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Scored across 4 tools
Tools are mostly distinct: search_cfps finds CFPs, analyze_abstract checks fit, generate_conference_names creates names, get_calendar_feed provides calendar links. There is slight overlap between search_cfps and the calendar feed (both relate to deadlines) but their purposes are clearly separated enough.
All tools follow a consistent verb_noun pattern: analyze_abstract, generate_conference_names, get_calendar_feed, search_cfps. The verbs are distinct and the nouns clear, making the naming pattern predictable and readable.
Four tools is well-scoped for a CFP-focused server: search, analysis, generation, and calendar integration. Each tool serves a distinct core need with no redundancy, and the count is appropriate for the domain.
The tool surface covers key workflows: finding CFPs, analyzing fit, generating names, and getting calendar subscriptions. Minor gaps include lack of tools for saving/tracking CFPs or submitting abstracts, but the core functionality for a CFP aggregator/helper is present.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
analyze_abstractanalyze-abstract-toolgenerate_conference_namesgenerate-conference-names-toolget_calendar_feedget-calendar-feed-toolsearch_cfpssearch-cfps-toolget-calendar-feed-toolsearch-cfps-tool5 fields changedInput schema / properties / countryAdded value: +{
+ "description": "Two-letter ISO country code (optional).",
+ "type": "string"
+}Input schema / properties / limitAdded value: +{
+ "default": 10,
+ "description": "Number of results to retrieve (max 50).",
+ "type": "number"
+}Input schema / properties / q / descriptionPrevious value: -"The search query or keyword."New value: +"The search query or keyword (optional)."Input schema / properties / sortAdded value: +{
+ "default": "deadline_asc",
+ "description": "Sort order: by nearest deadline or most recently added.",
+ "enum": [
+ "deadline_asc",
+ "recent"
+ ],
+ "type": "string"
+}Input schema / properties / subjectAdded value: +{
+ "description": "Filter by category/subject tag name or slug (optional).",
+ "type": "string"
+}analyze-abstract-toolgenerate-conference-names-toolsearch-cfps-tool
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