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{
  "mcpServers": {
    "upsc-prep": {
      "type": "http",
      "url": "https://api.sambodh-ias.in/mcp"
    }
  }
}

claude mcp add --transport http upsc-prep https://api.sambodh-ias.in/mcp

[mcp_servers.upsc-prep]
url = "https://api.sambodh-ias.in/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "upsc-prep": {
      "type": "remote",
      "url": "https://api.sambodh-ias.in/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "upsc-prep": {
      "type": "http",
      "url": "https://api.sambodh-ias.in/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=upsc-prep&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLnNhbWJvZGgtaWFzLmluL21jcCJ9"
}

{
  "servers": {
    "upsc-prep": {
      "type": "http",
      "url": "https://api.sambodh-ias.in/mcp"
    }
  }
}

{
  "mcpServers": {
    "upsc-prep": {
      "httpUrl": "https://api.sambodh-ias.in/mcp"
    }
  }
}

extensions:
  "upsc-prep":
    enabled: true
    name: "upsc-prep"
    type: streamable_http
    uri: "https://api.sambodh-ias.in/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene100 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations7 of 7 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 1,465 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

7 tools, about 1,465 tokens to load them all · tool set 34a4d667449c · checked 2026-10-19 10:52 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 76 / 100

no-repository

provenance55

liveness100

freshness65

hygiene80

+dns-namespace +website +reachable +uptime-99% ~updated-106d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://api.sambodh-ias.in/mcp` streamable-http	none	yes	99%	725 ms	2025-11-25	2026-10-19

Tools (7)

`get_current_affairs`read-only	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.
`get_news_card_detail`read-only	The full concept card behind a NewsPulse headline: bullets, Prelims & Mains relevance, concept explainers with static-syllabus links, and the source citation.
`get_pyq_sample`read-only	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.
`list_study_topics`read-only	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.
`search_sambodh_knowledge`read-only	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...).
`start_practice_quiz`read-only	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.
`submit_quiz_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).

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "in.sambodh-ias/upsc-prep",
  "title": "Sambodh IAS",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://api.sambodh-ias.in/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://sambodh-ias.in",
  "description": "UPSC prep: interactive quizzes, previous-year questions, daily current affairs, cited study search"
}