{"schema_version":"1.0","name":"UPSC Prelims Test","description":"Free UPSC Civil Services Preliminary Examination practice platform with 1,199 solved previous-year questions (2014–2025), official 2026 paper links, and a 10,000+ total AI-enriched practice bank. Provides timed simulations, subject drills, data-derived analysis, and question metadata across seven subjects.","url":"https://upscprelimstest.com","provider":{"organization":"UPSC Prelims Test","url":"https://upscprelimstest.com"},"version":"1.0.0","capabilities":{"streaming":false,"pushNotifications":false},"defaultInputModes":["application/json"],"defaultOutputModes":["application/json"],"skills":[{"id":"fetch-pyq-database","name":"Fetch PYQ Question Bank","description":"Retrieve 1,199 solved UPSC Prelims previous-year questions with metadata including topic, keywords, concepts, difficulty, and correct answers. Supports pagination.","tags":["upsc","pyq","questions","education","exam"],"examples":["Get all UPSC Prelims previous year questions","Fetch Polity questions from UPSC 2024","How many Geography questions appeared in UPSC Prelims 2023?"]},{"id":"subject-blueprint","name":"Subject Topic Blueprint","description":"Get a topic-by-year question count matrix for any UPSC Prelims subject. Shows which topics appeared in which years and how frequently.","tags":["upsc","syllabus","topics","analysis","trends"],"examples":["Show me the topic breakdown for History in UPSC Prelims","Which Polity topics are most frequently asked?","What is the year-wise distribution of Economy topics?"]},{"id":"topic-questions","name":"Topic-Specific Questions","description":"Fetch questions for a specific topic within a subject. Uses AI-enriched metadata for accurate topic matching across 3 tiers: enriched topic field, keyword array, and text search.","tags":["upsc","topic","drill","practice","questions"],"examples":["Get questions on Fundamental Rights from Polity","Find UPSC questions about Climate Change","Show Banking & Monetary policy questions from Economy"]},{"id":"dynamic-mock-practice","name":"Dynamic Mock Practice","description":"Start practice sessions from the larger AI-enriched custom bank, including UPSC-ratio full-length simulators, mixed drills, and single-subject drills.","tags":["upsc","mock-test","practice","custom-bank","flt"],"examples":["Generate a UPSC-ratio 100 question simulator","Start a 50 question Economy drill","Create a mixed practice session from the full bank"]}],"authentication":{"schemes":[{"scheme":"none","description":"Public APIs (question bank, blueprints, topic questions) require no authentication."},{"scheme":"cookie","description":"User-specific APIs (attempts, notebook) require Supabase session authentication via Google OAuth or email/password."}]},"protocols":[{"protocol":"mcp","transport":"streamable-http","endpoint":"https://upscprelimstest.com/api/mcp","description":"Model Context Protocol server exposing 4 tools (search_questions, get_subject_blueprint, get_year_analysis, get_platform_info), 3 resources (upsc://syllabus, upsc://years, upsc://subjects), and 4 prompts (study-plan, year-comparison, topic-deep-dive, mock-test-strategy). Stateless, no auth required for public tools."}],"documentationUrl":"https://upscprelimstest.com/api/openapi.json","llmsTxtUrl":"https://upscprelimstest.com/llms.txt"}