# VenuVidya — Carnatic Flute Study Guide (remote · venuvidya-backend-production.up.railway.app)

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

- Trust score: 61/100 (medium)
- Change this week: +6
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `venuvidya-backend-production.up.railway.app`: 61/100 (this document), [markdown](https://verifymcp.io/servers/pradeep-anantha-venuvidya/api-mcp.md), [page](https://verifymcp.io/servers/pradeep-anantha-venuvidya/api-mcp)

## Channel facts

- Endpoint: `https://venuvidya-backend-production.up.railway.app/api/mcp/`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 7 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 60/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 619 tokens (~88/item across 7 items; 7 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http pradeep-anantha-venuvidya https://venuvidya-backend-production.up.railway.app/api/mcp/
```

### Codex

```toml
[mcp_servers.pradeep-anantha-venuvidya]
url = "https://venuvidya-backend-production.up.railway.app/api/mcp/"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pradeep-anantha-venuvidya": {
      "type": "remote",
      "url": "https://venuvidya-backend-production.up.railway.app/api/mcp/",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add pradeep-anantha-venuvidya --url https://venuvidya-backend-production.up.railway.app/api/mcp/ --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  pradeep-anantha-venuvidya:
    url: "https://venuvidya-backend-production.up.railway.app/api/mcp/"
```

### Other

```json
{
  "mcpServers": {
    "pradeep-anantha-venuvidya": {
      "type": "http",
      "url": "https://venuvidya-backend-production.up.railway.app/api/mcp/"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 60, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 59, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 57, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-28 (score 56, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 55, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 54)

First indexed and scored.

## MCP tools (7)

### `search_syllabus` (~95 tokens)

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'.

Input parameters:

- `k` (integer)
- `level`
- `query` (string, required)

### `get_lesson` (~51 tokens)

Fetch the full study content of a single lesson.

    Args:
        lesson_id: Lesson identifier, e.g. 'junior-theory-1-4'.

Input parameters:

- `lesson_id` (string, required)

### `list_lessons` (~69 tokens)

List lesson metadata. Filter by level/category.

    Args:
        level: 'junior' | 'senior' | 'vidwat'.
        category: e.g. 'theory-1', 'practical-1', etc.

Input parameters:

- `category`
- `level`

### `list_classes` (~56 tokens)

List recent class journal entries (date descending).

    Args:
        level: optional level filter.
        limit: max number of classes (1-100, default 20).

Input parameters:

- `level`
- `limit` (integer)

### `get_class` (~29 tokens)

Fetch a single class journal entry with its items and practice log.

Input parameters:

- `class_id` (string, required)

### `ask_venuvidya` (~101 tokens)

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'.

Input parameters:

- `language` (string)
- `level`
- `question` (string, required)

### `log_practice_session` (~144 tokens)

Log a practice session against a class item. Requires admin_pin.

    Args:
        class_id: Parent class id.
        item_id: Item id inside the class (kriti/varna/etc.).
        practiced_on: Date in YYYY-MM-DD.
        duration_min: Duration in minutes.
        notes: Free-text notes.
        rating: Self-rating 1-5.
        admin_pin: Admin PIN required for writes.

Input parameters:

- `admin_pin`
- `class_id` (string, required)
- `duration_min` (integer)
- `item_id` (string, required)
- `notes`
- `practiced_on` (string, required)
- `rating`

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/pradeep-anantha-venuvidya/api-mcp#diagnostics

## Score history

- 2026-08-03: 61
- 2026-08-02: 60
- 2026-08-01: 60
- 2026-07-31: 59
- 2026-07-30: 57
- 2026-07-29: 56
- 2026-07-28: 56
- 2026-07-27: 55
- 2026-07-26: 54

## Links

- Remote endpoint: https://venuvidya-backend-production.up.railway.app/api/mcp/
- Website: https://venuvidya.vercel.app/
- Changelog RSS feed: https://verifymcp.io/servers/pradeep-anantha-venuvidya/api-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/pradeep-anantha-venuvidya/api-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/pradeep-anantha-venuvidya/api-mcp