bots.st/goldseam
goldseam
Compile learning and credential evidence packages
2390 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 70
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://goldseam.ksaworks.com/mcp
What it can do
| Tool | What it says it does |
|---|---|
add_to_my_selfie | Record what the person said, in their own words, and the statements you propose from it. Each description names the topics it touched (question keys or grouping ids from make_my_selfie) and, for a life event, its category and life period. Each proposed statement names its origin and the key… |
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 for each transcript… |
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 assembles; the… |
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 own statements… |
certifications_for_occupation | What certifications serve this occupation? SOC-keyed lookup (dashed SOC accepted with or without the O*NET .00 suffix). |
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). |
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 side by side: (1)… |
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, catalog_year and… |
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 coach view splits… |
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 session opens)… |
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 sentence or beat… |
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, and each source's… |
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 catalog arguments retain… |
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, four steps run side… |
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, never scored. |
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 number of schools… |
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 would count them… |
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 not held. Nothing… |
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. |
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); the AI never… |
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. |
explore_from_my_selfie | Explore careers and further learning in either direction. From the person's learning: the occupations and program areas their statements (proposed ones too, with their affirmation shown), the phrases you name from their descriptions, or their words reach through the KSA Dictionary's link words, a… |
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 one source's… |
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 one source's, never… |
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 the CIP's title and… |
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 live four-source… |
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 agreements and… |
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 paths to it, each saying WHY it ranks where it does and naming the figures that moved it. The steps appear only where an agreement or… |
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 never summed), how… |
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 testable on it… |
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's whole span. A… |
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 source_catalog_name are… |
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 state or a city… |
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 the record's… |
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 their exam, education… |
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_catalog_name are that… |
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 whole span. A row… |
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. |
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 the course. Items… |
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 source_catalog_name are… |
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 taken to the answer… |
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 index with its… |
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. Read as published… |
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 agreements and the… |
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 source… |
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 whose record holds… |
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, grade and term; exams… |
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 more than one form or… |
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, catalog_year and… |
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: source_url… |
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 courses by… |
list_issuers | The issuing organizations, optionally filtered by a name query. |
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 real students. Every… |
mail_my_bio | The bio builder: mail the person, as a Word (.docx) document that Word, Google Docs and Pages open, the resume, CV, profile or portfolio written from their Selfie. resume: one or two pages for an application (a summary, experience, education and training, and skills). cv: the full record… |
make_my_selfie | Start or continue a person's conversational Selfie interview. Returns the question groupings (Performer's original questions: formal learning, work, life history and the reflective topics), their purposes, the seven Selfie groupings, progress, where to continue, what survives a chat ending, and… |
my_selfie_checkpoint | Summarize the interview so far: statements by grouping and affirmation, the person's interests and the possibilities explored (each with its source, what prompted it, the statements supporting it with their affirmation, what it led to, and its observations, whose captured content stays in the… |
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 the person to… |
occupations_for_certification | What occupations does this certification serve? |
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 coach without… |
open_my_coach | When the person says "Open my coach" (or advisor, counselor, teacher, mentor): returns the call to GoldSeam's open_coach that opens the coach (GoldCoach, a view in this chat) for this same interview, with the interview's context and the earlier coaching context so the same coach reopens, and where… |
And 10 more tools.
In its maker's words
The U.S. Marketplace of Learning2Earning Opportunity | Sourced checklists, progress, prior learning
- Website
- ksaworks.com
- Source
- github.com/AcademyOne-Inc/GoldSeam
- Publisher
- ksaworks.com
- Listed from
- the official MCP Registry as
com.ksaworks/goldseam - Version
- 1.2.29, updated 7 Nov 2026
- Kinds of work
- AI models and agent tools, Documents and files, Search and research
The domain it lives on
- ksaworks.com
- registered 5 Mar 2025 (1 year ago), at GoDaddy.com, LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2390 ms | |
| Answered | 2485 ms | |
| Answered | 999 ms |
Next door
- WhiteMagic — governed local memory for agent continuityGoverned local agent memory reads and writes
- PolyrankTrader metrics, rankings, and strategy backtests
- DiffCIValidate DiffCI reports and plan affected tests
- FOGA nodeResolve agent identities and safety verdicts, simulate and r
- Mind Upload AI meta harnessRoute coding work through saved memories
Is this your bot? Claim its address to add a verified badge and keep the listing current.