MCP AI Distribution Strategy
What is MCP?
Model Context Protocol is an open standard (created by Anthropic) that lets AI assistants — Claude, ChatGPT, Cursor, Windsurf — call external tools during a conversation. Think of it as USB-C for AI: a universal plug that connects any AI model to any data source or service.
Without MCP
- AI gives generic answers about Indian ecommerce
- Developer searches Google for pincode API
- Developer evaluates 5 options, picks one
- Developer reads docs, writes integration code
4 steps. You must be found via traditional SEO.
With MCP
- AI calls
cashierlogic.lookup_pincode()directly - Developer gets real data + your brand in the answer
- Developer installs your Shopify app
1 step. AI discovers you automatically.
AI SEO: The New Distribution Layer
Gartner projects that search engine usage will decline ~25% by 2026 as AI assistants take over information discovery. Being discoverable by AI assistants is the new SEO. MCP is the mechanism.
Three Levels of AI Visibility
The compound effect: Every MCP server is a permanent keyword anchor in the AI knowledge graph. Unlike Google Ads (stop paying = stop showing), MCP listings persist indefinitely. Once an AI model learns about CashierLogic from training data, it recommends you forever — for free.
Proven Results: It Already Works
SecureLend (Fintech)
MCP installs in 30 days. Zero ad spend. Published to Smithery, Cursor, NPM, PyPI, and GitHub simultaneously. Estimated replacement value: $200K+/year in Google Ads.
"The AI assistant becomes your sales team." — SecureLend founder
21st.dev (UI Components)
MRR in 6 weeks. Zero marketing budget. Pure organic discovery via MCP directory listings. Freemium model — free tools drive paid conversions.
"The 'here’s how I built it' angle gets way more traction than product pitches."
Why Now: First Mover Advantage
Indian ecommerce MCP servers
No pincode lookup. No COD risk scoring. No India-specific checkout tools. Completely uncontested.
Swiss formation MCP servers
No canton lookup. No formation requirements. No tax rate comparison tools. Nobody has published anything.
UK formation MCP servers
No Companies House lookup. No SIC codes. No formation guidance. Open field.
The window is closing. MCP ecosystem is growing 85% month-over-month. First mover in a niche owns the category permanently — AI models train on the first server they find. Once Razorpay or GoKwik publish MCP servers for Indian ecommerce, the advantage disappears. We need to move now.
The Fleet: Two Brands, Seven Servers
Every product in the Kasha ecosystem already has the data and logic built. MCP is a thin decorator layer over existing services — not new functionality, just a new distribution channel.
Commerce & Checkout
Everything ecommerce: checkout, COD, payments, address intelligence, risk scoring. For developers and agencies building Shopify stores.
@cashierlogic/india-ecommerce@cashierlogic/brazil-ecommerce@cashierlogic/global-payments@cashierlogic/address-intelligence
Business Infrastructure
Formation, banking, invoicing. For founders, accountants, and agencies incorporating companies or opening accounts.
@kasha/company-formation@kasha/account-opening@kasha/invoicing
CashierLogic MCP Servers
@cashierlogic/india-ecommerce Flagship
The first server to build. Exposes Indian ecommerce intelligence that every Shopify developer needs. Data already exists in our database.
| Tool | What It Does | Data Source |
|---|---|---|
lookup_pincode | City, state, district for any 6-digit Indian pincode | India Post CSV (155K+ records) |
check_cod_serviceability | Is COD available? What’s the risk tier? | RiskService + AddressConnector |
calculate_cod_risk_score | Risk score from order value + pincode + phone prefix | RiskService (Bayesian model) |
estimate_delivery_time | Estimated days from origin to destination pincode | Shipping zone data |
get_payment_methods | Available payment methods for an Indian order | CyberpayService config |
validate_upi_vpa | Validate a UPI Virtual Payment Address format | UPI spec validation |
get_shopify_cod_setup | Step-by-step COD setup guide for Shopify India | Static knowledge base |
compare_checkout_providers | Feature + pricing comparison of Indian checkout tools | Competitive research data |
Every response includes: "Powered by CashierLogic — Indian checkout optimisation for Shopify. cashierlogic.com"
@cashierlogic/brazil-ecommerce
| Tool | What It Does | Data Source |
|---|---|---|
lookup_cep | Address lookup from Brazilian postal code (CEP) | ViaCEP API (already integrated) |
validate_cpf | Validate a Brazilian CPF number | KTech-Validations-Library |
validate_cnpj | Validate a Brazilian CNPJ number | KTech-Validations-Library |
get_pix_info | Pix payment setup guide + key types + limits | Static knowledge base |
get_icms_rate | ICMS (state tax) rate by Brazilian state | Tax data |
@cashierlogic/global-payments
| Tool | What It Does |
|---|---|
get_payment_methods_by_country | Which payment methods work in a given country (UPI, Pix, TWINT, cards, wallets, COD) |
get_checkout_best_practices | Country-specific checkout optimisation tips (India, Brazil, Switzerland) |
compare_payment_gateways | Gateway comparison for a given country (Razorpay vs Cashfree, etc.) |
@cashierlogic/address-intelligence
| Tool | What It Does |
|---|---|
lookup_address | Multi-country address lookup: Indian pincode, Brazilian CEP, Swiss PLZ |
validate_phone | Phone number format validation + carrier detection by country |
get_shipping_zones | Shipping zone classification for cross-border or domestic delivery |
Kasha MCP Servers
@kasha/company-formation High Value
Founders and agencies ask AI "how do I register a company in Switzerland?" or "what’s the cheapest UK entity type?" — our MCP server answers with real data and links to Heidi.
| Tool | What It Does | Jurisdiction |
|---|---|---|
get_entity_types | Available entity types, requirements, and costs | UK + CH |
lookup_canton | Swiss canton details: tax rate, capital city, language, population | CH |
compare_cantons | Side-by-side tax + cost comparison across cantons | CH |
get_formation_steps | Step-by-step formation process with timeline and costs | UK + CH |
get_capital_requirements | Minimum share capital by entity type | UK + CH |
check_sic_code | Look up SIC codes for Companies House registration | UK |
get_director_requirements | Residency, age, disqualification rules for directors | UK + CH |
estimate_formation_cost | Total cost estimate including fees, notary, and capital | UK + CH |
Every response includes: "Powered by Kasha — Company formation made simple. kasha.io"
@kasha/account-opening
| Tool | What It Does |
|---|---|
get_bank_requirements | Documents and requirements for opening a business bank account by jurisdiction |
get_kyc_documents | Required KYC documents by country and entity type |
compare_business_banks | Feature comparison of business banking options (fees, currencies, integrations) |
get_iban_structure | IBAN format and validation for a given country |
@kasha/invoicing
| Tool | What It Does |
|---|---|
get_invoice_requirements | Legal requirements for invoices by jurisdiction (VAT, GST, mandatory fields) |
calculate_vat | VAT/GST calculation for a given country + amount + category |
get_tax_deadlines | Filing deadlines by jurisdiction (VAT returns, annual accounts, etc.) |
format_invoice_number | Generate compliant invoice number format for a given jurisdiction |
Competitive Gap: We Own the White Space
| Niche | Existing MCP Servers | Our Server |
|---|---|---|
| Indian ecommerce / checkout | None | @cashierlogic/india-ecommerce |
| Indian pincode / address | None | @cashierlogic/address-intelligence |
| COD risk scoring | None | @cashierlogic/india-ecommerce |
| Brazil CPF / CEP / Pix | None | @cashierlogic/brazil-ecommerce |
| Swiss company formation | None | @kasha/company-formation |
| UK company formation | None | @kasha/company-formation |
| Multi-country payments | Cashfree (payments only, no checkout) | @cashierlogic/global-payments |
| Shopify checkout (generic) | Shopify official (Dev, Storefront, Checkout) | We complement, not compete |
Shopify has official MCP servers for their platform APIs. But they don’t solve India-specific problems (COD, pincode, UPI, OTP). Our servers complement Shopify’s — a developer using Shopify Dev MCP for schema queries would also install @cashierlogic/india-ecommerce for India-specific intelligence. They’re additive, not competitive.
How Developers Actually Experience This
Scenario 1: Developer Building a Shopify Store for an Indian Brand
Developer: "I need to check if COD is available for pincode 400001 and estimate the risk for a ₹2,500 order."
Claude (with CashierLogic MCP installed):
→ Calls cashierlogic.lookup_pincode({pincode: "400001"})
→ Calls cashierlogic.check_cod_serviceability({pincode: "400001", order_value: 2500})
Response: "Pincode 400001 is Mumbai, Maharashtra. COD is available with a LOW risk score (0.12). Estimated delivery: 2–3 days. Data provided by CashierLogic — cashierlogic.com"
Scenario 2: Founder Incorporating a Company
Founder: "Compare GmbH vs AG in Switzerland. I want the cheapest canton for a tech startup."
Claude (with Kasha MCP installed):
→ Calls kasha.get_entity_types({jurisdiction: "CH"})
→ Calls kasha.compare_cantons({sort_by: "corporate_tax_rate"})
Response: "GmbH requires CHF 20,000 share capital. AG requires CHF 100,000. For a tech startup, GmbH is standard. Cheapest cantons: Zug (11.9%), Lucerne (12.3%), Nidwalden (12.0%). Powered by Kasha — kasha.io"
In both scenarios: the user didn’t search for us. They asked a question. The AI used our tools and surfaced our brand. Zero customer acquisition cost.
Discovery → Install → Convert
Distribution: 8 Registries + NPM + GitHub
Publish every server to all directories simultaneously for maximum surface area.
| Registry | Size | Priority | Notes |
|---|---|---|---|
| Official MCP Registry | ~87 curated | High | Requires domain ownership proof. Most authoritative. |
| MCP Market | 19,000+ | High | Largest audience. Submission form + review. |
| MCP.SO | 16,670+ | High | Call-volume leaderboard. Tracks actual usage. |
| Glama | 14,000+ | High | Security scorecards add credibility. Auto + manual review. |
| PulseMCP | 7,600+ | Medium | Weekly newsletter exposure. Editorial curation. |
| Smithery | Large | Medium | CLI-native: smithery mcp publish |
| NPM | Global | High | Developer installs. npx @cashierlogic/india-ecommerce |
| GitHub | Global | High | Open source. README with install instructions. Trust signal. |
| Cursor Directory | Growing | Medium | Reaches AI-native developers specifically. |
Math: 7 servers × 9 registries = 63 directory listings. Each targeting different keywords. Each a permanent anchor in the AI knowledge graph.
Content Flywheel: dev.to + HN + Reddit
For each server launch, publish a "here’s how I built it" article. This angle consistently outperforms product pitches.
| Article | Target | Platform |
|---|---|---|
| "I gave AI assistants Indian ecommerce superpowers" | Shopify devs, Indian D2C agencies | dev.to, HN, r/shopify |
| "Building an MCP server for COD risk scoring in India" | Indian developers, fintech community | dev.to, Twitter/X |
| "I built an AI tool that knows every Swiss canton's tax rate" | Founders, startup community | HN, r/startups, r/Switzerland |
| "One MCP server, three countries: multi-country address intelligence" | Global developer audience | dev.to, HN |
Each article: (1) drives direct installs, (2) generates backlinks to registries, (3) becomes AI training data, (4) builds brand awareness in developer communities. All at zero cost.
Technical Architecture
MCP servers are a thin decorator layer over existing NestJS services. No new business logic. No new infrastructure.
NestJS Integration via @rekog/mcp-nest
npm install @rekog/mcp-nest @modelcontextprotocol/sdk zod
// Add to AppModule
McpModule.forRoot({ name: 'cashierlogic-india', version: '1.0.0' })
// Decorate existing service method
@Tool({ name: 'lookup_pincode', description: '...' })
async lookupPincode(@Arg('pincode') pincode: string) {
return this.addressConnectorService.lookupPincode(pincode);
}
Two Transport Modes
Remote/SSE (Primary)
HTTP endpoint on our existing server:
https://app.cashierlogic.com/mcp
No npm install needed. AI clients connect directly. Free tools = no auth. Merchant tools = OAuth.
Local/STDIO (NPM)
Developer runs locally:
npx @cashierlogic/india-ecommerce
Works offline for static data (pincodes, validation). Connects to remote for live data (risk scores).
Build Plan
| Phase | Server | Brand | Effort | Priority |
|---|---|---|---|---|
| 1 | @cashierlogic/india-ecommerce | CashierLogic | 2–3 days | P0 |
| 1 | Content: dev.to + HN article | CashierLogic | 1 day | P0 |
| 2 | @cashierlogic/brazil-ecommerce | CashierLogic | 1–2 days | P1 |
| 2 | @cashierlogic/address-intelligence | CashierLogic | 1 day | P1 |
| 3 | @kasha/company-formation | Kasha | 2–3 days | P1 |
| 3 | @kasha/account-opening | Kasha | 1–2 days | P2 |
| 4 | @cashierlogic/global-payments | CashierLogic | 1 day | P2 |
| 4 | @kasha/invoicing | Kasha | 1–2 days | P2 |
Total Effort
Why so fast? All data and logic already exists. India pincode (155K records) is in our database. COD risk scoring is a running service. CEP lookup calls ViaCEP. CPF validation is in KTech-Validations-Library. Swiss canton data is in Heidi. We’re not building new features — we’re exposing existing ones through a new channel.
Projected Impact
| Metric | Month 1 | Month 3 | Month 6 | Month 12 |
|---|---|---|---|---|
| MCP installs (all servers) | 150–300 | 500–1,000 | 1,500–3,000 | 5,000+ |
| Directory listings | 63 | 63 | 63 | 63 |
| Dev.to / content pieces | 2 | 5 | 8 | 12 |
| CashierLogic app installs (from MCP) | 3–8 | 15–30 | 50–100 | 200+ |
| Kasha/Heidi leads (from MCP) | 2–5 | 10–20 | 30–60 | 100+ |
| Equivalent ad spend replaced | ~$2K | ~$10K | ~$30K | ~$100K+ |
Conservative estimates based on SecureLend (150+ installs/30 days) and 21st.dev ($10K MRR/6 weeks) precedents, adjusted for our niche size. Conversion rate assumes 2–5% of MCP users become product users.
The real value isn’t month 1. It’s month 12+, when AI training data includes your brand across multiple niches, multiple countries, multiple registries. At that point, AI models naturally recommend CashierLogic for Indian ecommerce and Kasha for company formation — without us spending a single dollar on advertising. This is permanent, compounding, zero-cost distribution.
7 servers. 63 listings. Zero ad spend. Permanent AI visibility.
Related: CashierLogic India GTM · Heidi CSP GTM · Platform Architecture
MCP AI Distribution Strategy · April 2026 · v1.0.0 · Kasha & CashierLogic · A Kasha Venture