Provides efficient, low-token-usage access to Cisco Nexus Dashboard OpenAPI specifications for one or more releases. Loads schema files from a configurable directory and exposes tools to browse, search, and inspect endpoints and schemas.
Server provides 9 well-named, read-only tools for OpenAPI schema exploration. All tools have descriptions (avg 95 chars) and input schemas with typed parameters. However, output schemas are not documented, LLMs cannot predict response structure for chaining. Parameter descriptions are present but generic (avg 45 chars); many lack format/constraint details. No error handling guidance, no pagination support despite tools returning potentially large result sets. Tool composition is sound (each does one thing), but missing recovery hints and result limits.
Get metadata about the loaded OpenAPI specifications (title, version, servers, contact info).
Get detailed information about a specific endpoint, including parameters, request body schema, and response schemas.
Get detailed information about a specific component schema, including all properties, required fields, and the full schema definition.
List all endpoints across all loaded schemas, optionally filtered by version, path pattern, method, or tag.
List all component schemas across all loaded schemas, optionally filtered by version or name pattern.
List all operation tags defined in the loaded schemas.
Output schemas not documented. LLMs cannot predict response structure (fields, types, nesting) for downstream tool chaining or data extraction. Tools return EndpointInfo and SchemaInfo objects but no schema is visible in tool definitions.
No pagination support. Tools like list_endpoints and list_schemas can return unbounded result sets. No limit parameter, no offset/cursor, no total_count in response. Large schemas risk context window exhaustion.
Parameter descriptions lack format/constraint details. 'version' described as 'Release version to query' but no guidance on valid format, enum values, or default behavior. 'path_pattern' and 'name_pattern' accept regex but no examples or validation rules stated.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | D | 53 | 2026-07-28+ | v2 |
List all loaded OpenAPI schema versions.
Search endpoints by keyword in path, summary, description, or operation ID.
Search schemas by keyword in name, description, or property names.
No error handling guidance. If a version is not found, or a regex pattern is invalid, or no results match, the tool provides no recovery hints. LLMs cannot self-correct or suggest alternatives.
STDIO transport only. Server is not remotely accessible and cannot be used by hosted MCP clients. Limits deployment to local/CLI-only scenarios.