USAnaru™ MCP server

• Registry namecom.usanaru/schoolsverified in the MCP registry

The registry name sits under usanaru.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-27
• Tools24
• Server calls itselfusanaru
• Server version2.0.0
• Protocol version2025-06-18

On 2026-10-27 the server answered initialize and tools/list without a sign-in. First answer in 91 ms.

• Its tools do every use case we checked: filter boarding schools by region, grade, and gender; confirm a school is on the SEVP list for F-1 visas; compare boarding school costs and admission requirements.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP score91 of 100answers 100 · does the job 100 · definitions 73 · context 72 · connects 100
• What an agent can do with it3 of 3 use cases
• Answered100% of days8 of 8 daily checks
• Median first answer209 ms
• Space in an agent's context≈ 8,369 tokensthe definitions of all its tools (24), which an agent carries on every turn
• Tool definitionsC · 73 of 100
• Typed results0 of 24 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 15 of 24
• Not saying whether it only reads or can destroy: 24 of 24

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• about

  What USAnaru™ is, where its school data come from, what 'candidate' vs 'verified' means, the required attribution, and the rule that USAnaru™ data may not be used commercially without a separate written license. Call this first if unsure…

• search_schools

  Search U.S. schools for international students — boarding schools by default — by facet filters (region, grades, gender, religion, program, visa, membership, boarding_style, kind), a word in the name or city (q) and a two-letter state…

• get_school

  One school in full: address, phone, website, grades, enrollment, teachers, every classification tag with its source and verified_at date, yearly facts (tuition, deadlines, I-20 …) with school year and source URL when recorded, NCES ID and…

• list_facets

  The classification taxonomy (facets and values with English and Korean names) and how many public schools have each value, optionally under filters (same filters as search_schools). Also lists the yearly fact keys and units. Use it to…

• check_sevp

  Is a school SEVP-certified (can it issue the I-20 for an F-1 student visa)? Give slug (a USAnaru™ school) or name with optional state, or an SEVP campus code. Answers from the U.S. DHS SEVP certified school list (list date included) with…

• compare_schools

  Compare 2 to 5 schools side by side: a table of location, grades, enrollment, student-teacher ratio, SEVP code, every facet and any yearly facts, plus each school's full record. Source: USAnaru™ (https://usanaru.com). When you use this…

• search_news

  Search USAnaru™ news and guides for international students (U.S. boarding schools, F-1 and J-1 visas, the Form I-20, admissions, college pathways, costs, guardians and student life) by words (q), topic, category or a linked school. Each…

• get_school_news

  News for one school: short school updates (awards, college results, athletics, arts, events …) summarized in USAnaru™'s own words with the original source link and date, plus USAnaru™ articles and guides that cover the school. Source…

• get_school_videos

  Official videos of one school from the school's own YouTube channel (found via Wikidata or the school's website): campus tours, admissions and student-life videos with title, YouTube watch link, publish date, kind and channel. Links and…

• list_help_organizations

  Organizations that help international families with U.S. boarding schools — study-abroad agencies, U.S. guardian services and exchange & student program organizations (J-1 Secondary School Student sponsors and CSIET F-1 programs)…

• get_help_organization

  One help organization in full (public facts only): kind, programs, languages, office, services, how fees work, FAQ, program facts each with its date and who provided them, official-list status and the page URL. Use the slug from…

• list_documents

  USAnaru™ library of documents, forms and rules for F-1 and J-1 students at U.S. (boarding) schools: Form I-20, DS-2019, SEVIS I-901 fee, DS-160, visa interview fee, I-94, the F-1 public-high-school 12-month limit, J-1 secondary school…

• get_document

  One USAnaru™ document page in full: summary, who issues it, when in the process, official cost, steps, common mistakes, explanation, FAQ, official sources with the date each was checked, related documents, and for templates the…

• check_regulation

  A federal regulation USAnaru™ watches weekly through the eCFR API (e.g. 8cfr214.2f = F-1 students, 8cfr214.2j = J-1, 8cfr214.13 = SEVIS fee, 22cfr62.25 = J-1 secondary school students, 22cfr22.1 = visa fees, 22cfr41.103 = DS-160)…

• list_events

  Upcoming industry events (conferences and fairs such as ICEF, NAFSA, CSIET) for study-abroad agencies, schools and program organizations: name, dates, place and the official page, read from the organizers' own pages and checked weekly…

• get_test_dates

  Official 2026–27 dates for tests students take for U.S. schools: SSAT, ISEE (boarding-school admission), TOEFL iBT, TOEFL Junior, Duolingo English Test, IELTS, PSAT/NMSQT, PSAT 10, PSAT 8/9, SAT, ACT, AP Exams and MAA AMC 8 / AMC 10/12 /…

• get_state_policy

  Grade placement and acceleration for students at U.S. schools: a guide to how schools place international students by age and transcript (schools decide), school years compared with Korea, China, Vietnam and Mexico, and state-by-state…

• get_rankings

  U.S. boarding schools sorted by one published fact — by = college (share of graduates going to 4-year colleges), tuition-low / tuition-high (boarding tuition), small-classes (students per teacher), oldest (year founded), asian (share of…

• get_network

  Boarding school network map: who is connected in U.S. boarding education — State Department J-1 sponsors, CSIET F-1 programs, SEVP-certified boarding schools, school associations (TABS, NAIS, NCGS, AMCS) and AIRC-certified agencies by…

• ask_usanaru

  Ask USAnaru™ a question about U.S. boarding schools in any of 5 languages (en, es, ko, zh, vi) — scores, tuition, financial aid, visas, documents, guardians, exchange programs or a school by name. Answers come only from USAnaru™ data…

• find_schools_by_scores

  Which U.S. boarding schools fit a student's scores: compares TOEFL iBT, Duolingo, IELTS, SSAT percentile and a yearly budget with the minimum English scores, average SSAT of admitted students and boarding tuition each school publishes on…

• get_school_views

  Who read each U.S. boarding school page on USAnaru™ — people (one visit per visitor per day), AI assistants answering a question, AI learning/indexing, search engines and other bots, each agent by name (GPTBot, ClaudeBot, Amazonbot …)…

• get_headlines

  Latest headlines about studying in the U.S., student visas, U.S. entry and travel rules, and working in the U.S. (OPT, H-1B) — from U.S. government sources (USCIS, White House, State Department, Study in the States, Federal Register) and…

• find_helpers

  Verified organizations that help international students and families: study-abroad agencies (role agent — before admission), U.S. guardian services (role guardian — after admission, matched to schools by coverage; guardians carry…