Connect-MCP

VenuVidya — Carnatic Flute Study Guide

io.github.pradeep-anantha/venuvidya · v0.1.1

Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.

MCPremoteno credentialsAI & LLM

Reported outcomes

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Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 7 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 85/100

What it does: 7 tools · 5 read, 0 write

Test call list_lessons: worked (2,379 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: 0
  • Read/write annotations: 0
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://venuvidya-backend-production.up.railway.app/api/mcp/

Tools

7 tools listed at last check
  • search_syllabus Keyword (BM25) search across all Carnatic flute lessons. Args: query: Natural-language question or keywords (English or Kannada). k: Number of top results to return (1-10, default 4). level: Optional filter — 'junior', 'senior' or 'vidwat'.
  • get_lesson Fetch the full study content of a single lesson. Args: lesson_id: Lesson identifier, e.g. 'junior-theory-1-4'.
  • list_lessons List lesson metadata. Filter by level/category. Args: level: 'junior' | 'senior' | 'vidwat'. category: e.g. 'theory-1', 'practical-1', etc.
  • list_classes List recent class journal entries (date descending) for YOUR account. Args: mcp_token: Your personal VenuVidya token — GET /api/auth/mcp-token while signed in to the app. Scopes results to your journal only. level: optional level filter. limit: max number of
  • get_class Fetch a single class journal entry with its items and practice log. Only returns it if it belongs to your account (mcp_token). Args: class_id: The class to fetch. mcp_token: Your personal VenuVidya token — GET /api/auth/mcp-token.
  • ask_venuvidya Ask VenuVidya — the in-app RAG chatbot. Returns a grounded answer + citations. Args: question: Student question (2-1500 chars). level: Optional level filter for retrieval ('junior' | 'senior' | 'vidwat'). language: 'en', 'kn' or 'auto'.
  • log_practice_session Log a practice session against a class item in YOUR journal. Args: class_id: Parent class id. item_id: Item id inside the class (kriti/varna/etc.). practiced_on: Date in YYYY-MM-DD. mcp_token: Your personal VenuVidya token — GET /api/auth/mcp-token. O

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