gNMIBuddy

by jillesca

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Python

Remote

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GPL 3.0

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.5/5.0

Scored 2026-07-29 06:00 across 10 tools

Disambiguation5/5

Each tool targets a distinct aspect of network device information: logs, routing, interfaces, MPLS, VPN, system info, device inventory, device profile, and topology (full vs neighbors). There is no ambiguity between tools.

Naming Consistency4/5

All tools follow a 'get_' prefix with snake_case, which is consistent. However, two tools have an '_api' suffix (get_device_profile_api, get_network_topology_api) while others do not, creating a minor inconsistency.

Tool Count5/5

With 10 tools, the set is well-scoped for a network device management server. It covers core diagnostic and topology functions without being too large or too small.

Completeness4/5

The tool surface covers essential read operations (logs, routing, interfaces, MPLS, VPN, system, devices, topology). Minor gaps exist: no direct BGP or config retrieval (though device profile summarizes BGP state), and the topology tools partially overlap. Overall, it's reasonably complete for read-only diagnostics.