Name: goldseam
Author: com.ksaworks

Tools observed via MCP handshake

search_certifications — Which certification is this prose name? Start here for any plain question — a trade, field, job, skill, or company in everyday words. Returns candidates with id
get_certification — Everything held about one certification: issuer and issuer domain, occupations served, exam and renewal requirements, education-or-experience routes, Credential
certifications_for_occupation — What certifications serve this occupation? SOC-keyed lookup (dashed SOC accepted with or without the O*NET .00 suffix).
occupations_for_certification — What occupations does this certification serve?
related_certifications — What else serves the same occupation? Traverses on SOC only — a certification sharing solely an instructional program (CIP) is not related (contract § 4).
certifications_for_program — Broad academic cross-reference by instructional program (CIP). A deliberately broader, lower-precision question than an occupation lookup — never its peer (cont
list_issuers — The issuing organizations, optionally filtered by a name query.
resolve_term — Where does a word place in the KSA model? The KSA Dictionary is the shared vocabulary that defines the terms a learner uses to assert what they know, do, and ar
expand_term — What is this word, upward? Walks the WordNet is-a (hypernym) chain meaning to parent meaning, from the word's KSA-mapped sense toward its broader categories, so
get_dictionary_summary — What does the KSA Dictionary hold? The words and meanings it places, the governed terms, the O*NET content-model elements, the link words and the CIP-SOC crossw
crosswalk_code — What does this code cross to? Auto-detects the family — dotted CIP (52.0201) or dashed SOC (11-1021, O*NET .00 suffix accepted) — and answers the other family's
compare_program_checklists — Compare what a program takes at several institutions: for each IPEDS UNITID, that institution's published checklist for the program (requirement groups, items,
find_institution — Which institution is this? A name fragment or an IPEDS UNITID answers with the institution's identity, sector, identifiers with their sources, and how many prog
programs_for_institution — What programs does this institution publish? Award, credential class, CIP, the published credit figure verbatim, catalog edition, the captured page each came fr
get_checklist — What does this award require? One checklist: its requirement groups (every header and full item count), each group's items with published credit strings, altern
learning_units — What courses does this institution publish? Filter by subject abbreviation, course code (spaces and case ignored), or title words; each course carries its publi
get_institution — Everything held about one institution: its identity row, identifiers, addresses, websites, accreditations, relationships, identity history, published costs and
find_catalogs — Which published catalog editions are held for this institution? Each catalog's edition year, format and source. Answers none held when the build holds none. Eac
get_catalog — One catalog edition: its row, the institutions that use it (and whom it is shared from), and how many programs it holds. Each row names its current FORM's wordi
find_programs — Which programs match these words, across institutions? Program or award words (optionally one institution's UNITID) answer with each program's award, CIP, publi
get_program — One program whole: its row, identifiers, offerings (campus resolved), its institution, and the checklists that lead to its award — pass one to get_checklist. Ea
get_learning_unit — One course whole: its row, prerequisites and corequisites, aliases, terms offered, articulation statements and comparable members — each linked course resolved
find_policies — Which academic policies does this institution publish (transfer credit, prior learning, tuition and fees …)? Optional words narrow them. Answers none held when
get_policy — One published academic policy: its section, verbatim text, page, edition and source. Each row names its current FORM's wording source: source_url, capture_file,
find_checklists — Which checklists — the generic itinerary of requirements for an award — does this institution publish? Optional award words or a program id narrow them; pass on
find_agreements — Which articulation or transfer agreements are held? Optional title words, or an institution's UNITID as a party. Answers none held when the build holds none. Ea
get_agreement — One agreement: its row, its parties (organizations resolved), and the pathways, comparability bundles and checklists that cite it. Signatories name people and a
find_pathways — Which pathways are held? Optional title words, an agreement id, or a checklist id. Answers none held when the build holds none. Each row names its current FORM'
get_pathway — One pathway: its row and the checklist and agreement it links. Contacts name people and are not served. Each row names its current FORM's wording source: source
find_comparability — Which comparability bundles (published transfer rules) are held? Optional receiving institution UNITID, agreement id, or a learning unit that appears as a sourc
get_comparability — One comparability bundle: its row (credits awarded published beside any parse), the receiving institution, and its source and substitute courses, each resolved
find_transfer_frameworks — Which statewide or compact transfer frameworks are held? Optional name or jurisdiction words. Answers none held when the build holds none. Each row names its cu
get_transfer_framework — One transfer framework: its row, authority, codes with their meanings, and the courses mapped to it (resolved). Each row names its current FORM's wording source
checklists_requiring_learning_unit — Which checklists require this course? Each requirement item that resolved to it, with its checklist id, award and group heading. Items that did not resolve to a
search_programs_and_learning_units — 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
get_courseshelf_summary — What does CourseShelf hold? From the records published with the build, read as published and never computed: per catalog area, how many institutions have loaded
comparability_for_learning_unit — Where does this course land at other schools, and what lands on it (exams included)? The published transfer rules for one course: the rules CourseShelf holds fi
find_transitions — Where can this occupation lead? For a SOC code: destination occupations, each with its typed roads (published by O*NET or by a credential serving both; mapped t
compare_destinations — Line up 2 to 6 destination occupations side by side from one occupation: the bridge size (credential only, or the program bridges' awards as published), O*NET d
will_my_credits_transfer — Will my prior credits apply as credit at my target school? For each thing a person holds (an AP, CLEP or IB exam and its score, or a course taken at a school) t
assemble_my_formal_education — Read a person's transcripts into their evidence package: each file's text and status, its courses and exams as rows, and the items will_my_credits_transfer take
assemble_my_work_and_credentials — Read a person's resume, LinkedIn export, certificates, military records and apprenticeship records into their evidence package: each file's text and status, and
assert_my_life_experiences — Record what a person says they have done outside school and work (family, clubs, sports, faith, travel, self-taught projects, challenges) in their evidence pack
my_selfie_ksa_view — The person's Selfie from their evidence package: the seven dimensions (skills, knowledge, abilities and more) as the evidence shows them, each item citing the f
draft_my_claims — Draft the credit claims a person's evidence supports, from their package (after my_selfie_ksa_view): each claim quotes the document it rests on. They are drafts
suggest_credit_for_my_learning — Where is a person in the program they are aiming for, and what may their learning meet? Name the program with `checklist_id` (find it with find_programs at that
find_my_major — What should I study? For a person's own words — an interest, a subject or a job — or a job code (SOC), the majors that answer. Each major carries its plain defi
compare_my_major — How do these majors differ? Two to five majors at one level, side by side: definition, the schools offering it, the jobs and their outlook from O*NET, and earni
find_my_school — Where can I study this? A match-up, not a dump: for a major and a level, the schools that award it, ranked by how many of the person's own criteria each one mee
compare_my_school — Which of these schools is better for me? Two to five schools, one major and a level, side by side: program and award, credits required verbatim, requirements co
find_my_best_pathway — What's my best way there? For a goal — a major or a job — and what the person brings (courses, exams, their Competency Selfie, work and life experience), the pa

when	check	result	http	latency	detail
48 min ago	mcp initialize	ok	200	196 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
8 h ago	mcp initialize	ok	200	223 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
14 h ago	mcp initialize	ok	200	189 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
21 h ago	mcp initialize	ok	200	193 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
27 h ago	mcp initialize	ok	200	191 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
33 h ago	mcp initialize	ok	200	263 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
2 d ago	mcp initialize	ok	200	147 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
2 d ago	mcp initialize	ok	200	246 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
2 d ago	mcp initialize	ok	200	230 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools
3 d ago	mcp initialize	ok	200	196 ms	server ksaserver-goldseam code build 846 · e15bb1fb · protocol 2025-06-18 · 51 tools

goldseam

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