io.github.365xbusiness由 GitHub 帳號 365xbusiness 發布v1.0.0更新於 Oct 24, 2026
AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance queries.
針對香港證監會監管情報的遠端 MCP 伺服器，讓助理以中英文回答牌照、執法、反洗錢與合規問題。
Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.365xbusiness%2Fvigo-mcp/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。把它新增到你客戶端的 mcpServers 設定中。
{
"mcpServers": {
"vigo": {
"type": "http",
"url": "https://lsoatzzwpltpydwyfqqv.supabase.co/functions/v1/vigo-mcp"
}
}
}Regulatory Intelligence Expert · Bilingual AI Agent for Hong Kong SFC Regulations
By OrphicOne · English & 繁體中文 · Continuously Updated Knowledge Base
VIGO (遠見 · 洞察 · 治理 · 優化) is a specialized financial regulatory intelligence AI agent — and the industry's first MCP server dedicated to financial regulatory intelligence in any jurisdiction.
At its core, VIGO is a regulatory intelligence expert: deeply versed in Hong Kong SFC regulations, enforcement history, licensing requirements, and AML/CFT rules. But VIGO is more than a compliance encyclopedia. It is a business-aware compliance navigator — an AI that understands how compliance intersects with business strategy, capital structures, and market reality.
Compliance is the floor. Business is the ceiling. VIGO helps you build both.
Asking ChatGPT about SFC regulations is like asking a smart friend — they roughly know. Asking VIGO is like consulting a senior compliance partner who knows every circular, every enforcement action, every licensing nuance, and always connects compliance back to your business objectives.
Settings → Connectors → Add custom connector → paste:
Claude will automatically invoke VIGO when you ask SFC compliance questions.
Add to .cursor/mcp.json:
Add to .vscode/mcp.json:
VIGO provides 6 tools (4 read-only query tools + 2 analytical tools):
query_regulationAsk any question about SFC regulations. Covers all license types, VATP/ASPIRe framework, AML/CFT, exams, CPD/CPT, and more. Bilingual — responds in whatever language you ask.
search_enforcementSearch SFC enforcement actions — fines, suspensions, bans, and prosecutions.
get_license_guideComprehensive guide for any SFC license type: exams, capital, fit-and-proper, CPD.
latest_updatesLatest SFC regulatory updates: circulars, enforcement, VATP developments, consultations.
compliance_checkPerform a compliance health check for a licensed corporation. Input company profile, get a multi-dimensional compliance risk assessment.
risk_assessmentAssess compliance risk of a planned business activity. Returns Red/Yellow/Green risk rating with regulatory basis and recommended actions.
Licensing & Exams
Enforcement Intelligence
Bilingual Regulatory Updates
Compliance Health Check
Risk Assessment
Fee & Market Intelligence
VIGO's intelligence is powered by a structured, continuously updated knowledge base with 6,381 verified knowledge chunks covering 26 years of SFC regulatory history:
Official Sources (6 endpoints + HKMA)
Foundational Documents (35 + 5 Thematic Reports)
Industry Intelligence (17 sources)
Verification Grading
Quality Framework
Built-in fallback: if GPT-4o-mini fails → auto-switch to DeepSeek.
Each route type has optimised search weights (freshness, authority) and strategy (structured_lookup / semantic / multi_query / hybrid):
capital_requirement · license_market · enforcement_lookup · fee_benchmark · latest_update · comparison · how_to · general · unknown
v7.0 achieves fully autonomous operations with zero manual intervention:
Monthly GitHub Actions usage: ~350 minutes (well within free tier of 2,000 minutes).
auto_collect_upload.py v7.0.3 (6,292 lines) supports 14+ modes:
Transport: Streamable HTTP (MCP standard)
Authentication: None required
Runtime: Supabase Edge Functions (Deno TypeScript)
Note: The MCP server is the open, stateless interface for any AI client. On the OrphicOne platform, VIGO also integrates Engram — a long-term memory system that stores conversation history, tracks user preferences, and adapts responses based on learning progress. Engram uses semantic retrieval (vector similarity) over past dialogues to deliver increasingly personalised compliance guidance over time.
OrphicOne is a Hong Kong-based regulatory intelligence platform for financial services.
VIGO is OrphicOne's AI-powered regulatory intelligence agent — the industry's first and currently only MCP server dedicated to financial regulatory intelligence in any jurisdiction.
Among 16,000+ MCP servers globally, VIGO occupies a unique position:
VIGO is built on the belief that compliance is not a cost — it is a competitive advantage. Great compliance doesn't slow business down; it provides the foundation for sustainable growth, client trust, and market credibility.
Compliance is the floor (The Floor), ensuring safety. Business is the ceiling (The Ceiling), achieving breakthroughs. Grounded in compliance, fluent in capital. Compliance as shield, business as spear.
VIGO is a read-only regulatory intelligence service. We do not collect personal information, store conversation data, or require authentication. All query tools are marked readOnlyHint: true. See our Privacy Policy.
VIGO provides regulatory information query services only and does not constitute legal or financial advice. Users should treat VIGO's answers as reference and consult professional compliance advisors or lawyers when necessary.
MIT
來源：README.md，提交 8e30fff
VIGO Regulatory Query
Query Hong Kong SFC regulatory knowledge. Covers licensing (Type 1-13), compliance, exams, CPD/CPT, AML/CFT, virtual assets (VATP/ASPIRe), and more. Supports English and Chinese.
languagequestion必填license_typeSFC Enforcement Search
Search SFC enforcement actions including fines, suspensions, bans, and prosecutions. Search by company, person, or violation type.
yearquery必填SFC Latest Updates
Get latest SFC regulatory updates: circulars, enforcement news, VATP developments, consultation papers.
countcategorySFC License Guide
Comprehensive guide for a specific SFC license type: exam papers, capital requirements, fit-and-proper criteria, CPD hours.
aspectlicense_type必填Compliance Health Check
Perform a compliance health check for a licensed corporation. Input company profile, get a compliance risk assessment covering FRR capital, RO configuration, MIC roles, annual obligations, and regulatory focus areas.
aumnum_roshas_vatpnum_stafflicense_types必填business_areasRisk Assessment
Assess compliance risk of a planned business activity. Returns Red/Yellow/Green risk rating with regulatory basis and recommended actions.
urgencydescription必填license_typesVIGO Autonomous Task
Execute a complex multi-step regulatory task autonomously. VIGO will plan the execution strategy, gather information from multiple sources (regulations, enforcement, knowledge graph), and synthesize a comprehensive report. Use for due diligence, compliance planning, license acquisition roadmaps, or any task requiring multiple analysis steps.
task必填contextoutput_formatCompliance Checklist Lookup
Search the SFC compliance checklist by topic, licence type, or MIC function (CF1-CF8). Returns compliance items with legal references, SOP guidance, case law, and grey area analysis. Use for questions about regulatory obligations, MIC responsibilities, procedural guidance, or compliance requirements.
query必填categorylicence_typeSOP Process Guide
Get step-by-step Standard Operating Procedure (SOP) guidance for common compliance processes. Available SOPs: KYC onboarding, FRR monthly return, complaint handling, STR filing. Returns detailed steps with responsible person, legal basis, and estimated time.
process必填licence_typeCompliance Score
Calculate compliance health score for a company. Requires company_id from the Portal system. Returns total items, completed, overdue, and score percentage.
company_id必填已滿足適用檢查項的 100%
該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。
https://lsoatzzwpltpydwyfqqv.supabase.co/functions/v1/vigo-mcp{ "mcpServers": { "vigo": { "type": "streamableHttp", "url": "https://lsoatzzwpltpydwyfqqv.supabase.co/functions/v1/vigo-mcp" } }}{ "servers": { "vigo": { "type": "streamableHttp", "url": "https://lsoatzzwpltpydwyfqqv.supabase.co/functions/v1/vigo-mcp" } }}claude mcp add --transport http vigo https://lsoatzzwpltpydwyfqqv.supabase.co/functions/v1/vigo-mcp{ "mcpServers": { "vigo": { "url": "https://lsoatzzwpltpydwyfqqv.supabase.co/functions/v1/vigo-mcp" } }}What exams do I need for an SFC Type 9 (Asset Management) license?→ Complete exam structure, pass marks, exemption conditions, official linksSearch for SFC enforcement actions related to AML in 2025→ Matching cases with companies, penalties, regulatory basis, official noticesSFC最新的通函和監管動態是什麼？→ 最新通函列表，含參考編號、日期、主題、官方文件鏈接（繁體中文）Run a compliance check for a Type 1 + Type 9 firm with 3 ROs, 25 staff, 2B HKD AUM→ FRR capital assessment, RO configuration review, regulatory focus areasWe want to launch a tokenized fund product for retail investors in Hong Kong→ Red/Yellow/Green rating, regulatory basis, recommended actions, timelineWhat are the current RO retainer fees and shell company prices?→ Structured fee benchmarks from vigo_fee_benchmarks with latest market dataQuery → [Layer 1] Query Router (9 route types) → [Layer 2] Hybrid Retrieval (Dense [email protected] top20 + BM25 sparse top15) → [Layer 3] RRF Fusion (K=60, structured results get 1.5× boost) → [Layer 4] Score Fusion (rerank×0.50 + verification×0.20 + freshness + authority) → [Layer 5] Diversity Filter (min 3 sources, max 2 per source, cross-contamination penalty) → [Layer 6] Dynamic TopK (6-8 results based on query complexity) → Answer with citations┌─────────────────────────────────────────────┐│ MCP Clients ││ Claude · ChatGPT · Cursor · VS Code ││ Claude Code · Any MCP Client │└──────────────────┬──────────────────────────┘ │ MCP Protocol (Streamable HTTP) ▼┌─────────────────────────────────────────────┐│ VIGO MCP Server v2.1 (6 tools, 582 lines) ││ Supabase Edge Function (Deno TypeScript) │└──────────────────┬──────────────────────────┘ │ ┌──────────────┼──────────────┐ ▼ ▼ ▼ OpenAI Supabase DeepSeek + GPT-4o-mini Embeddings PostgreSQL Dual-Model Routing (1536-dim) pgvector (with auto-fallback) + BM25 FTS
┌─────────────────────────────────────────────┐│ vigo-chat v5.2 (1,032 lines) ││ Query Router (9 types) → Hybrid Retrieval ││ → RRF Fusion → Score Fusion → Diversity ││ → Dual-Model → Engram Memory → Response │└─────────────────────────────────────────────┘
┌─────────────────────────────────────────────┐│ vigo-ingest v6.1.2 (458 lines) ││ Auto-classify → Semantic chunk → Verify ││ → Grade (GOLD/SILVER/BRONZE) → Store ││ → Auto-generate quick questions │└─────────────────────────────────────────────┘
┌─────────────────────────────────────────────┐│ Autonomous Operations ││ pg_cron (4 tasks) + GitHub Actions (3) ││ auto_collect_upload.py v7.0.3 (6,292 lines)││ 14+ modes · Fully autonomous · Zero manual │└─────────────────────────────────────────────┘Global MCP Ecosystem (16,000+ servers)├── Developer Tools ████████████████ thousands├── Productivity ██████████ hundreds├── Data & Analytics ████████ hundreds├── Financial Reg Intelligence █ VIGO (only one)└── HK SFC Reg Intelligence █ VIGO (industry first)