A
licenseNot graded
qualityC
maintenanceEnables Alexa+ or any MCP client to conduct bilingual Tamil/English exam coaching for TNPSC, UPSC, and CTET, with adaptive quizzes, verified explanations, streaks, and topic browsing.
MIT
Sambodh IAS
Server Details
UPSC prep: interactive quizzes, previous-year questions, daily current affairs, cited study search
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- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
A4.2/5.0
Scored across 7 tools
Disambiguation5/5
Each tool addresses a distinct task: current affairs listing vs. detail, PYQ sample, topic catalog, knowledge search, and quiz start/submit. There is no functional overlap between the tools, and descriptions make the boundaries clear.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern using snake_case (get_, list_, search_, start_, submit_). The naming scheme is predictable and easy to infer.
Tool Count5/5
With 7 tools, the set is well-scoped for an IAS preparation server. Each tool serves a clear purpose, and the count is within the ideal range for a focused domain.
Completeness4/5
The toolset covers core UPSC prep needs: current affairs, static knowledge search, PYQ sampling, and quiz practice. The only minor gap is the lack of full PYQ papers, but the sample tool intentionally points to the platform for complete sets.
Available Tools
7 toolsget_current_affairsGet UPSC current-affairs cards (NewsPulse)ARead-onlyIdempotentInspect
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.
Inputs: days, limit, topic, category, +2 more.
get_news_card_detailRead a full NewsPulse concept cardARead-onlyIdempotentInspect
The full concept card behind a NewsPulse headline: bullets, Prelims & Mains relevance, concept explainers with static-syllabus links, and the source citation.
Inputs: slug (required), language.
get_pyq_sampleGet UPSC previous-year questions by yearARead-onlyIdempotentInspect
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.
Inputs: year (required), language.
list_study_topicsBrowse UPSC subjects, PYQ years and current-affairs monthsARead-onlyIdempotentInspect
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.
Inputs: no named parameters.
search_sambodh_knowledgeSearch Sambodh's UPSC study libraryARead-onlyIdempotentInspect
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...).
Inputs: query (required), top_k, subject.
start_practice_quizStart an interactive UPSC practice quizARead-onlyIdempotentInspect
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.
Inputs: year, month, source, subject, +2 more.
submit_quiz_answersSubmit quiz answers for gradingAIdempotentInspect
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).
Inputs: answers (required), quiz_id (required).
Tool Schema Changelog
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