dolthub/dolt
Dolt is a SQL database with Git-like version control capabilities, enabling users to manage, version, and collaborate on data and schemas as easily as code in Git repositories.
gannonh/firebase-mcp
Firebase MCP is a server implementation of the Model Context Protocol (MCP) designed to enable AI assistants to interact seamlessly with Firebase services. It supports core Firebase functionalities including Firestore for document database operations, Storage for file management, and Authentication for user management and verification. This server acts as a bridge allowing AI clients such as Claude Desktop, Augment Code, VS Code, and Cursor to perform Firebase operations through standardized MCP tools. The project provides a comprehensive set of tools for Firestore, including adding, listing, retrieving, updating, and deleting documents, as well as listing collections and querying collection groups. For Storage, it supports listing files, retrieving file metadata and URLs, and uploading files either from content or from URLs. Authentication tools allow fetching user details by ID or email. Firebase MCP supports multiple transport mechanisms, including the default stdio and an HTTP transport mode that enables running the server as a standalone HTTP service accessible by multiple clients. The HTTP transport also supports session management, allowing stateful interactions with multiple clients. Setup involves configuring a Firebase project with service account credentials and setting environment variables such as the service account key path and optionally the storage bucket name. The server can be installed and run locally or via npx for ease of use. The project includes detailed instructions for integration with various MCP clients and troubleshooting common issues. The codebase is organized with a clear structure separating the server entry point, utility functions, and Firebase service clients for authentication, Firestore, and storage. It also includes testing support with Firebase emulators to ensure reliability. Overall, Firebase MCP facilitates powerful AI-driven interactions with Firebase backend services through the MCP framework, enhancing automation and intelligent data management capabilities for developers and AI applications.
https://github.com/gannonh/firebase-mcp
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