Cloud Services MCP Repositories

A robust TypeScript framework for instantiating and exposing Model Context Protocol (MCP) endpoints dedicated to retrieving and serving meteorological datasets. This utility streamlines the integration of specialized climate information streams into sophisticated artificial intelligence pipelines, featuring accelerated development workflows and built-in, standardized version control mechanisms.

Enables conversion between various geographic data formats including WKT, GeoJSON, TopoJSON, KML, and CSV, as well as performing reverse geocoding. Interfaces with GIS libraries to manage geographic data formats and coordinate systems efficiently.

Interacts with Cloudinary's Upload & Admin API methods for asset management in the Cloudinary cloud. Facilitates uploading and managing assets efficiently through AI integrations.

Connect and query local DuckDB and cloud-based MotherDuck databases. Provides SQL analytics capabilities and integrates with cloud storage for data access and sharing.

Manage Bitrise applications, builds, and artifacts through a secure API token-based interface. Access and integrate comprehensive Bitrise API functionalities for app registration, build triggering, and release management within CI/CD workflows.

Build Model Context Protocol servers using a TypeScript-first framework that supports automatic discovery of tools and prompts, multiple transports, and various authentication methods. Simplifies server development with a built-in CLI and flexible configuration options.

Provides LLM Agents with access to various system utilities and tools, enabling functionalities such as IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

Manage AWS CodePipeline pipelines by triggering executions, retrieving metrics, approving actions, and obtaining execution logs through natural language commands in Windsurf. Streamline CI/CD processes with a standardized interface for AWS CodePipeline services.

Provides testing capabilities for applications, enabling code validation and ensuring reliability through comprehensive test coverage. Aims to streamline the development process and facilitate the delivery of high-quality software.

Provides a project template for Flutter application development, offering essential resources and documentation to kickstart building mobile apps.

An MCP server for web browsing automation that integrates Azure OpenAI to facilitate interactions with web applications through an automated interface. It utilizes Playwright for end-to-end testing and customizes responses to fit the OpenAI function calling format.

Provides tools for testing and validating the functionalities of the Model Context Protocol while ensuring integration with external data and tools.

Store and retrieve vector embeddings in VikingDB, a high-performance vector database. Supports vector similarity searching and information upserting for later retrieval.

Integrate Gmail with advanced filtering and automation to read, search, and process emails and attachments. Enhance email management tasks through seamless connectivity with LLMs.

Facilitates intuitive web-based editing and deployment of applications with automatic commits to a repository. Supports integration with IDEs and GitHub Codespaces for flexible project management and development workflows.

This Model Context Protocol (MCP) server bridges your Supabase deployments with advanced AI agents, facilitating streamlined database administration, data retrieval, and complex project settings modifications.

Facilitates API requests securely without exposing API keys and provides a platform to test various APIs, including OpenAI's models. It generates images and formats responses for clarity.

Access and manage Grafana dashboards and data sources, including querying Prometheus and querying logs and metrics from Loki. Fetch and update dashboard details, including panel information and datasource metadata.

Provide utilities to simplify development and usage of Model Context Protocols (MCPs) with Smithery. Connect seamlessly to Smithery MCPs and transform MCP responses for OpenAI and Anthropic clients. Accelerate your integration with MCPs using this SDK.

Enables secure remote execution of Rails console commands over SSH, facilitating read-only operations and controlled database mutations in a deployed Rails environment.

Deploy HTML content and static files to EdgeOne Pages, generating publicly accessible URLs for content delivery. Supports serverless edge functions for improved web performance.

A utility layer facilitating seamless integration between Large Language Models (LLMs) and Tencent Cloud's Object Storage Service (COS) alongside its Data Insight (CI) component. This tool abstracts complex interactions for file lifecycle management, automated data orchestration in the cloud, and advanced multimedia processing (image/video). It specifically enables querying stored assets via natural language over metadata indexes and streamlines robust data archival procedures.

Interface with Cloudflare's REST API through a lightweight MCP server deployed on Cloudflare Workers, enabling interactions with various Cloudflare tools.

Java-based MCP servers that extend LLM applications' capabilities by enabling JDBC access, filesystem interactions, and JavaFX drawing functionalities.

Provides access to real-time and historical financial data from Yahoo Finance, including stock prices and company information, to support finance-related queries within applications.

Host a remote MCP server on Cloudflare Workers enabling OAuth login for secure access to tools and resources. Facilitates the integration and invocation of tools with MCP clients for enhanced LLM applications.

Provides access to Alibaba Cloud observability products, including Log Service, Application Real-Time Monitoring Service, and Cloud Monitor through a standardized MCP interface for efficient querying and interaction with observability data.

Integrate Worldpay payment processing into applications, enabling the generation of customized checkout forms and secure handling of payment data queries. Supports both stdio and SSE transport methods for communication with AI models.

Provides structured access to Trino's distributed SQL query engine, enabling AI models to query and analyze data efficiently. Supports API initialization through Docker and Python, allowing integration with large language models for data insights.

Automates the retrieval of high-fidelity, lossless FLAC audio tracks from Netease Cloud Music playlists and saves them to a local filesystem. This utility is specifically engineered for audiophiles aiming to construct offline libraries of Hi-Fi quality music sourced from the platform's extensive catalog.