score tweets by engagement velocity, and manage a strategic reply queue with built-in analytics.

A production-ready integration server that connects Claude to n8n and Supabase for semantic memory retrieval, workflow orchestration, and automated task management across multiple platforms.

Enables distributed task execution across a cluster of nodes with automatic routing based on load, OS, and architecture requirements. It provides secure SSH-based remote command execution, parallel processing capabilities, and real-time cluster health monitoring.

Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.

A robust Model Context Protocol server that provides direct filesystem access to Obsidian vaults, enabling AI assistants to search, read, write, and manage notes and images with high performance using a persistent SQLite index.

Enables searching text across configured local workspaces using ripgrep. Provides secure text search capabilities within defined workspace boundaries through both MCP server and CLI interfaces.

A specialized MCP server for accessing macOS message history, uniquely capable of decoding binary attributedBody data to read RCS, SMS, and mixed-protocol group chats.

A Model Context Protocol (MCP) server that provides integration with Yeoman generators, allowing AI agents to search for and run Yeoman templates programmatically.

Provides GPU-accelerated gradient boosting model training and inference through a cloud service. Enables AI agents to train models on NVIDIA A10G GPUs and get fast cached predictions with portable model artifacts.

A tool for Claude Code to manage Anki flashcards, enabling users to create, search, and sync study materials directly from their terminal during coding sessions.

Provides AI agents with instant access to official Apple developer documentation, Swift docs, design guidelines, and Apple Developer YouTube content through advanced semantic and hybrid search capabilities. Features AI-powered reranking for accurate retrieval of Apple platform knowledge including iOS, macOS, watchOS, tvOS, and visionOS development resources.