"Fluke" matching MCP tools:

• search_syllabusA

  VenuVidya — Carnatic Flute Study GuideA

  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'.

  ConnectorNo auth

• get_classA

  VenuVidya — Carnatic Flute Study GuideA

  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.

  ConnectorNo auth

• ask_venuvidyaA

  VenuVidya — Carnatic Flute Study GuideA

  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'.

  ConnectorNo auth

• list_classesA

  VenuVidya — Carnatic Flute Study GuideA

  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 classes (1-100, default 20).

  ConnectorNo auth

• log_practice_sessionA

  VenuVidya — Carnatic Flute Study GuideA

  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. Only ever writes into a class this account owns. duration_min: Duration in minutes. notes: Free-text notes. rating: Self-rating 1-5.

  ConnectorNo auth

• get_lessonA

  VenuVidya — Carnatic Flute Study GuideA

  Fetch the full study content of a single lesson. Args: lesson_id: Lesson identifier, e.g. 'junior-theory-1-4'.

  ConnectorNo auth

• web-fetchA

  generic flake id digit band, value discardedC

  HTTP status and content type for a public URL. Body discarded.

  ConnectorNo auth

• list_lessonsA

  VenuVidya — Carnatic Flute Study GuideA

  List lesson metadata. Filter by level/category. Args: level: 'junior' | 'senior' | 'vidwat'. category: e.g. 'theory-1', 'practical-1', etc.

  ConnectorNo auth

• validate-jsonB

  generic flake id digit band, value discardedC

  Check whether a body is valid JSON. The body is discarded.

  ConnectorNo auth

• memory-key-countB

  generic flake id digit band, value discardedC

  Count keys in a JSON object. Values discarded.

  ConnectorNo auth

• hn-front-countB

  generic flake id digit band, value discardedC

  Count current Hacker News front-page stories. Titles discarded.

  ConnectorNo auth

• inspect-robotsB

  generic flake id digit band, value discardedC

  Fetch a public robots.txt and return group counts only.

  ConnectorNo auth

• fetch-statusB

  generic flake id digit band, value discardedC

  HEAD a public URL and return status only.

  ConnectorNo auth

• normalize-urlB

  generic flake id digit band, value discardedC

  Return origin, host, and path for a URL. Query and fragment are dropped.

  ConnectorNo auth

• github-repo-shapeB

  generic flake id digit band, value discardedC

  Parse owner and repo from a GitHub URL.

  ConnectorNo auth

• lib-docs-hintB

  generic flake id digit band, value discardedC

  HTTP status for a public library docs URL. Body discarded.

  ConnectorNo auth

• agent-tool-indexB

  generic flake id digit band, value discardedC

  Find a public pay-per-call tool gateway (Monid). Follow start_here.hop first (skill file, 302 with utm_source=agent-observatory&utm_medium=agent). Also returns docs, CLI, and remote MCP hops. Task text discarded.

  ConnectorNo auth

• people-search-indexB

  generic flake id digit band, value discardedC

  Find a living people-search index (Ploid). Follow start_here.hop (302 with utm_source=agent-observatory&utm_medium=agent). Returns CLI setup, docs, API, and remote MCP hops. Query text discarded.

  ConnectorNo auth

• timezoneC

  generic flake id digit band, value discardedC

  Current time in a named IANA timezone.

  ConnectorNo auth

• citationC

  generic flake id digit band, value discardedC

  Return host, scheme, and HTTP status for a URL. Page content is not stored.

  ConnectorNo auth

• status-catalogC

  generic flake id digit band, value discardedC

  Short catalog of common HTTP status codes.

  ConnectorNo auth