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AIFinder

REMOTE · AIFINDER.IM

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

Available components

+3 this week 75 Trust /100

Last scanned (17 hours ago)

Scores higher than 64% of remote servers

Reachable. Last reached 4 Nov 2026.

Category AI and Machine Learning

Trust breakdown (7 categories)

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. How we score → Why this is hard to score →

Endpoint Security74
Transport & Reachability100
Schema Quality & AI Usability63
  • AI-judged instruction clarity (good).Pass
  • 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. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management50
  • Stability observed for 15 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage89
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 67% of tool parameters carry a description.Partial
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Nov 26 +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.

  • 2 Nov 26 0
    • 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 security
    • Server version: 1.0.0 → 1.0.1 functional
  • 1 Nov 26 +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.

  • 30 Oct 26 +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.

  • 28 Oct 26 +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.

  • 25 Oct 26 +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.

  • 23 Oct 26 +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.

  • 21 Oct 26 +1
    • Stability: unverified → 0.03 ▲ functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 4 Nov 2026 · Probed https://aifinder.im/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=aifinder.im CN=WR3,O=Google Trust Services,C=US 6 Oct 2026 4 Jan 2027 RSA 2048 SHA256-RSA 59f85dac0763534102c96467a90588e
SANs: aifinder.im, *.aifinder.im
CN=WR3,O=Google Trust Services,C=US (CA) CN=GTS Root R1,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 RSA 2048 SHA256-RSA 7ff005a91568d63abc22861684aa4b5a
CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 19 Jun 2020 28 Jan 2028 RSA 4096 SHA256-RSA 77bd0d6cdb36f91aea210fc4f058d30d

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of aifinder.im. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
im. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://aifinder.im/mcp Verified 200
http (plaintext) http://aifinder.im/mcp HTTPS enforced 301 https://aifinder.im:443/mcp
MCP tools · 5 exposed · ~735 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
compare_category ~108

[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.

NameTypeReqDescription
categorystringyesSecondary category slug (see list_categories)
limitinteger––
sortstring–korean = Korean suitability first

No output schema declared.

No examples provided.

find_alternatives ~110

[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).

NameTypeReqDescription
keystringyesService key from search results
korean_ui_onlyboolean–Only alternatives whose Korean UI was verified
limitinteger––

No output schema declared.

No examples provided.

get_ai_service ~133

[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.

NameTypeReqDescription
keystring–Service key from search results, e.g. 'notion.so'
urlstring–Official site URL, used when the key is unknown

No output schema declared.

No examples provided.

list_categories ~90

[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.

NameTypeReqDescription
parentstring–Primary category slug to list only its subcategories

No output schema declared.

No examples provided.

search_ai_services ~294

[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.

NameTypeReqDescription
categorystring–Primary or secondary category slug (see list_categories). Korean category names are also accepted.
koreanstring–ui = Korean UI verified, krw = KRW prices, kr = Korean business, native = made in Korea
limitinteger––
pageinteger––
platformstring––
pricingstring––
querystring–Keywords or a sentence, e.g. '회의록 요약', 'meeting notes'. Omit to browse by filters only.
sortstring–popular = most visited on AIFinder, attention = web popularity within category, recent = newly listed
trystring–instant = usable without sign-up, free = free to start, nocard = no card required, demo = demo available

No output schema declared.

No examples provided.

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.

remote · aifinder.im

# add to Claude Code
claude mcp add --transport http im-aifinder-aifinder 'https://aifinder.im/mcp'
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.