Sambodh IAS
UPSC prep: interactive quizzes, previous-year questions, daily current affairs, cited study search
使うべきか
品質と安全性
検出事項（2）
- LOWTool 'get_current_affairs' description lacks action verbget_current_affairs 内
- LOWTool 'get_news_card_detail' description lacks action verbget_news_card_detail 内
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"upsc-prep": {
"url": "https://api.sambodh-ias.in/mcp"
}
}
}リモートエンドポイント
https://api.sambodh-ias.in/mcpstreamable-httpできること
ツール一覧
ツール（7）
🟢get_current_affairs(days, gs_paper, category, topic, limit, ...)
Daily 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.
入力スキーマ
{
"type": "object",
"properties": {
"days": {
"default": 7,
"description": "Look-back window in days",
"maximum": 30,
"minimum": 1,
"title": "Days",
"type": "integer"
},
"gs_paper": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Filter by GS subject: Polity, Economy, International Relations, Environment, Science & Tech, Ethics",
"title": "Gs Paper"
},
"category": {
"anyOf": [
{
"enum": [
"news",
"editorial"
],
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "news = factual coverage, editorial = analysis pieces",
"title": "Category"
},
"topic": {
"anyOf": [
{
"maxLength": 120,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Free-text topic/syllabus filter",
"title": "Topic"
},
"limit": {
"default": 8,
"maximum": 20,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"language": {
"default": "en",
"description": "ISO code: en, hi, te, ta, or, bn, mr, pa, kn",
"title": "Language",
"type": "string"
}
},
"title": "get_current_affairsArguments"
}🟢get_news_card_detail(slug, language)
The full concept card behind a NewsPulse headline: bullets, Prelims & Mains relevance, concept explainers with static-syllabus links, and the source citation.
入力スキーマ
{
"type": "object",
"properties": {
"slug": {
"description": "Card slug from get_current_affairs",
"maxLength": 120,
"title": "Slug",
"type": "string"
},
"language": {
"default": "en",
"description": "ISO code: en, hi, te, ta, or, bn, mr, pa, kn",
"title": "Language",
"type": "string"
}
},
"required": [
"slug"
],
"title": "get_news_card_detailArguments"
}🟢start_practice_quiz(source, subject, year, month, num_questions, ...)
Start 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.
入力スキーマ
{
"type": "object",
"properties": {
"source": {
"default": "mixed",
"description": "Question pool: current_affairs (recent news MCQs), pyq (real UPSC previous-year questions), or mixed",
"enum": [
"current_affairs",
"pyq",
"mixed"
],
"title": "Source",
"type": "string"
},
"subject": {
"anyOf": [
{
"maxLength": 60,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional subject filter, e.g. polity, history, geography, economy, environment, science_tech",
"title": "Subject"
},
"year": {
"anyOf": [
{
"maximum": 2026,
"minimum": 2014,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "PYQ year (pyq/mixed sources)",
"title": "Year"
},
"month": {
"anyOf": [
{
"maxLength": 20,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Current-affairs month slug, e.g. may-2026",
"title": "Month"
},
"num_questions": {
"default": 5,
"maximum": 10,
"minimum": 1,
"title": "Num Questions",
"type": "integer"
},
"language": {
"default": "en",
"description": "ISO code: en, hi, te, ta, or, bn, mr, pa, kn",
"title": "Language",
"type": "string"
}
},
"title": "start_practice_quizArguments"
}🟡submit_quiz_answers(quiz_id, answers)
Grade a quiz attempt server-side. Returns per-question verdicts with explanations and the overall score. Call once the user has answered (fully or partially).
入力スキーマ
{
"type": "object",
"properties": {
"quiz_id": {
"description": "quiz_id from start_practice_quiz",
"maxLength": 40,
"title": "Quiz Id",
"type": "string"
},
"answers": {
"additionalProperties": {
"type": "string"
},
"description": "Map of question id → chosen option letter, e.g. {\"<qid>\": \"B\"}",
"title": "Answers",
"type": "object"
}
},
"required": [
"quiz_id",
"answers"
],
"title": "submit_quiz_answersArguments"
}🟢get_pyq_sample(year, language)
Real 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.
入力スキーマ
{
"type": "object",
"properties": {
"year": {
"description": "UPSC Prelims year",
"maximum": 2026,
"minimum": 2014,
"title": "Year",
"type": "integer"
},
"language": {
"default": "en",
"description": "ISO code: en, hi, te, ta, or, bn, mr, pa, kn",
"title": "Language",
"type": "string"
}
},
"required": [
"year"
],
"title": "get_pyq_sampleArguments"
}🟢list_study_topics
The 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.
入力スキーマ
{
"type": "object",
"properties": {},
"title": "list_study_topicsArguments"
}🟢search_sambodh_knowledge(query, subject, top_k)
Semantic 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...).
入力スキーマ
{
"type": "object",
"properties": {
"query": {
"description": "What to look up, phrased as a topic or question",
"maxLength": 300,
"minLength": 3,
"title": "Query",
"type": "string"
},
"subject": {
"anyOf": [
{
"maxLength": 60,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional subject filter (see list_study_topics)",
"title": "Subject"
},
"top_k": {
"default": 5,
"maximum": 8,
"minimum": 1,
"title": "Top K",
"type": "integer"
}
},
"required": [
"query"
],
"title": "search_sambodh_knowledgeArguments"
}コミュニティ
エビデンス