Enable MCP-compatible AI agents to deploy apps to Google Cloud Run. Provides tools for deploying files, listing services, and managing Cloud Run deployments through AI-powered interfaces.

GibsonAI MCP Server provides tools for MCP clients to interact with GibsonAI projects and databases using natural language, enabling schema design, migrations, queries, and deployments directly from your IDE.

A Model Context Protocol server using Fireproof database to provide a JSON document store with CRUD operations and field-based querying for AI systems like Claude Desktop.

Firefly MCP Server enables seamless integration with the Firefly platform for discovering, managing, and codifying resources across Cloud and SaaS accounts using TypeScript and Model Context Protocol.

Firebase CLI is a command-line interface for testing, managing, and deploying Firebase projects. It enables deployment, local emulation, database interaction, and user management.

Fibery MCP Server provides integration between Fibery and LLM providers supporting MCP protocol, enabling natural language interaction with your Fibery workspace for querying, creating, and updating entities.

A Model Context Protocol (MCP) server for FalkorDB that enables AI models to query and interact with graph databases through standardized MCP requests and responses.

Elasticsearch MCP Server connects agents to Elasticsearch data using the Model Context Protocol, enabling natural language interactions with Elasticsearch indices through tools like search, ESQL queries, and index management.

A Model Context Protocol server that provides AI assistants with direct access to Dolt databases, enabling database operations, version control workflows, and data management tasks through SQL queries.

Defang CLI and MCP Server enable developers to deploy applications from Docker Compose to secure cloud infrastructure in minutes. Supports multiple cloud providers and offers AI integration for streamlined development workflows.

A Model Context Protocol server implementation for DataHub that enables searching across entity types, fetching metadata, traversing lineage graphs, and listing SQL queries associated with datasets.

MCP Server for CTERA Portal provides an AI-powered interface to interact with the CTERA Intelligent Data Services Platform, enabling file management operations through natural language or automation workflows.