# AIFinder

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

- name: im.aifinder/aifinder
- version: 1.0.0
- connection class: R1 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 89/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/im.aifinder%2Faifinder
- tools: https://api.protogrid.dev/v1/servers/im.aifinder%2Faifinder/tools

**An agent can connect on its own if it already holds `AIFINDER_TOKEN`.** Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "aifinder": {
      "type": "http",
      "url": "https://aifinder.im/mcp",
      "headers": {
        "Authorization": "Bearer ${AIFINDER_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${AIFINDER_TOKEN}`.

## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-0d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 89/100 (new)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 5 of 5 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,033 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 0 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 5, about 1,033 tokens to load them all
- tool set hash: 0a2b520673296d4413c5816eb096d9a4
- badge: [![protogrid quality](https://protogrid.dev/badge/im.aifinder/aifinder.svg)](https://protogrid.dev/servers/im.aifinder/aifinder)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://aifinder.im/mcp (streamable-http, auth api_key ${AIFINDER_TOKEN}, reachable true, uptime30d 1)

## Packages

_none_

## Tools (5)

- `compare_category`: 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.
- `find_alternatives`: 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).
- `get_ai_service`: 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.
- `list_categories`: 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.
- `search_ai_services`: 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.