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The Edition Intelligence Platform provides AI agents with structured, verified knowledge of Japanese business, culture, and regulations through 43 tools across 20 domains. Memory & Knowledge Management * Store and recall conversational episodes with Japanese-aware keigo analysis, social hierarchy detection, and confidence scoring * Extract structured subject→predicate→object facts from Japanese text * Retrieve aggregated session context to inject into agent prompts Regulation & Compliance * Check regulatory requirements across 10 industries (food, real estate, finance, healthcare, construction, education, transport, retail, IT, manufacturing) * Access tourist compliance info (visa, tax-free shopping, transport, manners) * Log compliance events and generate audit reports (AI Act readiness) Business Intelligence * Look up business protocols: nemawashi, ringi, hourensou, meishi exchange, seating order * Access the Japanese business calendar: fiscal year cycles, Golden Week, Obon, gift seasons, administrative deadlines * Explore regional business differences (e.g., Tokyo vs. Osaka negotiation styles, local subsidies) * Understand organizational structures: keiretsu networks, corporate hierarchy, payment customs (net-60), contract practices Foreign Market Entry * Step-by-step guidance for company incorporation (KK/GK), management visas, bank account setup, real estate, tax registration, and hiring employees Travel, Lifestyle & Culture * Travel: shinkansen, IC cards, ryokan/onsen etiquette, tipping customs * Entertainment: oshi-katsu fan culture, anime pilgrimages, seasonal festivals * Daily life: garbage sorting, postal/address systems, utilities, healthcare navigation * Language: keigo honorific systems, counter words, business Japanese templates * Food: dining etiquette, restaurant systems, dietary restrictions (halal, vegetarian, allergies) Safety & Disaster Preparedness * Earthquake shindo scale, EEW alerts, typhoon warning levels, emergency contacts, and disaster checklists Cross-Domain Search * A single query searches all 20 domains simultaneously for comprehensive answers Access Tiers: Free tier covers 8 core domains (100 req/day); Pro ($2,980/mo) unlocks all 20 domains with full data quality guarantees (authoritative sources, verification dates, confidence scores, versioning).

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Edition Intelligence Platform

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The Edition Intelligence Platform provides AI agents with structured, verified knowledge of Japanese business, culture, and regulations through 43 tools across 20 domains.

Memory & Knowledge Management

Store and recall conversational episodes with Japanese-aware keigo analysis, social hierarchy detection, and confidence scoring
Extract structured subject→predicate→object facts from Japanese text
Retrieve aggregated session context to inject into agent prompts

Regulation & Compliance

Check regulatory requirements across 10 industries (food, real estate, finance, healthcare, construction, education, transport, retail, IT, manufacturing)
Access tourist compliance info (visa, tax-free shopping, transport, manners)
Log compliance events and generate audit reports (AI Act readiness)

Business Intelligence

Look up business protocols: nemawashi, ringi, hourensou, meishi exchange, seating order
Access the Japanese business calendar: fiscal year cycles, Golden Week, Obon, gift seasons, administrative deadlines
Explore regional business differences (e.g., Tokyo vs. Osaka negotiation styles, local subsidies)
Understand organizational structures: keiretsu networks, corporate hierarchy, payment customs (net-60), contract practices

Foreign Market Entry

Step-by-step guidance for company incorporation (KK/GK), management visas, bank account setup, real estate, tax registration, and hiring employees

Travel, Lifestyle & Culture

Travel: shinkansen, IC cards, ryokan/onsen etiquette, tipping customs
Entertainment: oshi-katsu fan culture, anime pilgrimages, seasonal festivals
Daily life: garbage sorting, postal/address systems, utilities, healthcare navigation
Language: keigo honorific systems, counter words, business Japanese templates
Food: dining etiquette, restaurant systems, dietary restrictions (halal, vegetarian, allergies)

Safety & Disaster Preparedness

Earthquake shindo scale, EEW alerts, typhoon warning levels, emergency contacts, and disaster checklists

Cross-Domain Search

A single query searches all 20 domains simultaneously for comprehensive answers

Access Tiers: Free tier covers 8 core domains (100 req/day); Pro ($2,980/mo) unlocks all 20 domains with full data quality guarantees (authoritative sources, verification dates, confidence scores, versioning).

EDITION Intelligence Platform

Glama Score

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.

Why EDITION?

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.

Related MCP server: Torify — Japanese Locale APIs for AI Agents

20 Knowledge Domains

#	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

Skills Packs (MCP Skills Primitive)

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

Governance Intelligence

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.

Quick Start

Option 1: npx (Recommended for Claude Desktop / Cursor)

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"
      }
    }
  }
}

Option 2: Smithery

npx -y smithery mcp add hiroshi-c9/edition

Option 3: REST API (Direct)

# 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?"}'

# Regulation check
curl -X POST https://api.edition.sh/api/v1/regulation/check \
  -d '{"action": "open restaurant", "industry": "food_service"}'

# Business protocol
curl -X POST https://api.edition.sh/api/v1/protocol/check \
  -d '{"query": "nemawashi consensus building"}'

Memory API — Japanese-aware Persistent Memory

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:

Episodes — raw conversation logs
Facts — structured knowledge (subject→predicate→object triples)
Context — aggregated session summaries per entity/topic

MCP Capabilities

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)

API Endpoints

Memory

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)

Regulation & Compliance

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

Business Intelligence

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

Market Entry

Method	Endpoint	Description
POST	`/api/v1/foreign-entry/check`	Foreign market entry guides
GET	`/api/v1/foreign-entry/list`	List entry categories (6 total)

Lifestyle & Culture

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

Cross-Domain

Method	Endpoint	Description
POST	`/api/v1/search`	Search all 20 domains simultaneously

Data Quality

All knowledge entries include:

source_url — Link to authoritative source (government websites, official organizations)
last_verified — Date of last verification
confidence — Verification status (verified / estimated)
version — Entry version with changelog

Sources include: 厚生労働省 (MHLW), 国税庁 (NTA), 法務省 (MOJ), 国土交通省 (MLIT), 経済産業省 (METI), 日本経団連 (Keidanren), JETRO, 入管庁 (ISA).

Tech Stack

Layer	Technology
API	FastAPI (Python)
Memory Store	SQLite + ChromaDB (vector search)
MCP Server	TypeScript (MCP SDK v1.12+)
LLM	Gemini / Claude / GPT (fact extraction)
Hosting	Render (api.edition.sh)

Agent Discovery

Protocol	Endpoint
MCP (Streamable HTTP)	`POST https://api.edition.sh/mcp`
A2A Agent Card	`GET https://api.edition.sh/.well-known/agent.json`
MCP Server Card	`GET https://api.edition.sh/.well-known/mcp/server-card.json`
OpenAPI / Swagger	`GET https://api.edition.sh/docs`

Agent Harness Compatible

EDITION is designed as a Tool Registry / Japan Knowledge Layer for agent harnesses. All 43 tools include MCP annotations (readOnlyHint, destructiveHint, idempotentHint), usage guidelines, and behavioral transparency metadata — enabling harness frameworks to auto-discover, evaluate, and integrate EDITION tools without manual configuration.

Freemium Access

Tier	Domains	Rate Limit	Price
Free	8 core domains	100 req/day	Free
Pro	All 20 domains (incl. tax, banking, healthcare, visa)	10,000 req/day	¥2,980/mo
Enterprise	All domains + priority support	Unlimited	Contact

Anonymous access defaults to Free tier. Register for an API key at POST /api/v1/auth/register.

Registries

Registry	Status
npm	✅ Published (v0.4.0)
Smithery	✅ Listed (43 tools)
Glama	✅ Grade A Coherence

Why Not Mem0 / Letta / Zep?

Those are excellent general-purpose memory tools. But they don't:

Parse Japanese keigo levels (丁寧語 / 尊敬語 / 謙譲語)
Detect implicit social hierarchy from honorific patterns
Score confidence based on Japanese speech patterns (断定 vs 推測 vs 伝聞)
Include a Japanese regulatory database with 20 knowledge domains

Japanese business context is structurally different. Agents need purpose-built infrastructure to navigate it.

License

MIT

Available Tools

31 tools

calendar_checkA

Read-onlyIdempotent

日本のビジネスカレンダー情報を検索します。祝日、決算期、贈答シーズン、行政締切、季節性ビジネスの5カテゴリ。

Inputs: query (required).

calendar_listA

Read-onlyIdempotent

日本のビジネスカレンダーの全カテゴリ一覧を取得します。

Inputs: no named parameters.

daily_life_listA

Read-onlyIdempotent

日本の日常生活知識のトピック一覧を取得します。

Inputs: no named parameters.

daily_life_searchA

Read-onlyIdempotent

日本の日常生活に関する知識を検索します。住所・郵便システム、ゴミ分別ルール、公共料金（電気・ガス・水道・NHK）、医療・健康保険制度。外国人が日本で生活するために必要な実用知識。

Inputs: query (required).

disaster_listA

Read-onlyIdempotent

日本の災害・安全知識のトピック一覧を取得します。

Inputs: no named parameters.

disaster_searchA

Read-onlyIdempotent

日本の災害・安全に関する知識を検索します。地震（震度スケール・緊急地震速報・耐震基準）、台風・水害（警戒レベル・計画運休）、緊急連絡先（110/119/多言語対応）、防災準備（防災バッグ・ハザードマップ・避難所マナー）。

Inputs: query (required).

entertainment_listA

Read-onlyIdempotent

日本のエンタメ知識のトピック一覧を取得します。

Inputs: no named parameters.

entertainment_searchA

Read-onlyIdempotent

日本のエンターテインメント・ポップカルチャーに関する知識を検索します。推し活（チケット取得・転売法）、アニメ聖地巡礼、ライブマナー（ペンライト・コール）、季節イベント（花見・花火・初詣）。

Inputs: query (required).

food_listA

Read-onlyIdempotent

日本の食文化知識のトピック一覧を取得します。

Inputs: no named parameters.

food_searchA

Read-onlyIdempotent

日本の食文化に関する知識を検索します。食事マナー（箸のタブー・乾杯・割り勘）、料理分類（懐石・定食・ラーメン・郷土料理）、飲食店ガイド（食券機・居酒屋・回転寿司・おまかせ）、アレルギー・食制限（ハラル・ベジタリアン対応）。

Inputs: query (required).

foreign_entry_checkB

Read-onlyIdempotent

外国企業・外国人の日本進出に必要な基盤知識を検索します。法人設立、経営管理ビザ、銀行口座開設、物件探し、税務届出、従業員雇用（労働法・解雇規制・社会保険）の6カテゴリ。

Inputs: query (required).

foreign_entry_listA

Read-onlyIdempotent

外国企業・外国人の日本進出に関する知識カテゴリの一覧を取得します。

Inputs: no named parameters.

language_searchA

Read-onlyIdempotent

日本語の構造的知識を検索します。敬語体系（尊敬語・謙譲語・丁寧語）、助数詞（数え方）、名前・住所の構造パターン、ビジネス日本語（電話応対・クッション言葉・メールテンプレート）。

Inputs: query (required).

memory_contextA

Read-onlyIdempotent

現在のセッション状態（有効な事実・合意事項のサマリー）を取得します。エージェントのプロンプトに注入して文脈を維持するために使います。

Inputs: session_id.

memory_extractA

Idempotent

テキストからファクト（主語→述語→目的語の三つ組）を自動抽出します。日本語の敬語・主語省略・社会的階層を分析して構造化します。store=trueにすると抽出結果をメモリに永続保存します（書き込み発生）。store=false（デフォルト）なら読み取り専用で、保存せずに抽出結果のみ返します。memory_storeとの違い: memory_storeはエピソード全体を保存、memory_extractはテキストからファクトのみを抽出。

Inputs: text (required), store, context_hint.

memory_factsA

Read-onlyIdempotent

現在有効なファクト（構造化された事実）の一覧を取得します。ファクトは「主語→述語→目的語」の三つ組で、確度と有効期限を持ちます。

Inputs: valid_only.

memory_recallA

Read-onlyIdempotent

過去の記憶をセマンティック検索で呼び出します。「前回の会議で○○部長が仰った件」のような曖昧な日本語クエリにも対応します。

Inputs: query (required), limit.

memory_storeA

会話やイベントのエピソードを永続記憶に保存します。日本語の文脈（敬語レベル、主語省略、暗黙の了解）も構造化して保持します。auto_extract=trueにすると、テキストからファクト（主語→述語→目的語の三つ組）を自動抽出します。

Inputs: content (required), role, session_id, auto_extract.

organization_checkA

Read-onlyIdempotent

日本の組織構造・商慣行を検索します。役職体系、系列、支払慣行、契約慣行、業界団体。

Inputs: query (required).

organization_listA

Read-onlyIdempotent

日本の組織構造・商慣行の全カテゴリ一覧を取得します。

Inputs: no named parameters.

protocol_checkA

Read-onlyIdempotent

日本のビジネスプロトコル（根回し、稟議、報連相、名刺交換、席順、贈答）を検索します。

Inputs: query (required).

protocol_listA

Read-onlyIdempotent

日本のビジネスプロトコルの一覧を取得します。

Inputs: no named parameters.

regional_checkA

Read-onlyIdempotent

日本の地域別ビジネス情報を検索します。主要都市の特性、自治体の助成金・補助金、地域条例、商慣習の違い。

Inputs: query (required).

regional_listA

Read-onlyIdempotent

日本の地域別ビジネス情報の全カテゴリ一覧を取得します。

Inputs: no named parameters.

regulation_checkA

Read-onlyIdempotent

特定のビジネスアクションに必要な日本の規制・許認可情報を回答します。10業種の詳細データベース + 訪日旅行者向け規制に対応。

Inputs: action (required), industry, entity_type.

regulation_industriesA

Read-onlyIdempotent

日本の規制データベースに登録されている業種の一覧を取得します。

Inputs: no named parameters.

regulation_touristA

Read-onlyIdempotent

訪日旅行者向けの規制・マナー情報のカテゴリ一覧を取得します。ビザ、免税、交通、宿泊、医療、マナーの6カテゴリ。

Inputs: no named parameters.

searchA

Read-onlyIdempotent

EDITION全14ドメインを横断検索します。1回のリクエストで規制・プロトコル・カレンダー・地域・組織・進出手続き・旅行・エンタメ・日常生活・日本語・食文化・災害安全の全12ドメインを同時検索。

Inputs: query (required).

travel_listA

Read-onlyIdempotent

日本の旅行知識のトピック一覧を取得します。

Inputs: no named parameters.

travel_searchA

Read-onlyIdempotent

日本の旅行・観光に関する知識を検索します。交通（新幹線・ICカード・タクシー）、宿泊（旅館マナー・ホテル）、飲食（ラーメン地域差・箸マナー・チップ不要）、実用情報（SIM・ATM・緊急連絡先・マナー）。

Inputs: query (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.7/5.0

Scored 2026-06-05 14:42 across 31 tools

Disambiguation5/5

Each tool targets a distinct domain or function, with clear boundaries between categories like calendar, disaster, food, and memory. Even the general search tool is explicitly for cross-domain queries, avoiding ambiguity with domain-specific searches.

Naming Consistency4/5

Most tools follow a consistent domain_action pattern (e.g., calendar_check, daily_life_search). Memory tools use a different but internally consistent memory_ prefix, and the single 'search' tool stands out. Overall, the pattern is mostly predictable.

Tool Count3/5

With 31 tools, the server is on the heavier side for a single platform. While the breadth of Japanese business and cultural knowledge justifies many tools, the count still feels slightly bloated, especially with many list/search pairs.

Completeness4/5

The tool surface covers a wide range of domains relevant to Japanese business and culture, including memory management. However, it lacks update or delete operations for any domain, limiting write functionality beyond memory storage.

Maintenance

ActivityMaintained

ResponsivenessOutdated data

Resources

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Japan data tools for AI agents: calendar (rokuyo), address, name splitting, corporate number lookup
Art & Culture Government Data Open Data
52
https://shirabe.dev/mcp

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Apache 2.0

EDITION Intelligence Platform

Why EDITION?

20 Knowledge Domains

Skills Packs (MCP Skills Primitive)

Governance Intelligence

Quick Start

Option 1: npx (Recommended for Claude Desktop / Cursor)

Option 2: Smithery

Option 3: REST API (Direct)

Memory API — Japanese-aware Persistent Memory

MCP Capabilities

API Endpoints

Memory

Regulation & Compliance

Business Intelligence

Market Entry

Lifestyle & Culture

Cross-Domain

Data Quality

Tech Stack

Agent Discovery

Agent Harness Compatible

Freemium Access

Registries

Why Not Mem0 / Letta / Zep?

License

Available Tools

Tool Schema Changelog

TDQS

Maintenance

Resources

Related MCP Connectors

Related MCP Servers

japan-ux-mcp

Torify — Japanese Locale APIs

japan-intelligence-api

japan-data-mcp