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lovable-integrationsEdge Function Integration

How to Integrate Lovable with Coursera

Integrate Coursera with Lovable by creating an Edge Function that calls Coursera's Partner API using OAuth2 credentials stored in Cloud → Secrets. The Partner API provides access to course catalog data, program enrollments, and learner progress. You can build corporate learning dashboards, course discovery UIs, and team training portals on top of Coursera's university-accredited content library.

What you'll learn

  • How to obtain Coursera Partner API credentials and what level of Coursera partnership is required
  • How to store OAuth2 client credentials in Lovable's Cloud → Secrets and exchange them for access tokens
  • How to build a Deno Edge Function that proxies Coursera catalog and enrollment API requests
  • How to display Coursera course catalogs and learner progress in a Lovable React dashboard
  • What data is available from the Coursera Partner API versus Coursera's public website
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Intermediate14 min read45 minutesEducationMarch 2026RapidDev Engineering Team
TL;DR

Integrate Coursera with Lovable by creating an Edge Function that calls Coursera's Partner API using OAuth2 credentials stored in Cloud → Secrets. The Partner API provides access to course catalog data, program enrollments, and learner progress. You can build corporate learning dashboards, course discovery UIs, and team training portals on top of Coursera's university-accredited content library.

Build corporate learning dashboards and course discovery tools with the Coursera Partner API

Coursera is one of the world's largest online learning platforms, with over 150 million registered learners and content from more than 325 partner institutions and companies. Its course catalog spans technology, business, data science, healthcare, and dozens of other fields. For organizations using Coursera for Business or Coursera for Campus, the Partner API provides programmatic access to course catalog data, learner enrollment status, and program completion metrics.

Access to the Coursera Partner API is gated behind a partnership relationship — it is not freely available to any developer. You need either a Coursera for Business enterprise account, a Coursera for Campus institutional license, or a formal technology partner agreement. If your organization already pays for Coursera for Business, contact your Coursera account manager to request API access — it is typically included in enterprise plans.

For Lovable developers, the most common use cases are corporate learning and development portals: building a custom interface where employees can browse their company's assigned Coursera programs, track their progress, and see completion certificates — without navigating Coursera's full platform. These portals typically combine Coursera data (course catalog, enrollment status) with internal HR or people data from the organization's own systems.

Integration method

Edge Function Integration

Coursera's Partner API requires OAuth2 client credentials authentication. API keys are stored encrypted in Cloud → Secrets and all calls are proxied through a Deno Edge Function — the frontend never contacts Coursera directly. The Partner API is only available to Coursera partners and enterprise customers, so this integration is most relevant for organizations with an existing Coursera for Business or Coursera for Campus relationship.

Prerequisites

  • A Lovable account with at least one project created and deployed
  • A Coursera for Business enterprise account or Coursera for Campus institutional license with API access enabled
  • Coursera Partner API credentials: client ID and client secret from your Coursera account manager or developer portal
  • Understanding of which Coursera data your use case requires (catalog data vs. enrollment data vs. learner progress)
  • Contact details for your Coursera account representative if you need to request API access

Step-by-step guide

1

Obtain Coursera Partner API credentials

The Coursera Partner API is not open to the general public — you need a formal partnership or enterprise relationship with Coursera to access it. Here is how to obtain credentials based on your situation: For Coursera for Business customers: Log in to your Coursera for Business admin console at admin.coursera.org. Navigate to Integrations or API Settings (the exact path varies by account tier). If API access is enabled for your contract, you will see options to create API credentials. If not, contact your Coursera Customer Success Manager and request API access — it is commonly included in Enterprise tier contracts. For Coursera for Campus institutional customers: The process is similar. Contact your Coursera campus account representative or check the admin console at your institution's Coursera dashboard. For technology partners (building tools for multiple Coursera customers): Apply through Coursera's technology partner program at coursera.org/business/partner-integration. This is appropriate for software vendors building Coursera integrations as a product feature. Once API access is granted, you receive a client_id and client_secret. These are OAuth2 client credentials used for machine-to-machine authentication (client credentials flow). Note the base URL for Coursera's API — it is typically https://api.coursera.com or a tenant-specific URL provided by your account manager. Important: If you do not have a Coursera partnership, the public catalog data (courses, specializations) can be scraped from Coursera's website or sourced from their periodically published data exports, but this does not provide enrollment or learner-specific data and is subject to Coursera's terms of service.

Pro tip: If you are evaluating this integration before committing to a Coursera enterprise relationship, Coursera publishes a dataset through their Research platform at coursera.org/about/research with anonymized course and learner data. This can be used for prototyping dashboard features before live API access is available.

Expected result: You have Coursera Partner API credentials: a client_id and client_secret. You know the API base URL for your Coursera account. These are ready to store in Lovable's Cloud → Secrets.

2

Store Coursera credentials and create the token exchange function

Store your Coursera API credentials in Cloud → Secrets, then create an Edge Function that handles the OAuth2 client credentials token exchange. Unlike some APIs that accept credentials on every request, Coursera's OAuth2 flow requires first obtaining a short-lived access token from an authorization server, then using that token for subsequent API calls. In Lovable, click the '+' icon to open the Cloud panel. Click the Secrets tab. Add: - Name: COURSERA_CLIENT_ID — Value: your Coursera OAuth2 client ID - Name: COURSERA_CLIENT_SECRET — Value: your Coursera OAuth2 client secret Paste this prompt into Lovable's chat to generate the Edge Function: 'Create a Supabase Edge Function at supabase/functions/coursera-api/index.ts. The function should: (1) Read COURSERA_CLIENT_ID and COURSERA_CLIENT_SECRET from Deno.env. (2) Obtain an OAuth2 access token by POSTing to Coursera's token endpoint with grant_type=client_credentials and Basic auth using the client ID and secret. Cache the token in memory for its validity period. (3) Accept POST requests with body { endpoint: string, method: string, params?: object }. (4) Call https://api.coursera.com/{endpoint} with the Bearer access token. (5) Return the response as JSON with CORS headers.' Coursera's token endpoint is typically at https://api.coursera.com/oauth2/client_token or a similar path — confirm the exact URL from your Coursera partner documentation. The token response includes access_token and expires_in (seconds). Cache the token in a module-level variable in the Edge Function to avoid requesting a new token for every API call.

Lovable Prompt

Create a Supabase Edge Function at supabase/functions/coursera-api/index.ts. First obtain an OAuth2 access token from Coursera by POSTing to their token endpoint with client credentials (COURSERA_CLIENT_ID and COURSERA_CLIENT_SECRET from Deno.env). Cache the token. Accept POST requests with body { endpoint: string, method: string, params?: object }. Call https://api.coursera.com/api/{endpoint} with Authorization: Bearer {token}. Return JSON response with CORS headers.

Paste this in Lovable chat

supabase/functions/coursera-api/index.ts
1// supabase/functions/coursera-api/index.ts
2const corsHeaders = {
3 'Access-Control-Allow-Origin': '*',
4 'Access-Control-Allow-Headers': 'authorization, x-client-info, apikey, content-type',
5};
6
7let cachedToken: { token: string; expiresAt: number } | null = null;
8
9async function getAccessToken(): Promise<string> {
10 if (cachedToken && Date.now() < cachedToken.expiresAt - 30000) {
11 return cachedToken.token;
12 }
13
14 const clientId = Deno.env.get('COURSERA_CLIENT_ID')!;
15 const clientSecret = Deno.env.get('COURSERA_CLIENT_SECRET')!;
16 const credentials = btoa(`${clientId}:${clientSecret}`);
17
18 const response = await fetch('https://api.coursera.com/oauth2/client_token', {
19 method: 'POST',
20 headers: {
21 'Authorization': `Basic ${credentials}`,
22 'Content-Type': 'application/x-www-form-urlencoded',
23 },
24 body: 'grant_type=client_credentials',
25 });
26
27 if (!response.ok) {
28 const error = await response.text();
29 throw new Error(`Token fetch failed: ${error}`);
30 }
31
32 const data = await response.json();
33 cachedToken = {
34 token: data.access_token,
35 expiresAt: Date.now() + (data.expires_in * 1000),
36 };
37
38 return cachedToken.token;
39}
40
41Deno.serve(async (req) => {
42 if (req.method === 'OPTIONS') {
43 return new Response('ok', { headers: corsHeaders });
44 }
45
46 try {
47 const { endpoint, method = 'GET', params } = await req.json();
48 const accessToken = await getAccessToken();
49
50 let url = `https://api.coursera.com/api/${endpoint}`;
51 if (params && method === 'GET') {
52 const queryString = new URLSearchParams(params).toString();
53 if (queryString) url += `?${queryString}`;
54 }
55
56 const response = await fetch(url, {
57 method,
58 headers: {
59 'Authorization': `Bearer ${accessToken}`,
60 'Content-Type': 'application/json',
61 },
62 body: method !== 'GET' && params ? JSON.stringify(params) : undefined,
63 });
64
65 const data = await response.json();
66 return new Response(JSON.stringify(data), {
67 status: response.status,
68 headers: { ...corsHeaders, 'Content-Type': 'application/json' },
69 });
70 } catch (error) {
71 return new Response(
72 JSON.stringify({ error: error.message }),
73 { status: 500, headers: { ...corsHeaders, 'Content-Type': 'application/json' } }
74 );
75 }
76});

Pro tip: Coursera access tokens typically expire after 1 hour. The in-memory caching approach in the Edge Function works well since Deno isolates persist for several minutes between requests on the same function instance. For higher-traffic apps, consider caching the token in Supabase to share it across Edge Function instances.

Expected result: The coursera-api Edge Function is deployed. It successfully obtains an OAuth2 access token from Coursera and uses it to proxy API requests. The token is cached to minimize authentication overhead.

3

Build the course catalog display

With the Edge Function handling authentication, build React components that display Coursera courses. The Coursera API returns course objects with rich metadata including institution information, skill tags, ratings, and duration estimates. Coursera's main catalog endpoints (verify exact paths in your partner documentation): - courses.v1 — course catalog with fields, includes, and query parameters - specializations.v1 — multi-course specialization programs - programs.v1 — company/institution-specific programs - memberships.v1 — user enrollment and progress data Paste this prompt into Lovable's chat: 'Create a CourseraCourseCatalog React component. Call the coursera-api Edge Function with endpoint courses.v1 and params { q: bySlug (or the appropriate query type for your API tier), fields: name,description,partnerIds,photoUrl,workload,level,rating, limit: 20 }. Display courses in a responsive grid with: course thumbnail, title, partner institution name, difficulty level badge, star rating, and estimated workload. Add a search input that calls the Edge Function with the user's search term. Include a Show More button that loads the next page of results.' Coursera course objects include: id, slug, name, description, photoUrl (course thumbnail), partnerIds (array of institution IDs), courseType, primaryLanguages, subtitleLanguages, workload (estimated hours), level (Beginner/Intermediate/Advanced/Mixed), rating.average, and enrolledCount. For partner institution names, you need to make a separate call to partners.v1 with the partner IDs. Consider pre-loading a partners lookup table when the component mounts to avoid repeated partner lookup calls when rendering each course card. For complex Coursera enterprise integrations that combine catalog data with HR system enrollment data, RapidDev's team can help design the data pipeline from Coursera's API to your Supabase tables.

Lovable Prompt

Create a CourseraCourseCatalog React component. Fetch courses from the coursera-api Edge Function with endpoint courses.v1. Show courses in a card grid with course thumbnail, title, partner name, difficulty level (Beginner/Intermediate/Advanced badge), star rating, and time estimate. Add a search box that filters courses. Show a loading skeleton during fetch and empty state if no results.

Paste this in Lovable chat

Pro tip: Coursera's API uses a cursor-based pagination system. The response includes a paging object with a next cursor token. Store this cursor and pass it to the next page request to implement infinite scroll or Load More pagination.

Expected result: A course catalog grid appears showing Coursera courses with thumbnails, titles, partner institutions, and ratings. Search works. Load more pagination fetches additional pages of results.

4

Add enrollment tracking and progress monitoring

For corporate learning portals, the most valuable data is enrollment status and completion progress — which employees have enrolled in which courses and how far they have progressed. Paste this prompt into Lovable's chat: 'Add an enrollment tracking section to the Coursera integration. For each user, fetch their program memberships using the coursera-api Edge Function with endpoint programMemberships.v1 filtered by the organizationId. The response includes programId and learnerStatus. For each program, fetch the courses in that program and the user's progress using courseMemberships.v1 filtered by userId and courseId. Display: courses in progress with a progress bar, completed courses with completion date, and not-started assigned courses. Store the enrollment sync data in a Supabase coursera_enrollments table with user_id, course_id, status, progress_percentage, and last_synced_at.' Coursera learner status values include: ENROLLED, NOT_ENROLLED, COMPLETED, PRE_ENROLLED. Progress percentage is computed from gradePercent or a similar field depending on your API tier. For the sync pattern, consider a hybrid approach: fetch live data from Coursera's API on demand for individual user views, but run a scheduled Edge Function (Supabase cron) daily to sync all enrollment data to your Supabase table. This gives managers fast dashboard loads (reading from Supabase) while keeping data reasonably fresh.

Lovable Prompt

Add a My Learning section to the Coursera dashboard. Fetch the current user's enrolled courses from coursera-api Edge Function (endpoint programMemberships.v1 with the org's programId). Show: In Progress courses with progress bar, Completed courses with completion badge, and Not Started assigned courses. Cache enrollment data in a Supabase coursera_enrollments table and refresh on page load.

Paste this in Lovable chat

Pro tip: Ask your Coursera account manager which API endpoints and fields are available under your specific contract tier. Not all endpoints are available to all partner types — catalog data is more broadly available than individual learner progress data, which requires specific learner data access permissions.

Expected result: The dashboard shows the user's enrolled Coursera courses organized by status (in progress, completed, not started). Progress bars reflect current completion percentages. Data is cached in Supabase for fast subsequent loads.

Common use cases

Corporate L&D portal with assigned courses

Build a company learning portal where employees see only the Coursera courses their company has assigned to them, their completion progress, and recommended next courses based on their role.

Lovable Prompt

Create a corporate learning portal. Use the coursera-api Edge Function to fetch courses from my company's Coursera for Business catalog. Show assigned courses prominently with completion percentage, estimated time remaining, and due date if set. Recommend 3 additional courses from the catalog based on the employee's department (stored in their Supabase profile). Show a leaderboard of top learners this month based on courses completed.

Copy this prompt to try it in Lovable

Course catalog discovery and search

Build a searchable course discovery interface that pulls from Coursera's catalog, letting users filter by topic, level, duration, and partner institution before enrolling.

Lovable Prompt

Build a course discovery page that fetches Coursera courses from the coursera-api Edge Function filtered by topic category. Show courses in a grid with title, partner institution logo, duration, difficulty level, rating, and enrollment count. Add filter controls for: skill level (Beginner/Intermediate/Advanced), duration (< 5 hours, 5-20 hours, > 20 hours), and topic tag. When a user clicks a course, show a detail modal with the full description and a link to enroll on Coursera.

Copy this prompt to try it in Lovable

Team training completion dashboard for managers

Build a manager-facing dashboard showing their team's training completion rates across assigned Coursera courses, identifying who has completed required training and who needs follow-up.

Lovable Prompt

Create a team training dashboard for managers. Fetch team enrollment data from the coursera-api Edge Function using the organization's program enrollment endpoints. Show each team member's name, assigned courses count, completed courses count, and overall completion percentage. Highlight team members with less than 50% completion of required courses in orange. Allow managers to filter by department and export the data to CSV.

Copy this prompt to try it in Lovable

Troubleshooting

Token fetch returns 401 or 403 with 'invalid_client' error

Cause: The COURSERA_CLIENT_ID or COURSERA_CLIENT_SECRET does not match active credentials in Coursera's system, or the credentials have expired or been revoked.

Solution: Verify your credentials in the Coursera partner developer console or with your Coursera account manager. Ensure COURSERA_CLIENT_ID and COURSERA_CLIENT_SECRET in Cloud → Secrets exactly match the credentials issued by Coursera with no leading or trailing whitespace. If credentials have expired, request new credentials from your Coursera account manager.

API returns 403 Forbidden when accessing enrollment or learner data endpoints

Cause: Your Coursera API credentials do not have permission to access learner-level data. Learner data access is a separate permission level that requires additional authorization in your contract.

Solution: Contact your Coursera account manager and confirm that learner data access (programMemberships, courseMemberships, individual progress) is included in your API contract. Some partner tiers only provide catalog access (courses, specializations) without learner data. If learner data access is needed, it may require a contract amendment.

Course catalog returns empty results even with valid authentication

Cause: The API endpoint path, query parameter format, or field names do not match the API version your Coursera partner account is provisioned for.

Solution: Coursera's API uses versioned endpoints (courses.v1, courses.v2, etc.). Confirm the correct API version with your Coursera partner documentation or account manager. Try calling the base endpoint without additional query parameters first to see the raw response format. Check Cloud → Logs for the full URL being called and the raw Coursera response to identify the exact error.

CORS errors when calling the coursera-api Edge Function from the Lovable frontend

Cause: The Edge Function's CORS headers are not configured correctly, or the function is responding with an error before reaching the CORS header addition code.

Solution: Ensure the Edge Function handles OPTIONS preflight requests first (before any other logic) and returns the Access-Control-Allow-Origin header in all responses, including error responses. If the function throws an error and does not reach the CORS header code, the browser treats it as a CORS failure. Wrap the entire function body in try-catch and always return CORS headers even in error responses.

Best practices

  • Cache OAuth2 access tokens in the Edge Function's module scope to avoid fetching a new token on every API request — Coursera tokens are valid for extended periods and token requests count against rate limits
  • Store enrollment and progress data in Supabase with a last_synced_at timestamp and sync from Coursera on a schedule rather than calling the API on every page load
  • Use Coursera's fields parameter to request only the course attributes you need — requesting all fields increases response payload size unnecessarily
  • Implement pagination using Coursera's cursor-based paging system for large catalog queries — do not assume a single request returns all courses
  • Store Coursera course IDs and slugs in your Supabase database to create stable references that work even if Coursera updates course titles or descriptions
  • Build the catalog and progress features to gracefully degrade when the Coursera API is unavailable — show cached data with a 'last updated' timestamp rather than a blank screen
  • Respect Coursera's terms of service regarding data use — learner completion data accessed through the Partner API is subject to privacy obligations and should not be used for purposes beyond the intended integration

Alternatives

Frequently asked questions

Is the Coursera Partner API available to any developer?

No. The Coursera Partner API requires either a Coursera for Business enterprise subscription, a Coursera for Campus institutional license, or a formal technology partner agreement. Free Coursera accounts cannot access the API. If your organization already uses Coursera for Business, contact your Coursera account manager to request API credential provisioning.

What is the difference between Coursera's Partner API and their public catalog?

The public Coursera website has no official developer API for scraping course data. The Partner API provides structured programmatic access to the course catalog (titles, descriptions, metadata), organization-specific program data, and learner enrollment and progress information. Learner-level data access typically requires a separate data processing agreement with Coursera beyond just API access.

Can I enroll users in Coursera courses programmatically?

Yes, for Coursera for Business enterprise customers with provisioning API access. You can enroll employees in programs and courses via the API, which is useful for automating onboarding training workflows. This feature requires specific enrollment management permissions in your API contract — confirm with your Coursera account manager before building enrollment automation.

How do I get course thumbnail images to display in my Lovable app?

Coursera course objects include a photoUrl field in the API response. This URL points to Coursera's CDN and is publicly accessible without authentication. Use this URL directly as the src for course thumbnail image tags in your React components — no additional proxy or authentication needed for images.

Does Coursera have a sandbox or test environment for development?

Coursera does not offer a widely documented public sandbox environment. For development, most partners test against the production API with a limited set of test data or a non-production Coursera for Business organization. Ask your Coursera account manager about sandbox access — enterprise partnerships often include a staging environment for integration testing before production deployment.

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