Cloud Services MCP Repositories

Query and analyze Grafana Loki logs with full LogQL support to access log data directly from AI assistants. Simplifies log management by providing formatted results in various output formats and supporting metadata retrieval.

Enables secure interaction with OceanBase databases for listing tables, reading data, and executing SQL queries through a structured interface. Provides proper error handling and secure access via environment variables.

A standardized interface implementing the Model Context Protocol (MCP) for interacting with Bitbucket sources, essential for robust cloud-services environments. This engine facilitates retrieval of repository artifacts and management of code review workflows like pull requests. It inherently supports security analysis, notably employing CodeQL scanning on pull requests, while maintaining operational safety by strictly prohibiting data deletion actions.

Access Ramp data via the Ramp API, facilitating interaction with credit card transactions and spend management tools. Provides a command interface for financial insights and transaction management.

Integrate and invoke Dify workflows within applications using the Model Context Protocol, providing real-time data and action capabilities. Supports seamless communication with various Dify tools through a simple configuration setup.

Automate email management by organizing, triaging, and batch-processing emails from multiple providers such as Gmail, Outlook, and iCloud using conversational commands. The server streamlines workflows and reduces cognitive load with tools that generate easily parsable XML responses for seamless integration.

This server enables interaction with GEDCOM files, facilitating genealogical data management and retrieval commonly utilized on Ancestry.com.

Connect to the Dynatrace observability platform to retrieve real-time observability data, including production problems, security vulnerabilities, logs, and events. Utilize natural language queries to automate notifications and integrate monitoring within development workflows.

Interact with Space Frontiers data sources through a simple API for keyword and semantic searches across various databases. Enables seamless access to rich space-related information to enhance language model capabilities.

Provides an interface for conversational agents to provision, modify, and retire URL shorteners hosted via the Dub.co service through its dedicated API.

Configure and manage multiple MCP services using HTTP with SSE or Streamable HTTP transport. Enhance applications by allowing easy integration of various tools and functionalities through a standardized interface.

Establish secure, high-throughput connectivity to advanced artificial intelligence models and disparate external data repositories utilizing the Model Context Protocol specification, thereby enabling robust and scalable deployment of Large Language Model (LLM) applications hosted on Azure Kubernetes Service environments.

Enhance applications with advanced data processing and analysis capabilities, enabling the extraction of insights and automation of tasks from various data sources.

Fetches real-time weather data and integrates weather information into applications, providing accurate forecasts to enhance user experience.

Connect to Hugging Face Spaces to access various AI models for tasks like image generation and text-to-speech with minimal setup. Leverage the default model for seamless integration into applications.

Facilitates secure orchestration and automated data exchange with the AverbePorto logistics platform, specifically handling credential management and digital manifest submissions for freight insurance documentation via a dedicated API endpoint.

Access Azure Data Explorer clusters and databases through standardized MCP interfaces to execute KQL queries and explore data resources. Features include querying capabilities, resource discovery, and support for authentication.

Integrate AI assistants with the Metabase analytics platform to access dashboards, execute queries, and retrieve structured data through conversational interfaces. It provides navigation of Metabase resources and supports multiple authentication methods for secure access.

Resource-based access to AI model inference focused on image generation via the Replicate API, enabling streamlined interactions for generating images from various AI models.

Facilitate sophisticated interaction with the Algorand distributed ledger technology (DLT). This includes comprehensive management of cryptographic accounts, creation of novel assets, and secure execution of on-chain transactions. Enables retrieval of both streaming and archival blockchain ledger information to significantly augment application capabilities.

Integrate AI models with Apache Kafka for message publishing and consumption, enabling seamless interaction with Kafka topics through a standardized protocol. Supports both sending and receiving messages, enhancing communication between language models and applications.

Enables interaction with PostgreSQL databases through secure SSH tunnels, facilitating efficient querying and maintaining data integrity. Designed for local, containerized, or AI-driven applications with support for AWS RDS in read-only mode.

Integrates AI assistants with network data to facilitate automation and management. Provides standardized tools for network operations and enhances efficiency through AI-ready interfaces.

Execute SQL queries against Google BigQuery with validation, ensuring that queries are safe, valid, and constrained to specific processing limits. Retrieve structured JSON results for analytics needs without modifying data.

Enables LLMs to make HTTP requests to any specified URL using a curl-like interface, supporting standard HTTP methods, customizable headers, and request bodies. It provides full response information including status, headers, and body details.

A modern web application framework that integrates authentication and database services, supports real-time webhook processing, and manages user profiles with Clerk and Supabase integration. It facilitates the development of scalable Next.js applications with built-in security and data handling features.

Interact with GitHub repositories, create new ones, push content, and retrieve user information using the GitHub API through the MCP protocol. Supports error handling and TypeScript type safety for a seamless experience.

MCP-NixOS connects AI models to accurate NixOS documentation and package information, preventing misinformation and hallucinations about NixOS-related topics. It ensures reliable interactions with users seeking guidance on NixOS.

Manage multiple JSON document databases with capabilities for creating, reading, updating, and deleting documents. Sync databases to the cloud for easy access and enable collaboration on structured data.

Transforms Dify tools' APIs into MCP compatible APIs, supporting `HTTP with SSE` and `Streamable HTTP` protocols, enabling broader integration and usage of existing tools within the MCP framework.