Astra DB MCP Server
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FlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that enables Large Language Models to access and interact with database connections, including viewing schemas and performing CRUD operations on connected databases.-- AlicenseAqualityBmaintenanceA Model Context Protocol server that enables interaction with MongoDB databases and MongoDB Atlas, allowing users to perform database operations and manage Atlas resources through natural language.22100,562 npmApache 2.0

MongoDB MCP Serverofficial
AlicenseBqualityAmaintenanceA Model Context Protocol server that enables AI assistants to interact with MongoDB Atlas resources through natural language, supporting database operations and Atlas management functions.28100,562 npm1,134Apache 2.0- AlicenseAqualityDmaintenanceA Model Context Protocol server providing tools for DB queries, API calls, file I/O, and text transformations, enabling AI agents like Claude to perform real-world actions.10MIT
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.27 npmMIT
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.27 npm2MIT
TDQS
Scored across 16 tools
Every tool has a clearly distinct purpose with no ambiguity. Tools are well-organized around specific resources (collections, records) and actions (create, get, update, delete, list, find, estimate), and even bulk operations are clearly separated from single operations. There is no overlap that would cause misselection.
Tool names follow a highly consistent verb_noun pattern throughout, using PascalCase for readability. All tools start with an action verb (e.g., Create, Delete, Get, Update) followed by a noun (e.g., Record, Collection), with only minor variations like 'HelpAddToClient' and 'OpenBrowser' still fitting the pattern. There are no mixed conventions or chaotic naming.
With 16 tools, this is well-scoped for a database server covering collections and records. Each tool earns its place by providing comprehensive CRUD operations, bulk handling, and utility functions, without being excessive or thin for the domain. The count supports a complete workflow without overwhelming an agent.
The tool surface offers complete CRUD/lifecycle coverage for both collections and records, including bulk operations, listing, finding, and estimation. There are no obvious gaps; agents can perform all essential database tasks from creation to deletion, with added utilities like HelpAddToClient and OpenBrowser for setup and navigation.