Overview
The MuscleWiki API provides comprehensive access to a database of 1,900+ exercise demonstrations with video tutorials, step-by-step instructions, and detailed metadata. Perfect for fitness apps, workout planners, and health & wellness platforms.
Commercial use included
All paid plans grant full commercial use rights. You can build and ship products, SaaS applications, and client-facing platforms without additional licensing fees or restrictions.
What You Can Build
Key Features
1,900+ Exercises
Comprehensive database covering all major muscle groups
Video Demonstrations
Multiple camera angles (front/side) and gender variants (male/female)
Smart Search
Full-text search with relevance scoring
Advanced Filtering
Filter by muscle group, equipment, difficulty, force type, and more
Optimized Responses
Multiple detail levels to minimize bandwidth usage
High Performance
Built on FastAPI for exceptional speed
Authentication
API Authentication
All requests require a valid API key. You can create and manage your API keys from your dashboard after signing up.
Include this header in every request:
X-API-KeyYour unique API key (format: mw_xxxxxxxxxxxxx)
Quick Start
- 1
Create an Account
Sign up for a free MuscleWiki API account. The free BASIC tier gives you playground access. Upgrade to TESTING ($10/mo) or higher for direct API access.
Create Account → - 2
Generate Your API Key
After signing in, navigate to your dashboard and create an API key. You'll only see the full key once, so make sure to save it securely.
Go to Dashboard → - 3
Make Your First Request
Use your API key in the X-API-Key header to authenticate requests and start accessing exercise data.
Ready to Start Building?
Once you have your API key, try this simple example to fetch your first exercise:
curl --request GET \
--url 'https://api.musclewiki.com/exercises/1' \
--header 'X-API-Key: YOUR_API_KEY'Replace YOUR_API_KEY with your actual API key from the dashboard. You should see the "Barbell Curl" exercise with complete details and video URLs.
Health & Metadata
/Get basic API information and available endpoints.
{
"name": "MuscleWiki API",
"version": "2.0.0",
"docs": "/docs",
"openapi": "/openapi.json",
"health": "/health",
"endpoints": {
"exercises": "/exercises",
"search": "/search",
"random": "/random",
"categories": "/categories",
"muscles": "/muscles",
"filters": "/filters",
"statistics": "/statistics",
"routines": "/routines",
"routines_full": "/routines/{id}/full",
"workouts": "/workouts",
"workouts_by_id": "/workouts/{id}",
"workouts_full": "/workouts/{id}/full"
}
}/healthCheck API health status and database statistics.
Use Case: Verify API availability before making requests.
{
"status": "healthy",
"version": "2.0.0",
"exercises_loaded": 1832
}/statisticsGet comprehensive database statistics including exercise counts, category breakdown, difficulty distribution, and more.
Use Case: Display database statistics, build dynamic filter UIs, show available content.
/categoriesList all equipment categories with exercise counts.
Use Case: Build category filters, show available equipment types.
[
{"name": "barbell", "display_name": "Barbell", "count": 150},
{"name": "dumbbell", "display_name": "Dumbbell", "count": 200},
{"name": "bodyweight", "display_name": "Bodyweight", "count": 180}
]/musclesList all primary muscle groups with exercise counts.
Use Case: Build muscle group filters, display muscle targeting options.
/filtersGet all available filter values for building dynamic UIs.
Use Case: Build comprehensive filter interfaces with all available options.
Exercise Endpoints
/exercisesList exercises with pagination and optional filtering. Returns minimal information optimized for list views.
Query Parameters
limit - Maximum results to return (1-100, default: 20)offset - Number of results to skip (default: 0)search - Search in exercise names and steps (min 2 characters)gender - Filter videos by gender (male or female)category - Filter by equipment category (e.g., barbell, dumbbell)muscles - Filter by muscle groups (e.g., Biceps, Chest)difficulty - Filter by difficulty (novice, intermediate, advanced)force - Filter by force type (push, pull, static)mechanic - Filter by mechanic (isolation, compound)grips - Filter by grip types (e.g., Overhand, Underhand)lang - Response language code (e.g. pt-br, es-es). Defaults to en-us — see Multilingual sectionExample Request
GET /exercises?limit=5&category=barbell&difficulty=intermediateExample Response (Success)
{
"total": 45, // Total exercises matching filters
"limit": 5, // Requested limit
"offset": 0, // Current offset
"count": 5, // Number of results in this response
"results": [ // Array of exercise objects (minimal format)
{"id": 0, "name": "Barbell Curl"},
{"id": 15, "name": "Barbell Bench Press"},
{"id": 23, "name": "Barbell Squat"}
]
}Pagination Format: All list endpoints return paginated results with total, limit, offset, and count fields for easy pagination handling.
/exercises/{exercise_id}Get detailed information for a specific exercise by ID.
Path Parameters
exercise_id - Exercise ID (integer, starts at 1)Query Parameters
detail - Return detailed info (boolean)gender - Filter videos by genderResponse Detail Levels:
- Standard (default): Full exercise data with videos, steps, and all attributes
- Detailed (?detail=true): Standard data + metadata counts (video_count, step_count, etc.)
Use Case: Show exercise detail pages, display exercise instructions and videos, build exercise demonstration features.
/exercises/{exercise_id}/videosGet only video URLs for a specific exercise. Optimized endpoint that reduces bandwidth by excluding other exercise data.
Use Case: Video-only display features, minimize bandwidth when only videos are needed, build video galleries.
Search & Discovery
/searchSearch exercises by text query with intelligent relevance scoring. Searches in exercise names and instruction steps.
Search Features
Example Request
GET /search?q=curl&limit=5&difficulty=intermediate
GET /search?q=rosca&lang=pt-br/randomGet a random exercise, optionally filtered by category. Perfect for "try something new" features.
Use Case: "Random exercise" features, workout variation generators, "try something new" buttons, surprise workout features.
Multilingual (14 languages)
Every data endpoint accepts an optional lang query parameter that translates exercise names, instruction steps, muscles, categories, and routine/workout text. Omit it to get English (fully backwards compatible). Media and bodymap URLs are identical in every language — only text changes.
GROWTH tier and above
Non-English languages require GROWTH, PROFESSIONAL, ENTERPRISE, or Custom tier. TESTING keys are English-only — a non-English lang returns 403 Forbidden with an upgrade_url. BASIC keys get all 14 languages in the Playground. Explicit lang=en-us is free for every tier (identical to omitting it), and GET /languages stays open for discovery. View pricing →
Supported Languages
en-uspt-bres-eshi-inde-dear-safr-frtr-trit-itfa-irpl-plru-ruzh-cnja-jpWhere it applies
GET /languages - List all supported language codes and display nameslang on /exercises, /exercises/{id}, /search, /random - Translated names, steps, muscles, category, force, grips, mechanic, difficultylang on /categories, /muscles, /filters, /statistics - Aggregations computed over the translated valueslang on /routines* and /workouts* - Translated routine/workout names, descriptions, goals, equipment, and nested exercise names (PROFESSIONAL/ENTERPRISE tiers)Example Request
curl -H "X-API-Key: your-key" \
"https://api.musclewiki.com/exercises/1?lang=pt-br"{
"id": 1,
"name": "Rosca Direta",
"primary_muscles": ["Bíceps"],
"category": "Barra de Pesos",
"difficulty": "Intermediário",
"steps": ["Flexione os pesos para frente..."],
"videos": [ ... ] // identical URLs in every language
}Validation: unsupported codes return 400 with the list of supported languages.
Filters stay canonical: English filter values (e.g. difficulty=intermediate) keep working with any lang; translated category/muscle values are matched too.
Routines & Workouts
Routines are structured training programs composed of workouts. Each workout contains exercise references with prescription details (sets, reps, duration). The data follows a nested pattern: Routine → Workout references → Exercise references.
PROFESSIONAL & ENTERPRISE tiers only
All routines and workouts endpoints require PROFESSIONAL or ENTERPRISE tier. TESTING and GROWTH keys receive 403 Forbidden. Routine and workout responses also include bodymap_male / bodymap_female fields, which are likewise gated to PROFESSIONAL and ENTERPRISE. View pricing →
/routinesBrowse workout routines with pagination. Returns minimal routine info: id, name, slug, description, and difficulty.
Query Parameters
limit - Results per page (1-100, default: 20)offset - Number of results to skip (default: 0)difficulty - Filter by difficulty (e.g. Beginner, Intermediate, Advanced)/routines/{id}Fetch a single routine with its workout references. Each workout is returned as a minimal reference (id, name, slug) — use the workout endpoint for full details.
Path Parameters
id - Routine ID (integer, starts at 1)/routines/{id}/fullFetch a routine with all workouts and exercises fully expanded in a single call. Each workout includes complete exercise data (muscles, videos, steps, etc.) instead of just references.
Billing: This endpoint counts as multiple API calls. The api_calls_cost field in the response shows the total: 1 (routine) + N (workouts) + M (exercises). The X-API-Calls-Cost response header also reflects this.
Path Parameters
id - Routine ID (integer, starts at 1)Use Case: Get everything for a routine in one request when you don't want to make separate calls for each workout and exercise.
/workoutsBrowse all workouts across all routines with pagination. Returns minimal workout info: id, name, slug, difficulty, and goal.
Query Parameters
limit - Results per page (1-100, default: 20)offset - Number of results to skip (default: 0)difficulty - Filter by difficulty (e.g. Beginner, Intermediate, Advanced)goal - Filter by goal (e.g. Gain Muscle, Lose Weight)equipment - Filter by required equipment (e.g. Barbell, Dumbbells)muscles - Filter by targeted muscle group (e.g. Chest, Shoulders)/workouts/{id}Fetch a single workout with full details including exercise references. Each exercise includes prescription data (sets, reps/duration, superset grouping).
Path Parameters
id - Workout ID (integer, starts at 1)Use Case: Display workout details with exercise list, build training session views, show exercise prescription data.
/workouts/{id}/fullFetch a workout with all exercises fully expanded in a single call. Each exercise includes complete data (muscles, videos, steps, category, difficulty, etc.) instead of just a reference.
Billing: This endpoint counts as multiple API calls. The api_calls_cost field in the response shows the total: 1 (workout) + N (exercises). The X-API-Calls-Cost response header also reflects this.
Path Parameters
id - Workout ID (integer, starts at 1)Use Case: Get a complete workout with all exercise details in one request, useful for rendering full training session views.
Media Streaming
Authentication Required
All media streaming endpoints require authentication. You must include your API key in the X-API-Key header even when streaming videos or images.
Authenticated Streaming
These endpoints require authentication headers just like data endpoints. Each media request counts as an API call for metering purposes.
Media endpoints use explicit subdirectory routes for better security and type safety. All video and image files are organized by category.
/stream/videos/branded/{filename}Stream branded exercise video files. Supports byte-range requests for smooth playback and video seeking.
Path Parameters
filename - Video filename (e.g., male-Barbell-barbell-curl-front.mp4)Example Request
GET /stream/videos/branded/male-Barbell-barbell-curl-front.mp4Note: Supports HTTP range requests for efficient streaming and seeking. Users should only perform transient caching (e.g., in-memory playback buffers) as per the API Terms.
/stream/videos/unbranded/{filename}Stream unbranded exercise video files. Supports byte-range requests for smooth playback.
Path Parameters
filename - Video filename (e.g., male-Barbell-barbell-curl-front.mp4)Example Request
GET /stream/videos/unbranded/male-Barbell-barbell-curl-front.mp4/stream/images/og_images/{filename}Stream Open Graph image files for social sharing preview images. Supports automatic content-type detection for JPEG, PNG, GIF, and WebP formats.
Path Parameters
filename - Image filename (e.g., og-male-Barbell-barbell-curl-front.jpg)Example Request
GET /stream/images/og_images/og-male-Barbell-barbell-curl-front.jpgBodymap Images
Bodymap images are anatomical muscle diagrams that highlight which muscles an exercise targets, grouped by training emphasis. They are available in male and female variants, with light and dark theme options.
Color Legend
PROFESSIONAL & ENTERPRISE tiers only
Bodymap fields and the bodymap streaming endpoint are restricted to PROFESSIONAL and ENTERPRISE subscription tiers. On lower tiers the bodymap_male and bodymap_female fields return null, and calling /stream/images/bodymaps/ returns 403 Forbidden. Upgrade your plan →
Response Fields
The following fields are included on exercise responses. Each is a stable base streaming URL with the gender already selected. Append theme and view query parameters to choose the exact image — or null when your tier does not allow access.
How to use these URLs
- Request an exercise with your
X-API-Key. - Read
bodymap_maleorbodymap_femalefrom the JSON response. - Append
theme=light|darkandview=front|back. - Fetch the final URL with the same
X-API-Key. The response is binary image data, not JSON.
bodymap_male — Base stream URL for the male bodymap variantbodymap_female — Base stream URL for the female bodymap variant{
"id": 1,
"name": "Barbell Curl",
...
"bodymap_male": "https://api.musclewiki.com/stream/images/bodymaps/1?gender=male",
"bodymap_female": "https://api.musclewiki.com/stream/images/bodymaps/1?gender=female"
}On BASIC, TESTING, and GROWTH tiers both fields are null.
Theme Variants
Each bodymap is available in light and dark theme variants. Append a theme query parameter to the streaming URL to select the variant, and a view query parameter to select front or back.
theme=light — White background (default)theme=dark — Dark background, suitable for dark-mode UIs/stream/images/bodymaps/{exercise_id}Stream a bodymap diagram image. The server resolves the internal filename from the resource ID and validated gender , theme , and view parameters.
Path Parameters
exercise_id — Numeric exercise ID.Query Parameters
gender — male or femaletheme — light (default) or darkview — front (default) or backExample Request
curl --fail --show-error --request GET \
--url 'https://api.musclewiki.com/stream/images/bodymaps/1?gender=male&theme=dark&view=front' \
--header 'X-API-Key: YOUR_API_KEY' \
--output bodymap.pngUse --output for successful image responses, and --fail so 403/404 JSON errors are shown as curl failures instead of being saved into the PNG file. In an app, render the image from an authenticated fetch/blob URL rather than printing the binary response.
Debugging Errors
curl --include --request GET \
--url 'https://api.musclewiki.com/stream/images/bodymaps/1?gender=male&theme=dark&view=front' \
--header 'X-API-Key: YOUR_API_KEY'Use this only when you expect an error response. A successful bodymap request returns binary image bytes, so the save-to-file command above is safer for normal use.
403 Forbiddenis returned when the requesting key's tier is below PROFESSIONAL. Upgrade at /#pricing.
Error Responses
The API uses standard HTTP status codes and returns error details in JSON format. All errors include a detail field with a human-readable message.
Unauthorized
Missing or invalid API key. Ensure you include the X-API-Key header with every request.
{
"detail": "Authentication required",
"message": "Missing X-API-Key header"
}Forbidden
Invalid, expired, or deactivated API key.
{
"detail": "Invalid or expired API key"
}Not Found
Requested resource doesn't exist (e.g., invalid exercise ID or media file).
{
"detail": "Exercise not found"
}Rate Limit Exceeded
Monthly API quota exceeded. Upgrade your plan or wait for the next billing cycle.
{
"detail": "Monthly API quota exceeded",
"message": "Monthly API quota exceeded. Please upgrade your plan or wait for the next billing cycle."
}Validation Error
Invalid query parameters or request format.
{
"detail": [
{
"loc": ["query", "limit"],
"msg": "ensure this value is less than or equal to 100",
"type": "value_error.number.not_le"
}
]
}Internal Server Error
Unexpected server error. If this persists, contact support.
{
"detail": "Internal server error"
}Error Handling Best Practices
- Always check HTTP status codes before parsing response bodies
- Implement exponential backoff for 429 errors
- Log error details for debugging but don't expose them to end users
- For 500 errors, retry with exponential backoff (max 3 attempts)
MCP Server
NewThe @musclewiki/mcp package is a first-party Model Context Protocol server. It runs locally over stdio and exposes the entire exercise database to any MCP-compatible AI assistant — Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, Zed, and more — as native tools. Every call is forwarded to this API with your ownkey, so your tier, rate limits, and quota apply exactly as they would for a direct request. There is no shared key: the server reads your key from its local environment and sends it only to the MuscleWiki API to authenticate your own requests — never to the AI model or your assistant provider’s servers. Keep it in your local MCP client config; treat that config like any other secret and don’t commit it to source control.
Tier
TESTING or higher.A BASIC (playground-only) key is rejected on every tool call. Routine & workout tools additionally require PROFESSIONAL or ENTERPRISE.
Runtime
Node.js 18+ and any MCP-compatible client. Nothing else to install — npx fetches the server on first run.
Claude Code
claude mcp add musclewiki --env MUSCLEWIKI_API_KEY=mw_your_api_key_here -- npx -y @musclewiki/mcpAny other MCP client
MCP is an open standard, so the sameserver works with every MCP-compatible host — there is no per-client build. Add one entry to your client’s config pointing at npx -y @musclewiki/mcp. Most clients (Claude Desktop, Cursor, Windsurf, Cline, …) use the mcpServers shape below verbatim:
{
"mcpServers": {
"musclewiki": {
"command": "npx",
"args": ["-y", "@musclewiki/mcp"],
"env": {
"MUSCLEWIKI_API_KEY": "mw_your_api_key_here"
}
}
}
}The location of the config (and, for VS Code and Zed, the wrapper key) differs per client — the command, args, and env inside are always the same:
| Client | Where the config lives |
|---|---|
| Claude Code | claude mcp add (see command above) |
| Claude Desktop | claude_desktop_config.json |
| Cursor | ~/.cursor/mcp.json (or .cursor/mcp.json) |
| Windsurf | ~/.codeium/windsurf/mcp_config.json |
| VS Code (Copilot) | .vscode/mcp.json — wrap under a servers key (not mcpServers) |
| Zed | settings.json — wrap under context_servers |
| Any other host | See that client’s MCP docs — the command/args are identical |
Configuration
The server is configured entirely through environment variables in your MCP client config — no config file of its own.
| Variable | Required | Description |
|---|---|---|
MUSCLEWIKI_API_KEY | Required | Your MuscleWiki key (starts with mw_). Sent to the API as the X-API-Key header — never to the AI model. |
MUSCLEWIKI_BASE_URL | Optional | Override the API base URL. Defaults to https://api.musclewiki.com — set it only for local testing against your own instance. |
Available tools
14 tools are exposed. You never name them yourself — describe what you want and the assistant picks and chains the right ones. Each maps to a single REST endpoint, so tier and quota apply per call.
search_exercisesGET /searchFull-text search by name or steps, with optional filterslist_exercisesGET /exercisesBrowse and filter — no query term neededget_exerciseGET /exercises/{id}One exercise by numeric IDlist_categoriesGET /categoriesEquipment categories with countslist_musclesGET /musclesPrimary muscle groups with countslist_filtersGET /filtersEvery valid filter value — call first to avoid guessingget_random_exerciseGET /randomA random exercise, optionally filteredget_statisticsGET /statisticsAggregate database statisticslist_routinesGET /routinesProfessional / EnterprisePaginated routinesget_routineGET /routines/{id}Professional / EnterpriseA routine with its workout referencesget_routine_fullGET /routines/{id}/fullProfessional / EnterpriseA routine, all workouts + exercises expandedlist_workoutsGET /workoutsProfessional / EnterprisePaginated workouts with filtersget_workoutGET /workouts/{id}Professional / EnterpriseA workout with exercise prescriptionsget_workout_fullGET /workouts/{id}/fullProfessional / EnterpriseA workout, all exercises expanded
Talk to it in plain language
Once connected, ask for what you want. The assistant handles tool selection and chaining. For example:
- “Find me five dumbbell exercises for biceps.”
- “What equipment categories exist, and how many exercises does each have?”
- “Show me a random bodyweight exercise with its instructions.”
- “Get exercise 42 and summarise its steps.”
- “Build me a beginner push/pull routine.”
The workflow the model follows automatically
- 1.
list_filters— learn the exact accepted filter strings (muscles, difficulties, forces, …). - 2.
search_exercisesorlist_exercises— query using those validated values. - 3.
get_exercise— pull full detail on a specific result.
Troubleshooting
| Symptom | Fix |
|---|---|
Every tool errors with MUSCLEWIKI_API_KEY … is required | The variable never reached the server. Put it in the env block of your client config (not just your shell) and restart the client. |
403 on every call, detail Invalid or expired API key | Invalid, revoked, or mistyped key (the API returns 403, not 401, for a bad key). Copy a fresh one from your dashboard — keys start with mw_. |
403 on every call, detail mentions tier | BASIC-tier key (playground-only). Upgrade to TESTING or higher for direct API access. |
403 only on routine / workout tools | Those tools need PROFESSIONAL or ENTERPRISE. Use the exercise tools on TESTING+, or upgrade. |
429 errors | Monthly quota exceeded. Resets at the start of your next billing cycle, or upgrade for a higher quota. |
npxcan’t find the package / server won’t start | Ensure Node.js 18+ (node -v) and that npm can reach the registry. |
Full reference, source, and changelog live in the @musclewiki/mcp package README.
Python Examples
import requests
url = "https://api.musclewiki.com/exercises"
headers = {
"X-API-Key": "YOUR_API_KEY"
}
params = {
"limit": 10,
"category": "barbell"
}
response = requests.get(url, headers=headers, params=params)
exercises = response.json()
print(f"Total exercises: {exercises['total']}")
for exercise in exercises['results']:
print(f"- {exercise['name']} (ID: {exercise['id']})")JavaScript Examples
const url = 'https://api.musclewiki.com/search?q=curl&limit=5';
const options = {
method: 'GET',
headers: {
'X-API-Key': 'YOUR_API_KEY'
}
};
try {
const response = await fetch(url, options);
const result = await response.json();
console.log(result);
} catch (error) {
console.error(error);
}cURL Examples
Note: Replace YOUR_API_KEY with your actual API key from your dashboard. Need an API key? Create a free account.
curl --request GET \
--url 'https://api.musclewiki.com/exercises/1' \
--header 'X-API-Key: YOUR_API_KEY'Stream Branded Video
curl --request GET \
--url 'https://api.musclewiki.com/stream/videos/branded/male-Barbell-barbell-curl-front.mp4' \
--header 'X-API-Key: YOUR_API_KEY' \
--output video.mp4Stream OG Image
curl --request GET \
--url 'https://api.musclewiki.com/stream/images/og_images/og-male-Barbell-barbell-curl-front.jpg' \
--header 'X-API-Key: YOUR_API_KEY' \
--output og-image.jpgResponse Models
The API uses three different response detail levels to optimize bandwidth:
Minimal Response
Used by /exercises list endpoint
Contains:
- • id - Exercise identifier
- • name - Exercise name
Standard Response
Used by most endpoints (default)
Contains:
- • id - Exercise identifier
- • name - Exercise name
- • primary_muscles - Targeted muscle groups
- • category - Equipment type
- • force - Push/Pull/Hold (may be null)
- • grips - Grip types used
- • mechanic - Isolation/Compound (may be null)
- • difficulty - Novice/Beginner/Intermediate/Advanced (may be null)
- • steps - Step-by-step instructions
- • videos - Video demonstrations with URLs
- • bodymap_male / bodymap_female - Muscle diagram URLs (PROFESSIONAL & ENTERPRISE tiers only; null on lower tiers)
Detailed Response
Used by /exercises/{id}?detail=true
Contains:
- • All standard fields, plus:
- • video_count - Total number of videos
- • step_count - Total number of instruction steps
Common Use Cases
Building an Exercise Browser
- 1
GET /categories - Get available equipment types - 2
GET /exercises?category=barbell&limit=20 - List exercises - 3
GET /exercises/1 - Show detail for selected exercise
Exercise Search Feature
- 1
GET /search?q=curl&limit=10 - Search for exercises - 2
GET /exercises/{id} - Get full details for selected result
Random Workout Generator
- 1
GET /random?category=bodyweight - Get random exercise - 2
Repeat with different categories for variety
Push/Pull Workout Builder
- 1
GET /exercises?force=push&difficulty=intermediate&limit=5 - 2
GET /exercises?force=pull&difficulty=intermediate&limit=5 - 3
Combine results for a balanced workout
Muscle-Specific Training
- 1
GET /muscles - Get available muscle groups - 2
GET /exercises?muscles=Biceps&difficulty=intermediate - 3
Build muscle-specific workout plans
Commercial SaaS Fitness App
- 1
Sign up for a GROWTH, PROFESSIONAL, or ENTERPRISE plan — commercial use included - 2
Integrate exercise data, videos, and search into your product - 3
Ship to paying customers with no additional licensing fees
Best Practices
Use Appropriate Detail Levels
Use /exercises for lists, standard responses for most cases, and detailed responses only when needed.
Filter Early
Apply filters at the API level rather than fetching all data and filtering client-side.
Cache Metadata
Cache responses from /categories, /muscles, and /filters for up to 30 days as they change infrequently.
Paginate Large Results
Use limit and offset parameters for large result sets.
Search vs Filter
Use /search for text-based queries, /exercises with filters for structured queries.