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LATAM Compliance MCP

LATAM Compliance MCP

by closermethod

LATAM Compliance MCP — AI Agent Outbound for Latin America

Country briefs and compliance reasoning for AI agents selling into Mexico, Brazil, Colombia, Argentina, Chile, Peru, and Costa Rica.

By Elisabeth Hitz — 10+ years B2B enterprise sales experience. Spanish + Portuguese fluent.

Disclaimer. Reference frameworks for AI agent guidance. Not legal advice. Validate with qualified counsel before customer deployment.


What This Solves

AI SDR platforms working in US English break in LATAM: LGPD (Brazil), LFPDPPP (Mexico), CFDI invoicing, Colombian Habeas Data, Argentine PDPA, business culture (relationship-first vs task-first), language depth requirements (Spanish vs Portuguese vs regional dialects), payment rails (PIX, OXXO, SPEI).

This MCP gives AI agents structured LATAM context.

Related MCP server: Countries MCP Server

Tools (7)

  1. get_country_brief — Mexico / Brazil / Colombia / Argentina / Chile / Peru / Costa Rica

  2. validate_latam_outbound_message — LGPD / LFPDPPP / Habeas Data compliance

  3. get_invoicing_requirements — CFDI (Mexico), NFe (Brazil), local invoice rules

  4. get_business_culture_brief — relationship-building, decision-cycle, family-business dynamic

  5. handle_latam_objection — top 5 objections per country with cultural nuance

  6. recommend_payment_rail — PIX, OXXO, SPEI, regional credit-card networks

  7. get_industry_regulatory_overlay — finance, fintech, healthcare, telecom, public-sector

Coverage (7 countries)

Mexico, Brazil, Colombia, Argentina, Chile, Peru, Costa Rica.

Use Cases

  • AI SDR platforms launching in LATAM

  • B2B SaaS adding Spanish + Portuguese coverage

  • Fintech AI agents handling Latin American invoicing

  • Customer-success AI managing LATAM accounts

Pricing

Pay-per-event. Compute units billed per Apify standard.

Integration

MCP-compatible: Claude Desktop, Cursor, Cline, Continue, VS Code Copilot Agent, custom MCP clients.

License

MIT.

Author

Elisabeth Hitz — Swiss-American B2B sales executive based in Barcelona. 10+ years closing enterprise deals across ad-tech, SaaS, media, finance, and global hiring. 5 languages fluent (English, Spanish, Portuguese, French, German). Building MCP infrastructure for AI sales agents.

Available Tools

7 tools
get_compliance_checkC

Country-specific compliance: LGPD (BR), LFPDPPP (MX), Habeas Data (CO), Ley 25.326 (AR), Ley 19.628 (CL), Ley 29733 (PE).

Inputs: country (required).

get_country_briefB

LATAM country brief: buyer psychology, communication style (Spanish/Portuguese), what works/kills, sales cycle, compliance, optimal outreach times.

Inputs: country (required).

get_etiquette_guideB

Business etiquette: meeting protocols, gift culture, food culture, communication norms per LATAM country.

Inputs: country (required).

get_followup_cadenceA

Country-specific follow-up cadence. Mexico/Brazil: WhatsApp central. Argentina: economic context flex. Chile: faster pace.

Inputs: country (required).

get_full_latam_packC

Complete LATAM pack for fine-tuning or full agent context.

Inputs: no named parameters.

get_outreach_templateC

Country-specific outreach templates in Spanish (or Portuguese for Brazil). Calibrated to local norms.

Inputs: country (required), channel (required).

get_stakeholder_mapA

Multi-stakeholder navigation by company stage. LATAM-specific notes (family-business dynamics, multi-country procurement).

Inputs: company_stage (required).

Tool Schema Changelog

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

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    TDQS

    A3.6/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool covers a distinct aspect of LATAM business context — compliance, country briefs, etiquette, follow-up, outreach templates, stakeholder maps, and a full pack. No two tools have overlapping purposes.

    Naming Consistency5/5

    All tools follow a consistent 'get_' verb_noun pattern in snake_case (e.g., get_compliance_check, get_country_brief). The naming is uniform and predictable.

    Tool Count5/5

    Seven tools is an ideal count for a focused domain like LATAM compliance and business intelligence. Each tool earns its place, providing essential functionality without overload.

    Completeness5/5

    The tool set covers compliance checks, country-specific briefs, etiquette, follow-up cadence, outreach templates, stakeholder mapping, and a consolidated full pack. No obvious gaps for the stated domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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