Japan Operations OS for AI agents. 10 knowledge domains, 23 MCP tools for the Japanese market.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Japan Knowledge Gateway for autonomous AI agents.
20 knowledge domains Β· 43 MCP tools Β· 7 Skills Packs Β· 100+ REST endpoints Verified ground truth for operating in the Japanese market. Quality score: 97.8/100.
Production API: api.edition.sh β Free beta, no registration required.
Interactive Demo: Tourist Agent Demo β 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 (ζ¬θͺ) | γγζγ‘γγγ°εγ°γγγγ¨εγγΎγγ β 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 β 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 β 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 |
β 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.
| 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.
Add to claude_desktop_config.json:
Store episodes, auto-extract structured facts with keigo analysis, social hierarchy detection, and confidence scoring.
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) |
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