# AI Monk Index (remote · aniccaai.com)

Research monk avatars, products and video playbooks with sources and labelled uncertainty.

- Trust score: 74/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-04

## Components

- remote · `aniccaai.com`: 74/100 (this document), [markdown](https://verifymcp.io/servers/daisuke134-ai-monk-index/netlify-functions-ai-monk-mcp.md), [page](https://verifymcp.io/servers/daisuke134-ai-monk-index/netlify-functions-ai-monk-mcp)

## Channel facts

- Endpoint: `https://aniccaai.com/.netlify/functions/ai-monk-mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.4.19`

## 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 2026-11-04.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - 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**: 62/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 648 tokens (~108/item across 6 items; 6 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 40/100
  - Stability observed for 12 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the AI Monk Index MCP server?

AI Monk Index is a hosted endpoint at https://aniccaai.com/.netlify/functions/ai-monk-mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http daisuke134-ai-monk-index 'https://aniccaai.com/.netlify/functions/ai-monk-mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "daisuke134-ai-monk-index": {
      "url": "https://aniccaai.com/.netlify/functions/ai-monk-mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "daisuke134-ai-monk-index": {
      "type": "http",
      "url": "https://aniccaai.com/.netlify/functions/ai-monk-mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.daisuke134-ai-monk-index]
url = "https://aniccaai.com/.netlify/functions/ai-monk-mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "daisuke134-ai-monk-index": {
      "type": "remote",
      "url": "https://aniccaai.com/.netlify/functions/ai-monk-mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add daisuke134-ai-monk-index --url 'https://aniccaai.com/.netlify/functions/ai-monk-mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  daisuke134-ai-monk-index:
    url: "https://aniccaai.com/.netlify/functions/ai-monk-mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "daisuke134-ai-monk-index": {
      "Transport": "http",
      "Url": "https://aniccaai.com/.netlify/functions/ai-monk-mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add daisuke134-ai-monk-index -t streamable-http -u 'https://aniccaai.com/.netlify/functions/ai-monk-mcp'
```

### Other

```json
{
  "mcpServers": {
    "daisuke134-ai-monk-index": {
      "type": "http",
      "url": "https://aniccaai.com/.netlify/functions/ai-monk-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.

### 2026-11-03 (score 74, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-31 (score 73, +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.

### 2026-10-29 (score 72, +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.

### 2026-10-27 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-25 (score 70, +1)

- [functional] Server version: 0.4.19 → 0.4.20

### 2026-10-24 (score 69, 0)

- [security] The server rewrote its instructions, which are the text every model session reads
- [functional improvement] Stability: unverified → 0.03
- [functional] Server version: 0.4.17 → 0.4.19
- [functional] Server version: 0.4.15 → 0.4.17
- [functional] Server version: 0.4.14 → 0.4.15
- [functional] Server version: 0.4.13 → 0.4.14
- [functional] Server version: 0.4.11 → 0.4.13
- [functional] Server version: 0.4.9 → 0.4.11
- [functional] Server version: 0.4.7 → 0.4.9

### 2026-10-23 (score 69)

First indexed and scored.

## MCP tools (6)

### `search_ai_monks` (~146 tokens)

Search AI Monk Index

Search monk profiles and pending research candidates by name/handle, provenance, language, platform and region. Excludes illustrated/watercolor storytelling channels. Paginated; latest single-platform audience order by default; optional sampled-video views or reported three-month USD gross-revenue order. Missing metrics are not zero. Returns provenance, directory_scope and unknowns; candidate inclusion does not confirm AI production or video format.

Input parameters:

- `language` (string)
- `limit` (integer)
- `offset` (integer)
- `platform` (string)
- `query` (string)
- `region` (string)
- `sort` (string)
- `status` (string)

### `get_ai_monk` (~62 tokens)

Get AI monk research profile

Retrieve one exact directory profile ID, its complete research record and referenced sources. Includes pending candidates with their directory_scope, identity conflicts and unknowns. Illustrated channels are excluded; candidate inclusion does not confirm AI production or video format.

Input parameters:

- `id` (string, required)

### `ai_monk_index_stats` (~62 tokens)

AI Monk Index coverage

Return directory record/source counts, AI status counts and snapshot methodology. Metadata separates the full research archive from directory coverage. Directory counts include evidence-reviewed video personas and pending research candidates; illustrated channels are excluded. AI status counts do not establish reviewed video-avatar evidence.

### `top_formats` (~68 tokens)

Top AI monk video formats and hooks

Observed AI monk video samples ranked by latest dated public views, with title, duration, upload date and structure_summary (format, hook and script pattern). Optional account_id. Views are sampled-video observations, not channel totals.

Input parameters:

- `account_id` (string)
- `limit` (integer)

### `how_they_monetize` (~76 tokens)

How AI monk accounts monetize

Offers (type, name, listed or base price, currency, URL), separate localized presentment observations, seller counters, creator revenue claims and revenue observations for AI monk accounts, plus counts by offer type. Optional account_id. Prices are not orders; claims are unaudited.

Input parameters:

- `account_id` (string)

### `winning_playbooks` (~58 tokens)

Winning AI monk playbooks

Source-linked playbooks published by successful AI monk creators (e.g. Yang Mun by Shalev): script formula, winning hooks with reported views, voice, posting cadence, funnel to product and monetization. Creator claims are unaudited.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/daisuke134-ai-monk-index/netlify-functions-ai-monk-mcp#diagnostics

## Score history

- 2026-11-04: 74
- 2026-11-03: 74
- 2026-11-02: 73
- 2026-11-01: 73
- 2026-10-31: 73
- 2026-10-30: 72
- 2026-10-29: 72
- 2026-10-28: 71
- 2026-10-27: 71
- 2026-10-26: 70
- 2026-10-25: 70
- 2026-10-24: 69
- 2026-10-23: 69

## Common questions

### What is the AI Monk Index MCP server?

AI Monk Index is an MCP server listed in the public MCP registry as io.github.Daisuke134/ai-monk-index. Research monk avatars, products and video playbooks with sources and labelled uncertainty. This page covers its hosted endpoint (https://aniccaai.com/.netlify/functions/ai-monk-mcp).

### Is the AI Monk Index MCP server safe to use?

AI Monk Index scores 74 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the AI Monk Index MCP server expose?

AI Monk Index exposes 6 tools: search_ai_monks, get_ai_monk, ai_monk_index_stats, top_formats, how_they_monetize, winning_playbooks. Their descriptions and schemas cost roughly 472 tokens of context every time the server is loaded.

### Does the AI Monk Index MCP server require authentication?

No. We connected to AI Monk Index without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the AI Monk Index MCP server still maintained?

AI Monk Index is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://aniccaai.com/.netlify/functions/ai-monk-mcp
- Repository: https://github.com/Daisuke134/anicca-products
- Website: https://aniccaai.com/ai-monk-database/support
- Changelog RSS feed: https://verifymcp.io/servers/daisuke134-ai-monk-index/netlify-functions-ai-monk-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/daisuke134-ai-monk-index/netlify-functions-ai-monk-mcp.json
- HTML version of this page: https://verifymcp.io/servers/daisuke134-ai-monk-index/netlify-functions-ai-monk-mcp