{"serverId":"mcp-registry/com.ksaworks/goldseam","tools":[{"name":"search_programs_and_learning_units","fixed":{"name":"search_programs_and_learning_units","description":"Which programs or courses match, and where? Words, a subject (CIP family, or unknown), a course subject prefix, a credential class, an award as published, and a school's state, city, type or UNITID answer with product cards (name, award, length and college when held, school and city, subject, checklist size, and what the program leads to through the CIP-SOC crosswalk) and the counts to refine by. Courses across every school need words of 3 or more characters; words held by very many courses need","inputSchema":{"type":"object","properties":{"cip":{"description":"Optional: programs or learning units with this six-digit CIP code (e.g. 48.0508), a comma-separated list, or an array of codes","type":"string"},"city":{"type":"string","description":"Optional city, one of a state answer's cities"},"code":{"type":"string","description":"Optional, courses only: a course code as printed, e.g. ZOO 2015; lists that code at every school, or within the state, city or school given"},"type":{"type":"string","examples":["program"],"description":"program (the default) or learning_unit"},"view":{"enum":["count","details"],"type":"string","description":"For type=learning_unit: count returns filtered entity counts without fetching cards; details returns bounded pageable cards for all schools or selected state/school, combined with subject_code, CIP, title query and printed code. Omit for automatic shop behavior. Explicit view is not supported for type=program."},"award":{"type":"string","examples":["Certificate"],"description":"Optional award exactly as published, one of the answer's awards"},"limit":{"type":"integer","description":"Optional page size (default 10, at most 50)"},"place":{"type":"string","description":"Optional: a place the question names, read as a state (name or code), a city, or a school, e.g. Wyoming or Casper"},"query":{"type":"string","examples":["nursing"],"description":"Words: a program's name or award, or a course's title"},"state":{"type":"string","examples":["TX"],"description":"Optional two-letter state"},"offset":{"type":"integer","description":"Optional: the next_offset from a previous answer"},"sector":{"type":"string","description":"Optional school type as IPEDS labels it, e.g. public 2-year"},"unitid":{"type":"string","description":"Optional: one school's IPEDS UNITID"},"subject":{"type":"string","description":"Optional CIP family (two digits, e.g. 51) or unknown"},"credential":{"type":"string","description":"Optional, programs only: a credential class, one of the answer's credential values (e.g. ceterms:AssociateDegree), or none"},"subject_code":{"type":"string","description":"Optional: a course subject prefix, e.g. NURS, one of the answer's subject codes. A course's own prefix as printed, or a prefix a program's checklist requires"}}},"annotations":{"title":"Search Programs and Learning Units","readOnlyHint":true},"title":"Search Programs and Learning Units"},"changes":[{"kind":"schema","detail":"Added \"type\":\"string\" to untyped parameters: cip. Change to number/boolean/array where that's what you accept.","verify":true}],"tokensBefore":790,"tokensAfter":794}],"toolsChanged":1,"tokensSaved":0,"todo":[{"tool":"draft_my_claims","params":["language"]},{"tool":"my_selfie_ksa_view","params":["language"]},{"tool":"suggest_credit_for_my_learning","params":["language"]}],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}