Hyperfabric MCP Server
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TDQS
Scored across 79 tools
Tools are well-organized by resource categories (auth, devices, fabrics, nodes, etc.) with clear distinctions between actions like get, add, update, and delete. However, some potential overlaps exist, such as multiple 'add' tools for different sub-resources within a category that might be confusing if the agent doesn't carefully parse the resource type.
Naming follows a highly consistent pattern: resourceActionResource or resourceActionResources (e.g., authGetUser, fabricsAddFabrics, nodesUpdatePort). All tools use camelCase uniformly, and the verb-noun structure is predictable across all 79 tools, making them easy to parse and understand.
With 79 tools, the count is excessive for typical MCP server purposes, likely overwhelming for agents and users. While the domain (network fabric management) is complex, this many tools suggests over-fragmentation of operations that could have been consolidated, making it heavy and difficult to navigate.
The tool set provides comprehensive CRUD coverage across all major resources (fabrics, nodes, ports, VRFs, VNIs, etc.), including lifecycle operations like commit, revert, and review for candidates. No obvious gaps are present; agents can perform full management workflows without dead ends.