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guru.goanywhere/storefront

REMOTE · GOANYWHERE.GURU · SCANNED SEP 21

US college admissions fit (College Scorecard bands) + verified admitted-student mentor search.

Available components

0 this week 86 Trust /100
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 Security80
Transport & Reachability100
Schema Quality & AI Usability69
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1029 tokens (~205/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 Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage98
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 94% 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
Install

How do I install the guru.goanywhere/storefront MCP server?

guru.goanywhere/storefront is a hosted endpoint at https://goanywhere.guru/api/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 · goanywhere.guru

# add to Claude Code
claude mcp add --transport http guru-goanywhere-storefront 'https://goanywhere.guru/api/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "guru-goanywhere-storefront": {
      "url": "https://goanywhere.guru/api/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "guru-goanywhere-storefront": {
      "type": "http",
      "url": "https://goanywhere.guru/api/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.guru-goanywhere-storefront]
url = "https://goanywhere.guru/api/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "guru-goanywhere-storefront": {
      "type": "remote",
      "url": "https://goanywhere.guru/api/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add guru-goanywhere-storefront --url 'https://goanywhere.guru/api/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  guru-goanywhere-storefront:
    url: "https://goanywhere.guru/api/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "guru-goanywhere-storefront": {
      "Transport": "http",
      "Url": "https://goanywhere.guru/api/mcp"
    }
  }
}
# add to Vellum
assistant mcp add guru-goanywhere-storefront -t streamable-http -u 'https://goanywhere.guru/api/mcp'
// mcp.json
{
  "mcpServers": {
    "guru-goanywhere-storefront": {
      "type": "http",
      "url": "https://goanywhere.guru/api/mcp"
    }
  }
}

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

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.

  • 26 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 25 Aug 26 +1
    • Stability: 0.97 → pass security
  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 7 Aug 26 0
    • Tool “search_mentors” rewrote its description, which is the text the model reads security
    • Schema quality: 186 → 205 functional
    • “search_mentors” reworded the description of “major_field” cosmetic
    • “search_mentors” reworded the description of “query” cosmetic
  • 31 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 0

    First indexed and scored.

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 21 Sept 2026 · Probed https://goanywhere.guru/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=goanywhere.guru CN=YR2,O=Let's Encrypt,C=US 12 Sept 2026 11 Dec 2026 RSA 2048 SHA256-RSA 5d770dd99696b31cc4a665398e0ef48809c
SANs: goanywhere.guru
CN=YR2,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA 4ebd24947e24d394802d84a52fd5b319
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of goanywhere.guru. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
guru. present 35665 8 Verified
goanywhere.guru. 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
Header Value
strict-transport-security max-age=63072000

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

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://goanywhere.guru/api/mcp Verified 200
http (plaintext) http://goanywhere.guru/api/mcp HTTPS enforced 308 https://goanywhere.guru/api/mcp
MCP tools · 5 exposed · ~820 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
assess_admissions_fit ~140

학생의 시험 점수(SAT/ACT)와 목표 대학 목록을 받아, 확인 가능한 College Scorecard 실데이터 기반으로 학교별 REACH/MATCH/SAFETY 적합도를 분류합니다. 합격 확률 예측이 아닌 밴드 분류이며, 데이터가 있는 경우 점수 밴드·합격률 근거를 함께 반환합니다.

NameTypeReqDescription
actnumberACT 총점
satnumberSAT 총점
target_universitiesarrayyes목표 대학 이름 목록 (영문/한글/약칭 허용, 예: MIT, Harvard)

No output schema declared.

No examples provided.

capture_lead ~220

상담을 이어가고 싶은 사용자의 이메일과 선택 입력한 관심사를 저장합니다. 사용자가 명시적으로 연락받기를 원할 때만 호출하세요. **호출 전 반드시 개인정보 수집 고지를 사용자에게 전달하고 동의를 받으세요** — 개인정보 수집·이용 안내 — 목적: 입시 상담 연락. 수집 항목: 이메일 및 사용자가 직접 입력한 관심사(선택). 보관 기간: 목적 달성 또는 삭제 요청 시까지. 귀하는 동의를 거부할 권리가 있으며, 미동의 시 연락 안내가 제한될 수 있습니다. 삭제 요청·문의: yocan@goanywhere.guru. 자세한 내용: https://goanywhere.guru/privacy 저장 후 온보딩 링크를 안내합니다.

NameTypeReqDescription
emailstringyes사용자 이메일 (본인 동의 필수). 형식 오류 시 안내 메시지로 재질문됩니다.
intereststring사용자가 직접 입력한 관심사 (선택, 최대 500자)

No output schema declared.

No examples provided.

get_booking_options ~78

특정 멘토의 세션 옵션(15/30/60분)과 가격, 예약 딥링크를 반환합니다. 예약·결제는 goanywhere.guru 사이트에서 진행됩니다 (이 도구는 링크 안내까지만).

NameTypeReqDescription
mentor_idstringyessearch_mentors 가 반환한 mentor_id

No output schema declared.

No examples provided.

list_supported_universities ~130

적합도 진단이 지원되는 대학을 페이지 단위로 반환합니다. 합격률·SAT/ACT 밴드는 확인된 데이터가 있는 대학에만 포함되며, 없는 값은 null로 명시됩니다.

NameTypeReqDescription
countrystring국가 코드 (예: US)
limitinteger페이지 크기 (기본 25, 최대 50)
offsetinteger페이지 시작 위치 (기본 0)
with_test_bands_onlybooleantrue면 SAT 또는 ACT 밴드가 있는 대학만 반환

No output schema declared.

No examples provided.

search_mentors ~252

GoAnywhere의 승인된 합격생 멘토를 검색합니다. 실제 등록된 멘토만 반환하며(가상의 멘토 없음), 각 멘토의 학교·전공·합격 이력·평점·프로필 링크를 제공합니다. 조건 그대로 결과가 없으면 약한 조건부터 풀어 다시 찾고 broadened=true 와 푼 조건(relaxed)을 함께 반환합니다.

NameTypeReqDescription
limitnumber
major_fieldstring전공 계열 — 반드시 이 5개 중 하나: STEM | Humanities / Social Sciences | Business / Economics | Art / Design | Undecided. 더 좁은 전공은 query 로 검색하세요.
positionstring포지션: consultant(입시 컨설턴트) | tutor(과외)
querystring학교/전공 키워드. 사용자가 쓴 말 그대로 넣으면 됩니다 — 한국어 전공어는 서버가 영문 전공명으로 확장해 검색합니다.
regionstring입학 지역 (예: USA, UK)
subjectstring담당 과목 (과외)

No output schema declared.

No examples provided.

Common questions

What is the guru.goanywhere/storefront MCP server?

guru.goanywhere/storefront is an MCP server listed in the public MCP registry as guru.goanywhere/storefront. US college admissions fit (College Scorecard bands) + verified admitted-student mentor search. This page covers its hosted endpoint (https://goanywhere.guru/api/mcp).

Is the guru.goanywhere/storefront MCP server safe to use?

guru.goanywhere/storefront scores 86 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 guru.goanywhere/storefront MCP server expose?

guru.goanywhere/storefront exposes 5 tools: assess_admissions_fit, list_supported_universities, search_mentors, get_booking_options, capture_lead. Their descriptions and schemas cost roughly 820 tokens of context every time the server is loaded.

Does the guru.goanywhere/storefront MCP server require authentication?

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

Is the guru.goanywhere/storefront MCP server still maintained?

guru.goanywhere/storefront is still listed as active in the MCP registry. We last reached this channel on 21 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.