原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Goldseam

作者:AcademyOne-Inc版本 1.2.29i★ –i在云端运行
注册名称com.ksaworks/goldseam

安装

概览

作者提供的说明(英文原文)

The U.S. Marketplace of Learning2Earning Opportunity | Sourced checklists, progress, prior learning

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 网店与支付

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3
https://goldseam.ksaworks.com/mcp

在终端中运行这条命令

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

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

ChatGPT 只能连接互联网上的服务器:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3
https://goldseam.ksaworks.com/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

工具名称和描述与服务器在 2026年11月8日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。

  • 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

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日

  • ! 注意

    作者与仓库一致

    发布者(ksaworks.com)不是仓库所有者(AcademyOne-Inc);可能是其他人代为上架的

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • ✓ 通过

    端点有响应

    在 207 毫秒内响应(HTTP 200)

  • – 不适用

    使用 OAuth 登录

    无需登录

  • ✓ 通过

    工具描述中没有隐藏指令

    已读取 60 个工具描述,未发现针对 AI 的隐藏指令

与“网店与支付”中的其他服务器比较i

  • 星标数多于此分类中其他 2546 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 2546 个服务器的 93% 更新
  • 基础检查结果等于或优于此分类中其他 2546 个服务器的 52%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Goldseam 安全吗?

它在 3 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.2.29)于今天进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Spree Commerce: open-source B2B and marketplace ecommerce, Stripe MCP, MCP Cn Commerce

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Stripe MCP

MCP server integrating with Stripe - tools for customers, products, payments, and more.

作者:stripe正在增长★ 204312个月前更新

在云端运行✓ stripe.com

MCP Cn Commerce

8 read-only MCP platform entries; support is operation-specific; merchant live acceptance pending

作者:TonyWang-hub起步阶段↓ 73/周★ 9629天前更新

在你的电脑上运行

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

GoldSeam

The marketplace for teaching, training and learning — to explore, compare and engage with, through the AI you already use.

https://goldseam.ksaworks.com/mcp

No authentication. No account. No sign-up. It is a public service, published by AcademyOne, Inc., the company behind KSAWorks.

GoldSeam speaks the Model Context Protocol over streamable HTTP. Every answer carries its source and the date of the snapshot that produced it, and an absence is stated as an absence rather than filled in.

What you can do here. Explore what postsecondary organizations offer — programs, courses, checklists, certifications, and the careers they lead to. Compare them on what actually differs: what a program requires, what your credits and exams may count as, what a certification takes. Engage — take an answer to the school that decides, with its source attached.

Why it exists. The advising conversation has moved. People ask the assistant on their phone, not a portal, and what is missing there is not authoritative information about teaching, training and learning — it is that the information is scattered across every institution that publishes it. GoldSeam puts it in one seam, wherever the person already is: assistant-agnostic by design, so a new surface is new reach rather than a new integration.


Connect it

In Claude — open Customize → Connectors, click + → Add custom connector, paste the address, click Add. Then in any chat press + → Connectors and switch GoldSeam on.

Using ChatGPT, Copilot, Gemini, VS Code or your own agent? Same address — install/ has that client's steps, a mcp.json snippet, and a skill that teaches an AI how to ask GoldSeam well.

No AI app at all? The same data answers questions in a browser at KSAWorks.


What it covers

CourseShelf — colleges and what they teach, from the institutions' own published catalogs. Identify a school by name or IPEDS UNITID, or list a state's; read its programs, its courses, its checklists (the requirements for an award), its catalogs and its published policies; search programs and courses across schools; compare two schools' checklists for the same program side by side.

GoldCheck — will my credits transfer. Give a course history or an exam score and see what a named school's own published rules and catalog say it may count as.

GoldRibbon — your own record. Hand your AI transcripts, a resume, certifications or military records, add life experiences in your own words, and get your Competency Selfie and what your prior learning may earn as credit against a named program's checklist. Your AI keeps the package; GoldSeam stores nothing.

Industry Certifications — search by a trade, field, job or company; everything held about one certification (issuer, occupations served, exam and renewal requirements, Credential Engine identity); the certifications that serve an occupation (SOC) or cross-reference an academic program (CIP); the issuing bodies.

Transitions — where a path can lead: the destinations reachable from where a person stands, and how they compare.

KSA Dictionary — the shared vocabulary. Resolve a word to where it places in the KSA model across a governed lexicon, the O\*NET content model and a WordNet-derived index, each answer attributed to its layer; walk a word up its is-a chain; cross a program code to occupations and back; ask what the dictionary itself holds.

Each area has its own page under docs/areas/, and examples/ holds real runs — the prompt as asked and the answer as returned, stamped with the build and the data publish that produced it.


Reading an answer

You seeIt means
a named sourcea school's own catalog page, a published rule, or the federal record
a snapshot datewhich capture answered, so you always know how current it is
not heldwe have not captured that yet. An honest gap, not an opinion
offlinethe catalog service was unreachable at that moment. Try again

GoldSeam never invents a school, a course or a requirement. If it cannot find one, it says so.

Coverage is uneven while catalogs are being captured, and the service publishes its own coverage measure — ask it with get_courseshelf_summary. No number is written on this page, because the service's own answer is always the current one.


Using it beyond a first look

Nothing is required to connect. Anonymous use carries a daily allowance; past it, the answer points at a free key-request form. A key is authorization to keep using the service, not authentication to reach it — it raises the allowance and names your organization in the usage record. Ask for one at https://goldseam.ksaworks.com/request-key.

Privacy

The usage record keeps counts only — no personal record, and nothing a person types. Evidence handed to GoldRibbon is held by your AI, not by this service. The full statement: ksaworks.com/privacy.html · see also SECURITY.md.

Support

Open an issue here, or write to guidedbyacademyone@gmail.com.

What is in this repository

This repository is GoldSeam's public face: what the services answer, how to connect, worked examples and use cases. It does not contain the server's source.

server.jsonthe manifest published to the MCP Registry as com.ksaworks/goldseam
docs/one page per area, how to read an answer, how to ask about coverage, use cases
examples/recorded runs, each stamped with the build and publish that produced it
install/per-client connection steps, the mcp.json snippet, the skill
CHANGELOG.mdwhat changed for a person, at each release and each data publish

Prose here is CC BY 4.0; snippets are MIT. See LICENSE.

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