Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
List learners, courses, teams, progress, quiz results and certificates in AcademyOcean.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://academyocean.usefulapi.io/mcpRun this in your terminal
claude mcp add --transport http academyocean https://academyocean.usefulapi.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"academyocean": {
"url": "https://academyocean.usefulapi.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"academyocean": {
"type": "http",
"url": "https://academyocean.usefulapi.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://academyocean.usefulapi.io/mcpMenu names can differ slightly by plan and over time.
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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
academyocean_list_academiesList the academies in the account with their learner counts, publish state and custom domain. Good first call to find an academy id. Action: academies.
academyocean_list_coursesList the courses in the academy with their id, slug, description, group flag and SCORM flag. Use the id in the course tools. Action: courses.
academyocean_list_teamsList the teams in the academy. Set include_course_assignments to add the courses each team is assigned. Action: getTeams.
academyocean_list_learnersList learners registered in the academy with their score, lesson counts, last login and country. Filter by one email. Action: learners.
academyocean_get_learner_progressReturn one learner's progress in every course or group, with a breakdown of each lesson and quiz (passed, score, times). Action: courseProgress.
academyocean_learners_registeredList learners who registered on one date (with an operator such as >=) or within a start and end date range. Dates are UTC. Action: learnersRegisteredAt.
academyocean_learners_repeated_loginsList learners who logged in more than once, optionally within a date range (UTC). Action: learnersRepeatedLogIns.
academyocean_learners_completed_courseList learners who completed one course. Use the course id or URL slug from the course list. Action: learnersCourseComplete.
academyocean_course_progress_by_learnersReturn every learner's progress in one course, page by page. Give course_id or course_slug (course_id wins if both are set). Action: learnersProgressByCourse.
academyocean_learners_by_scoreList learners whose score matches a value, for example >= 80. Action: learnersWithScore.
academyocean_passive_learnersList learners who registered but never opened a lesson. Action: passiveLearners.
academyocean_learners_churn_at_contentList learners who stopped progressing at one content item (lesson or quiz) of a course. Action: learnersChurnAtContent.
academyocean_learners_by_countryList learners from one country by its ISO code, for example NL. Action: learnersFromCountry.
academyocean_learner_certificatesList the certificates issued to one learner, with course name, issue date and PDF or image links. Action: certificates.
academyocean_learner_variablesReturn custom variable values for learners. Pass an object keyed by learner email, each value a list of variable names. System fields are not returned. Action: getLearnerVariable.
academyocean_learner_quiz_statisticsReturn detailed quiz attempts for learners. Pass an object keyed by learner email, each value a list of encoded quiz ids. Includes scores, timing and per-question answers. Action: getLearnersQuizStatistic.
academyocean_check_learner_invitesCheck whether invitations exist for some emails, and whether each one has been used. Returns one entry per email. Action: checkLearnerInvite.
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 6, 2026
The registry name was verified against the domain usefulapi.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 36 ms (HTTP 200)
No sign-in needed
Read 17 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.2.3) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Symantec Cloud DLP AIops
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Use your AcademyOcean account from Claude, Cursor, or any MCP client. Read learners, courses, teams, progress, quiz results and certificates. Hosted, no local install: connect with your own credentials.
Live endpoint: https://academyocean.usefulapi.io/mcp · Homepage: https://usefulapi.io
https://academyocean.usefulapi.io/mcp.claude mcp add --transport http academyocean https://academyocean.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "academyocean": { "url": "https://academyocean.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your AcademyOcean credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/academyocean/
On first connect you provide the AcademyOcean Client ID and AcademyOcean Client Secret, copied from Settings → API after you register a new OAuth application. The server validates it and stores it per user. No keys go in config files.
| Tool | Type | What it does |
|---|---|---|
academyocean_list_academies | read | List academies |
academyocean_list_courses | read | List courses |
academyocean_list_teams | read | List teams |
academyocean_list_learners | read | List learners |
academyocean_get_learner_progress | read | Get a learner's course progress |
academyocean_learners_registered | read | Learners registered on a date |
academyocean_learners_repeated_logins | read | Learners with repeated logins |
academyocean_learners_completed_course | read | Learners who completed a course |
academyocean_course_progress_by_learners | read | Learners' progress in a course |
academyocean_learners_by_score | read | Learners by score |
academyocean_passive_learners | read | Passive learners |
academyocean_learners_churn_at_content | read | Learners who stopped at a lesson |
academyocean_learners_by_country | read | Learners from a country |
academyocean_learner_certificates | read | Get a learner's certificates |
academyocean_learner_variables | read | Get learners' custom variables |
academyocean_learner_quiz_statistics | read | Get learners' quiz statistics |
academyocean_check_learner_invites | read | Check learner invitations |
academyocean_usage_status | meta | Usage status (free-tier meter) |
academyocean_request_feature | meta | Request a missing feature |
academyocean_upgrade | meta | Upgrade to Pro or Pro+ |
academyocean_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro (per user) | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with academyocean_upgrade (it returns a Stripe Checkout link). Cancel any time with academyocean_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running academyocean_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT — see LICENSE. Documentation only; the server is hosted.