Cockpit vs laundromatic/shopgraph
Side-by-side comparison of two Model Context Protocol servers. Pick the right one for Claude Desktop, Claude Code, or Cursor.
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (keyword + Claude AI) with TaxRuleEngine for consumption tax, withholding, invoice
Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. [shopgraph.dev](https://shopgraph.dev
Comparison
| Feature | Cockpit | laundromatic/shopgraph |
|---|---|---|
| Pricing | Free | Free |
| Installs | — | — |
| Rating | — | — |
| Verified | — | — |
| Hosted | — | — |
| Tools | — | — |
| Category | finance | finance |
| Author | michielinksee | laundromatic |
| Repo | michielinksee/kansei-link-cockpit | laundromatic/shopgraph |
When to pick Cockpit
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (keyword + Claude AI) with TaxRuleEngine for consumption tax, withholding, invoice system, and confidence-based routing.
When to pick laundromatic/shopgraph
Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. [shopgraph.dev](https://shopgraph.dev)
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