Goldseam

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

• Connection: Runs in the cloud
• Transport: Streamable HTTP
• Category: Online shops & payments

Install

Pick the AI app you use, then copy the settings.

You need

• Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

https://goldseam.ksaworks.com/mcp

claude mcp add --transport http goldseam https://goldseam.ksaworks.com/mcp

{
  "mcpServers": {
    "goldseam": {
      "url": "https://goldseam.ksaworks.com/mcp"
    }
  }
}

{
  "servers": {
    "goldseam": {
      "type": "http",
      "url": "https://goldseam.ksaworks.com/mcp"
    }
  }
}

https://goldseam.ksaworks.com/mcp

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.

• 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 ids, issuers, and source basis — candidates rather than a single guess when the name is ambiguous; the ids feed the other

• get_certification

  Everything held about one certification: issuer and issuer domain, occupations served, exam and renewal requirements, education-or-experience routes, Credential Engine registry identity where held, and the basis and source URL for the claim.

• 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 (contract § 4).

• 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 are — and the terms a learning offering uses to express what it comprises — so both sides resolve to the same identifiers,

• 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 every step stays in the sense it started in. Each step carries its definition (gloss) and synonyms.

• 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 crosswalk, each with its own version and build date where the layer publishes one, and an honest not held where it does not. R

• 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 codes and titles from the federal CIP-SOC crosswalk.

• open_coach

  Open a visible, speaking coach (coach, advisor, counselor, teacher, mentor or another role) in this chat as an MCP App view, for any GoldSeam service. Give the role and your service's own context in any shape; send a coach object from an earlier open_coach to reopen the same coac

• coach_say

  Speak through the open coach: the words, queued for the coach and spoken in the voice the person chose on the coach once the coach view holds the coach; and optional cues (GoldAvatar's show_frame, action, head, set_caption, speaking, mouth_shapes, blink, idle, auto_revert) at sen

• coach_listen

  Listen for the person's next spoken reply to the open coach, through the coach session open_coach started: start in the turn that opened the coach, with session_ends_at (coach.session.ends_at). While the person's Talk switch on the coach view is on (it turns on by itself when the

• coach_board

  Show the whiteboard beside the open coach, or close it (show false). It shows a title, an answer's text and a picture: image_url is an https picture on the web, which GoldSeam fetches for the view (the view may not load other sites' pictures; at most 1 MB). While it is shown, the

• 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, published credit strings — the work effort) beside its published tuition and fee policy (the cost). Schedule is stated n

• find_institution

  Which institution is this? A name fragment or an IPEDS UNITID answers with the institution's identity, sector, identifiers with their sources, how many programs, checklists, and learning units its published catalog holds here, and what else CourseShelf stores about it: transfer a

• 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 from, and the checklist ids to pass to get_checklist. Each row names its current FORM's wording source: source_url, captur

• 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, alternatives, and — where an item resolved to a course — that course's own code, title, and published credits, attributed to t

• learning_units

  What courses does this institution publish? Filter by subject abbreviation, course code (spaces and case ignored; any number the course prints), or title words; each course carries its published credit string verbatim (ranges stay ranges), edition, and the captured page. Current

• get_institution

  Everything held about one institution: its identity row, identifiers, addresses, websites, accreditations, relationships, identity history, published costs and calendar dates, each table under its own name, with counts of its programs, courses, checklists, catalogs, policies 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. Each row names its current FORM's wording source: source_url, capture_file, catalog_year and source_catalog_name are that o

• 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 wording source: source_url, capture_file, catalog_year and source_catalog_name are that one source's, never the record's whol

• find_programs

  Which programs match these words, across institutions? The words are read in each program's name and award title, its description, and its CIP's title and definition, and the programs come back in that order (name and award matches first). Optionally one institution's UNITID, a s

• get_program

  One program whole: its row, identifiers, offerings (campus resolved), its own footnotes (program_note) where held, its institution, and the checklists that lead to its award — pass one to get_checklist. Each row names its current FORM's wording source: source_url, capture_file, c

• get_learning_unit

  One course whole: its row, prerequisites and corequisites, aliases, terms offered, articulation statements and comparable members — each linked course resolved or stated unresolved, never guessed — plus the transfer frameworks it maps to. Each row names its current FORM's wording

• find_policies

  Which academic policies does this institution publish (transfer credit, prior learning, tuition and fees …)? Optional words narrow them. Answers none held when the build holds none. Each row names its current FORM's wording source: source_url, capture_file, catalog_year and sourc

• 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, catalog_year and source_catalog_name are that one source's, never the record's whole span. A row whose record holds mor

• find_checklists

  Which checklists — the generic itinerary of requirements for an award — does this institution publish? Optional words (Computer Science, welding, computer) narrow them: they are read in the award title and the program's name, the checklist's and the program's descriptions, and th

• 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. Each row names its current FORM's wording source: source_url, capture_file, catalog_year and source_catalog_name are that

• get_agreement

  One agreement: its row, its parties (organizations resolved), and the pathways, comparability bundles and checklists that cite it. Signatories name people and are not served. Each row names its current FORM's wording source: source_url, capture_file, catalog_year and source_catal

• 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's wording source: source_url, capture_file, catalog_year and source_catalog_name are that one source's, never the record

• 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_url, capture_file, catalog_year and source_catalog_name are that one source's, never the record's whole span. A row who

• find_comparability

  Count and list stored comparability bundles by type, sending institution, receiving institution, source authority and known/inferred kind, with agreement, learning-unit and exam filters. Filters combine and remain in pagination. Counts describe stored_comparability_records, not a

• get_comparability

  One comparability bundle: its row (credits awarded published beside any parse), the receiving institution, and its source and substitute courses, each resolved or stated unresolved. Each row names its current FORM's wording source: source_url, capture_file, catalog_year and sourc

• 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 current FORM's wording source: source_url, capture_file, catalog_year and source_catalog_name are that one source's, never

• get_transfer_framework

  One transfer framework: its row, authority, codes with their meanings, and the courses mapped to it (resolved), a page at a time. Narrow the courses to one school (unitid) or one framework code (code); more pages carry next_offset. 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 course are never guessed into this list. Each row names its current FORM's wording source: source_url, capture_file, ca

• 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 school's state, city, type or UNITID answer with product cards (name, award, length and college when held, school and c

• 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 content and how many records were loaded; every table's row count; organizations by sector; the census of the whole ind

• comparability_for_learning_unit

  Where does a course land, and what lands on it? Reuses GoldCheck's combined parent for published CourseShelf comparables, school-published CourseAtlas equivalencies, and each source's separate inferred paths through anchors. Select sources individually or together; omitted catalo

• comparability_for_courses

  Where does each course or exam land at one receiving school? Each typed item uses GoldCheck's shared combined parent, retaining its full evidence and separate known/inferred results. Sources 1-4 select gathered published comparables, school-published CourseAtlas equivalencies, an

• get_courseshelf_performance

  How did calls to the CourseShelf box perform? From the box's call log: each call that reached the box, newest first, with its time (at), tool, outcome (answered; stopped by a budget; busy, queue full or wait expired; invalid_params; error; not_pinned), ms from the slot being take

• 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 through the CIP-SOC crosswalk), each road with its source, basis and its class's karat; the bridges (credentials with the

• 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 demand (median wage, outlook, bright outlook) and the evidence classes of the roads. Each cell is copied or counted, neve

• will_my_credits_transfer

  Will my prior credits apply as credit at my target school? For each thing a person holds (an exam and its score, in any exam programme this build holds, or a course taken at a school) the combined check at the target. Two equal sources, four steps run side by side: (1) comparabil

• comparable_map

  What is one thing I hold comparable to at a school I am considering? One learning unit of any kind - a course at the school it was taken at, an exam at a score, a learning unit by id, or a certification - compared with any target school: the combined check. Two equal sources, fou

• checklist_map

  How far along am I in a program at a school I am considering? One checklist at any target school, chosen by its name or title (or its checklist_id), line by line against what a person holds. Each held item is compared through the combined check. Two equal sources, four steps run

• 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 takes (courses as { unitid or school, code }; exams with a score, in the exam programmes this build holds). Ask the person f

• 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 the credential signals the certificate, military and apprenticeship documents carry. Ask the person for each file. This

• 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 package, each placed in a Selfie dimension by the KSA classifier or left unresolved, never defaulted. These are the person's

• 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 file, the occupation O*NET describes, or the life experience it came from, plus what could not be placed. It mirrors, for

• 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 for the person to keep, affirm or decline (set each claim's confidence to ratified, affirmed or declined in the package

• 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 school) and the answer is that program's checklist line by line: the lines their claims may meet, each with the claim,

• list_persona_transcripts

  The example personas whose transcripts can be used in a demonstration: each persona_id, display name and description, the schools its transcript comes from, and the transcript types it offers (official, unofficial). These are example persona transcripts of made-up people, not rea

• get_persona_transcript

  One example persona's transcript, parsed now by assemble_my_formal_education: `held` (the course list will_my_credits_transfer, checklist_map and comparable_map take, unchanged), `courses` (each course as read: school and IPEDS UNITID where it resolved, code, title, credits, grad

• 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 definition (NCES verbatim), the award levels it is conferred at (IPEDS AWLEVEL, each completers flag in its own field and ne

• 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 earnings at 1 and 5 years with debt — given as the LOWEST-TO-HIGHEST RANGE across the schools that publish them, with the num

• 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 meets, with met, not met and not testable kept as three different results — a school that does not publish a fact is not te

• 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 compared line by line, and — when the person offers their courses and exam scores — what each school's own published rules

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

• ! Caution

  Maker matches the repo

  The publisher (ksaworks.com) is not the repo owner (AcademyOne-Inc); someone else may have listed it

• … Not checked yet

  Still maintained

  We have not read this repo from GitHub yet

• … Not checked yet

  Has a licence

  We have not read this repo from GitHub yet

• ✓ Pass

  Endpoint responds

  Responded in 207 ms (HTTP 200)

• – Not applicable

  Sign-in with OAuth

  No sign-in needed

• ✓ Pass

  No hidden instructions in tool descriptions

  Read 60 tool descriptions and found no hidden instructions to the AI

Compared with others in Online shops & paymentsi

• More stars than 0% of the other 2546 servers in this category
• Published to the registry more recently than 93% of the other 2546 servers in this category
• Basic checks equal to or better than 52% of the other 2546 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

README from the maker

https://goldseam.ksaworks.com/mcp