Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Japan business regulations, compliance, travel, protocols, memory — 10 knowledge domains, 23 tools.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
EDITION_API_URL, EDITION_API_KEY비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"edition-api": {
"command": "npx",
"args": [
"-y",
"edition-mcp-server"
],
"env": {
"EDITION_API_URL": "your-value",
"EDITION_API_KEY": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add edition-api --env EDITION_API_URL=your-value --env EDITION_API_KEY=your-value -- npx -y edition-mcp-server실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"edition-api": {
"command": "npx",
"args": [
"-y",
"edition-mcp-server"
],
"env": {
"EDITION_API_URL": "your-value",
"EDITION_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"edition-api": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"edition-mcp-server"
],
"env": {
"EDITION_API_URL": "your-value",
"EDITION_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
EDITION_API_URL env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 hiroshic9-png 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: EDITION_API_KEY
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.3.1)은 6개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Japan Knowledge Gateway for autonomous AI agents.
20 knowledge domains · 43 MCP tools · 7 Skills Packs · 100+ REST endpoints Verified ground truth for operating in the Japanese market. Quality score: 97.8/100.
Production API: api.edition.sh — Free beta, no registration required.
Interactive Demo: Tourist Agent Demo — Watch 6 domains work together in real-time.
AI agents working in Japan hit walls that generic LLMs can't solve:
| Challenge | What goes wrong |
|---|---|
| Keigo (敬語) | 「お持ちすれば喜ばれるかと存じます」 — hidden subject, layered honorifics, uncertainty expression. Generic NLP treats this as noise. |
| Implicit agreements | Japanese business communication rarely states things directly. Agents need cultural decoding. |
| Regulatory maze | 10+ industries with overlapping national/prefectural regulations, most documentation only in Japanese. |
| Procedural complexity | Company incorporation, visa, banking — each requires 5-8 steps with specific documents, deadlines, and costs. |
EDITION provides verified, structured intelligence that agents can use as ground truth instead of hallucinating cultural nuances, legal requirements, and procedural details.
| # | Domain | Tools | What it covers |
|---|---|---|---|
| 1 | Memory | memory_store memory_recall memory_facts memory_context memory_extract | Three-layer persistent memory (Episode/Fact/Context) with Japanese keigo analysis and social hierarchy detection |
| 2 | Regulation | regulation_check regulation_industries regulation_tourist | 10 industries (food, real estate, finance, healthcare, construction, education, transport, retail, IT, manufacturing) + tourist compliance |
| 3 | Protocol | protocol_check protocol_list | Nemawashi, ringi, hourensou, meishi koukan, sekijun, zoutou — step-by-step procedures with cultural context |
| 4 | Calendar | calendar_check calendar_list | Fiscal year (April start), Golden Week, Obon, year-end, gift seasons, administrative deadlines |
| 5 | Regional | regional_check regional_list | Tokyo vs Osaka negotiation styles, local subsidies, prefectural regulations, dialect considerations |
| 6 | Organization | organization_check organization_list | Keiretsu networks, corporate hierarchy (bucho/kacho), payment customs (net-60), contract practices |
| 7 | Foreign Entry | foreign_entry_check foreign_entry_list | 6 categories: company incorporation (KK/GK), management visa, bank account, real estate, tax registration, employee hiring |
| 8 | Travel | travel_search travel_list | Shinkansen, IC cards, ryokan etiquette, onsen rules, restaurant ordering, tipping customs |
| 9 | Entertainment | entertainment_search entertainment_list | Oshi-katsu fan culture, anime pilgrimage, live event manners, seasonal festivals |
| 10 | Daily Life | daily_life_search daily_life_list | Postal/address systems, garbage sorting by municipality, utilities (electricity/gas/water/NHK), healthcare navigation |
| 11 | Language | language_search language_list | Keigo honorific system, counter words (josushi), name/address structure, business Japanese templates |
| 12 | Food Culture | food_search food_list | Dining etiquette, cuisine classification, restaurant navigation (shokkenki, izakaya, sushi counter), dietary restrictions (halal, vegetarian, allergies) |
| 13 | Disaster & Safety | disaster_search disaster_list | Earthquake shindo scale & EEW, typhoon warning levels, emergency contacts (110/119/118), preparedness checklists |
| 14 | Healthcare | healthcare_search healthcare_list | National health insurance, hospital navigation, prescription system, medical Japanese terminology |
| 15 | Education | education_search education_list | School system (6-3-3-4), entrance exams, international schools, university admission for foreigners |
| 16 | Real Estate | real_estate_search real_estate_list | Rental process (shikikin/reikin/hoshoukin), property types, foreigner-friendly agencies, contract terms |
| 17 | Tax | tax_search tax_list | Income tax, consumption tax, withholding, year-end adjustment, tax filing for foreigners and businesses |
| 18 | Banking & Finance | banking_search banking_list | Bank account types, remittance, fintech services, corporate banking, payment systems |
| 19 | Visa & Immigration | visa_search visa_list | Visa categories, status of residence, renewal procedures, permanent residency, naturalization |
| 20 | Cross-Domain | search | Search all 20 domains simultaneously with a single query |
Pre-built knowledge packs that bundle domain expertise, SOPs, and tool orchestration instructions. Skills-aware agents can load these to gain structured Japan operational knowledge.
| Skill Pack | Domains | Use Case |
|---|---|---|
| japan-market-entry | regulation, foreign_entry, organization | Company incorporation, visa, banking |
| japan-business-ops | protocol, calendar, regional, language | Meetings, nemawashi, business Japanese |
| japan-travel-guide | travel, food, entertainment, disaster | Tourist assistance, dining, safety |
| japan-daily-living | daily_life, food, language | Utilities, garbage, healthcare |
| japan-cultural-context | protocol, organization, language | Implicit communication, hierarchy |
| japan-safety-compliance | disaster, regulation | Earthquake response, regulatory compliance |
| japan-governance-compliance | regulation, governance | Audit trails, compliance reporting, AI Act readiness |
→ Full Skills Pack documentation
EDITION includes built-in compliance audit trail tools for agents operating under governance requirements. Available in both Progressive Discovery and Legacy modes.
regulation_check → compliance_log → compliance_report
↓ ↓ ↓ Check rules Record audit Generate report
| Tool | Purpose |
|---|---|
compliance_log | Create immutable, timestamped audit record after any regulatory check |
compliance_report | Generate governance reports (summary / detailed / JSON) from audit trail |
Designed for EU AI Act (Aug 2026) and upcoming Japan AI governance compliance.
npx -y edition-mcp-server
Add to claude_desktop_config.json:
{
"mcpServers": { "edition": { "command": "npx", "args": ["-y", "edition-mcp-server"], "env": { "EDITION_API_URL": "https://api.edition.sh", "EDITION_API_KEY": "edition_dev_key_for_testing" } } } }
npx -y smithery mcp add hiroshi-c9/edition
# Cross-domain search
curl -X POST https://api.edition.sh/api/v1/search \ -H "Content-Type: application/json" \ -d '{"query": "How do I start a tech company in Tokyo?"}'
curl -X POST https://api.edition.sh/api/v1/regulation/check \ -d '{"action": "open restaurant", "industry": "food_service"}'
curl -X POST https://api.edition.sh/api/v1/protocol/check \ -d '{"query": "nemawashi consensus building"}'
Store episodes, auto-extract structured facts with keigo analysis, social hierarchy detection, and confidence scoring.
Input: "佐藤部長にはワインをお持ちすれば喜ばれるかと存じます"
Output: Subject: 佐藤 (役職: 部長) Predicate: 好む Object: ワイン Keigo: Level 2 (尊敬語) Hierarchy: superior Confidence: 0.7 (推測 — not stated as fact) Tense: present
Three-layer architecture:
| Category | Count | Details |
|---|---|---|
| Tools | 43 | All with annotations (readOnlyHint, destructiveHint, idempotentHint) |
| Resources | 2 | edition://domains (domain catalog), edition://quality (trust scores) |
| Prompts | 2 | japan_business_briefing (by industry), japan_travel_guide (by destination) |
| Method | Endpoint | Description |
|---|---|---|
| POST | /api/v1/memory/episodes | Store episode (auto_extract=true for auto fact extraction) |
| POST | /api/v1/memory/recall | Semantic search across episodes |
| GET | /api/v1/memory/facts | List structured facts |
| GET | /api/v1/memory/context | Session context summary |
| POST | /api/v1/memory/extract | Extract facts from text (store=true to persist) |
| Method | Endpoint | Description |
|---|---|---|
| POST | /api/v1/regulation/check | Check regulations (10 industries + tourist) |
| GET | /api/v1/regulation/industries | List all regulated industries |
| GET | /api/v1/regulation/tourist | Tourist regulation categories |
| Method | Endpoint | Description |
|---|---|---|
| POST | /api/v1/protocol/check | Search business protocols |
| GET | /api/v1/protocol/list | List all protocols |
| POST | /api/v1/calendar/check | Search business calendar |
| GET | /api/v1/calendar/list | List calendar categories |
| POST | /api/v1/regional/check | Search regional differences |
| GET | /api/v1/regional/list | List regional categories |
| POST | /api/v1/organization/check | Search organizational structures |
| GET | /api/v1/organization/list | List organization categories |
| Method | Endpoint | Description |
|---|---|---|
| POST | /api/v1/foreign-entry/check | Foreign market entry guides |
| GET | /api/v1/foreign-entry/list | List entry categories (6 total) |
| Method | Endpoint | Description |
|---|---|---|
| POST | /api/v1/travel/search | Travel intelligence |
| POST | /api/v1/entertainment/search | Entertainment & pop culture |
| POST | /api/v1/daily-life/search | Daily life knowledge |
| POST | /api/v1/language/search | Japanese language |
| POST | /api/v1/food/search | Food culture |
| POST | /api/v1/disaster/search | Disaster & safety |
| POST | /api/v1/healthcare/search | Healthcare system |
| POST | /api/v1/education/search | Education system |
| POST | /api/v1/real-estate/search | Real estate |
| POST | /api/v1/tax/search | Tax system |
| POST | /api/v1/banking/search | Banking & finance |
| POST | /api/v1/visa/search | Visa & immigration |
| Method | Endpoint | Description |
|---|---|---|
| POST | /api/v1/search | Search all 20 domains simultaneously |
All knowledge entries include:
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요