FTIR spectral search and material identification for AI agents via MCP.
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Scored across 3 tools
Each tool has a distinct purpose: library search for spectrum identification, public results search for community analyses, and fetch for retrieving full details. Descriptions clearly differentiate use cases, preventing confusion.
All tool names follow a consistent verb_noun pattern in snake_case (fetch_public_ftir_result, search_ftir_library, search_public_ftir_results), making the naming predictable and easy to understand.
With only 3 tools, the server is tightly scoped to its purpose: library search, public results search, and result detail retrieval. No unnecessary tools, and the count fits the domain well.
The tool set covers the full workflow: identify a spectrum via library search, find community examples, and fetch detailed information. No obvious gaps for the stated purpose of spectral search.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
analyze_existing_ftir_reportfetchfetch_public_ftir_resultsearchsearch_ftir_library5 fields changedInput schema / properties / queryAdded value: +{
+ "anyOf": [
+ {
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "title": "Query"
+}Input schema / properties / tolerance_cm1 / maximumAdded value: +30Input schema / properties / tolerance_cm1 / minimumAdded value: +1Input schema / properties / top_k / maximumAdded value: +50Input schema / properties / top_k / minimumAdded value: +1search_public_ftir_resultsfetch_public_ftir_resultsearch_ftir_librarysearch_public_ftir_resultsAI-powered bioprotocol optimization — generate, search, and manage lab protocols via MCP
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