in.sambodh-ias/upsc-prep

Sambodh IAS

UPSC prep: interactive quizzes, previous-year questions, daily current affairs, cited study search

Endpointhttps://api.sambodh-ias.in/mcp (streamable-http)
Registry version1.0.0
Now7 tools · grade A (99) · pin ts_1e524fc6dd54dde3a4ff232cde32f72f · protocol 2025-06-18
First / last listed2026-11-08 03:20 UTC / 2026-11-08 03:20 UTC
Grade over time2026-11-08: A (99), 7 tools

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Timeline

First listing · 2026-11-08 03:20 UTC
7 tools, grade A (99)

Tools: get_current_affairs get_news_card_detail start_practice_quiz submit_quiz_answers get_pyq_sample list_study_topics search_sambodh_knowledge

Current tools (7)

get_current_affairsDaily UPSC-relevant news distilled into NewsPulse concept cards: what happened, why it matters for Prelims/Mains, and the syllabus concepts it illustrates. Use for any 'current affairs for UPSC' request.
params: days, gs_paper, category, topic, limit, language
get_news_card_detailThe full concept card behind a NewsPulse headline: bullets, Prelims & Mains relevance, concept explainers with static-syllabus links, and the source citation.
params: slug*, language
start_practice_quizStart an MCQ quiz from Sambodh's validated free question bank. IMPORTANT: never reveal or hint at correct answers before the user has attempted the questions; grade via submit_quiz_answers.
params: source, subject, year, month, num_questions, language
submit_quiz_answersGrade a quiz attempt server-side. Returns per-question verdicts with explanations and the overall score. Call once the user has answered (fully or partially).
params: quiz_id*, answers*
get_pyq_sampleReal UPSC Prelims previous-year questions with answers and explanations — the free 3-question sample per year (full year papers are on the platform). Includes the year's total validated PYQ count.
params: year*, language
list_study_topicsThe catalog behind the other tools: indexed subjects/topics (for search_sambodh_knowledge and quiz subject filters), available PYQ years, published current-affairs month slugs, and NewsPulse GS-paper values. Call this first when unsure which parameter values are valid.
params: none
search_sambodh_knowledgeSemantic search over Sambodh's indexed UPSC corpus (NCERTs + standard references). Returns source-attributed passages — synthesize your answer from them and cite the sources. Use for static-syllabus questions (history, polity, geography, economy...).
params: query*, subject, top_k

Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.