MCP Servers

KanseiLink MCP Server

An intelligence layer for discovering and orchestrating Japanese SaaS MCP tools through intent-based search and workflow recipes. It enables AI agents to evaluate service quality using community-driven insights while ensuring privacy through automated PII masking.

README

KanseiLink MCP Server

MCP intelligence layer for discovering and orchestrating Japanese SaaS MCP tools.

KanseiLink helps AI agents find, evaluate, and combine Japanese SaaS services through the Model Context Protocol. It provides intent-based search, workflow recipes, change detection, and community-driven quality insights.

📝 Zenn記事: MCPサーバーが増えすぎて困ったので、MCPを整理するMCPサーバーを作った

Quick Start

npx @kansei-link/mcp-server

Or add to your MCP client config:

{
  "mcpServers": {
    "kansei-link": {
      "command": "npx",
      "args": ["@kansei-link/mcp-server"]
    }
  }
}

Tools

Tool	Description
`search_services`	Find Japanese SaaS MCPs by intent (FTS5 + category boost)
`get_recipe`	Get workflow patterns combining multiple services
`find_combinations`	Reverse lookup — find recipes containing a specific service
`check_updates`	Check recent changes and breaking updates for a service
`report_outcome`	Share your experience with auto PII masking
`get_insights`	Check community usage data and confidence scores

Architecture

Agent ←→ KanseiLink MCP Server ←→ SQLite (local)
              ↓
         search_services   → FTS5 + intent→category mapping
         get_recipe        → Workflow pattern matching
         find_combinations → Reverse recipe lookup
         check_updates     → Changelog query
         report_outcome    → PII masking → outcomes table
         get_insights      → Aggregation + confidence scoring

Development

npm install
npm run build
npm run seed    # populate with Japanese SaaS MCP data
npm start       # start stdio server

Security

PII auto-masking (Japanese kanji/katakana names, email, phone, IP)
Agent identity anonymized
See SECURITY.md for full policy

License

MIT — Synapse Arrows PTE. LTD.

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