# AIFinder (remote · aifinder.im)

Find AI tools with verified Korean UI, KRW pricing, Korean business info and trial conditions.

- Trust score: 75/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-04

## Components

- remote · `aifinder.im`: 75/100 (this document), [markdown](https://verifymcp.io/servers/im-aifinder-aifinder/aifinder.md), [page](https://verifymcp.io/servers/im-aifinder-aifinder/aifinder)

## Channel facts

- Endpoint: `https://aifinder.im/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## 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**: 74/100
  - 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.
  - 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**: 63/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 870 tokens (~174/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 50/100
  - Stability observed for 15 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 89/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 67% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 6 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 AIFinder MCP server?

AIFinder is a hosted endpoint at https://aifinder.im/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 im-aifinder-aifinder 'https://aifinder.im/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "im-aifinder-aifinder": {
      "url": "https://aifinder.im/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "im-aifinder-aifinder": {
      "type": "http",
      "url": "https://aifinder.im/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.im-aifinder-aifinder]
url = "https://aifinder.im/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "im-aifinder-aifinder": {
      "type": "remote",
      "url": "https://aifinder.im/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add im-aifinder-aifinder --url 'https://aifinder.im/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  im-aifinder-aifinder:
    url: "https://aifinder.im/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "im-aifinder-aifinder": {
      "Transport": "http",
      "Url": "https://aifinder.im/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add im-aifinder-aifinder -t streamable-http -u 'https://aifinder.im/mcp'
```

### Other

```json
{
  "mcpServers": {
    "im-aifinder-aifinder": {
      "type": "http",
      "url": "https://aifinder.im/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 75, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 74, 0)

- [security] Tool “compare_category” rewrote its description, which is the text the model reads
- [security] Tool “find_alternatives” rewrote its description, which is the text the model reads
- [security] Tool “get_ai_service” rewrote its description, which is the text the model reads
- [security] Tool “list_categories” rewrote its description, which is the text the model reads
- [security] Tool “search_ai_services” rewrote its description, which is the text the model reads
- [functional] Server version: 1.0.0 → 1.0.1

### 2026-11-01 (score 74, +1)

No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-30 (score 73, +1)

No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-28 (score 72, +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.

### 2026-10-25 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-23 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-21 (score 69, +1)

- [functional improvement] Stability: unverified → 0.03

## MCP tools (5)

### `search_ai_services` (~294 tokens)

AI 서비스 검색

[AIFinder - 한국어 되는 AI 찾기] Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial conditions are verified on each official site. Accepts natural-language Korean or English queries and filters. Returns up to 10 services per call with measurement dates and AIFinder links.
AIFinder 에 수록된 AI 서비스를 검색합니다. 한국어 화면·원화·국내 사업자·체험 조건 실측값으로 거를 수 있습니다.

Input parameters:

- `category` (string): Primary or secondary category slug (see list_categories). Korean category names are also accepted.
- `korean` (string): ui = Korean UI verified, krw = KRW prices, kr = Korean business, native = made in Korea
- `limit` (integer)
- `page` (integer)
- `platform` (string)
- `pricing` (string)
- `query` (string): Keywords or a sentence, e.g. '회의록 요약', 'meeting notes'. Omit to browse by filters only.
- `sort` (string): popular = most visited on AIFinder, attention = web popularity within category, recent = newly listed
- `try` (string): instant = usable without sign-up, free = free to start, nocard = no card required, demo = demo available

### `get_ai_service` (~133 tokens)

AI 서비스 상세

[AIFinder - 한국어 되는 AI 찾기] Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods and links. Pass the `key` from search results or the service's official URL.
서비스 하나의 상세 정보(국문 설명, 한국어·체험 실측 근거, 가격, 링크)를 돌려줍니다.

Input parameters:

- `key` (string): Service key from search results, e.g. 'notion.so'
- `url` (string): Official site URL, used when the key is unknown

### `find_alternatives` (~110 tokens)

대안 서비스

[AIFinder - 한국어 되는 AI 찾기] Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.
같은 분야의 대안 서비스를 찾습니다(규칙 기반, 광고·평점 미반영).

Input parameters:

- `key` (string, required): Service key from search results
- `korean_ui_only` (boolean): Only alternatives whose Korean UI was verified
- `limit` (integer)

### `compare_category` (~108 tokens)

분야 비교

[AIFinder - 한국어 되는 AI 찾기] Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.
2차 분류 하나의 상위 서비스를 한국어·원화·시작가·체험 조건으로 비교합니다.

Input parameters:

- `category` (string, required): Secondary category slug (see list_categories)
- `limit` (integer)
- `sort` (string): korean = Korean suitability first

### `list_categories` (~90 tokens)

분류 목록

[AIFinder - 한국어 되는 AI 찾기] List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.
분류 slug·한국어 이름·서비스 수 목록입니다. 다른 도구의 category 값으로 씁니다.

Input parameters:

- `parent` (string): Primary category slug to list only its subcategories

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/im-aifinder-aifinder/aifinder#diagnostics

## Score history

- 2026-11-04: 75
- 2026-11-03: 75
- 2026-11-02: 74
- 2026-11-01: 74
- 2026-10-31: 73
- 2026-10-30: 73
- 2026-10-29: 72
- 2026-10-28: 72
- 2026-10-27: 71
- 2026-10-26: 71
- 2026-10-25: 71
- 2026-10-24: 70
- 2026-10-23: 70
- 2026-10-22: 69
- 2026-10-21: 69
- 2026-10-20: 68

## Common questions

### What is the AIFinder MCP server?

AIFinder is an MCP server listed in the public MCP registry as im.aifinder/aifinder. Find AI tools with verified Korean UI, KRW pricing, Korean business info and trial conditions. This page covers its hosted endpoint (https://aifinder.im/mcp).

### Is the AIFinder MCP server safe to use?

AIFinder scores 75 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 AIFinder MCP server expose?

AIFinder exposes 5 tools: search_ai_services, get_ai_service, find_alternatives, compare_category, list_categories. Their descriptions and schemas cost roughly 735 tokens of context every time the server is loaded.

### Does the AIFinder MCP server require authentication?

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

### Is the AIFinder MCP server still maintained?

AIFinder 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://aifinder.im/mcp
- Authorisation metadata: https://aifinder.im/.well-known/oauth-protected-resource/mcp
- Website: https://aifinder.im/
- Changelog RSS feed: https://verifymcp.io/servers/im-aifinder-aifinder/aifinder.xml
- Changelog JSON feed: https://verifymcp.io/servers/im-aifinder-aifinder/aifinder.json
- HTML version of this page: https://verifymcp.io/servers/im-aifinder-aifinder/aifinder