"Designing a memory system for persona-based agents to improve user experience" matching MCP connectors:

Check shipping costs for all logistics services in Indonesia.

AMZScout Skill + MCP gives AI agents live access to real Amazon marketplace data across 14 Amazon marketplaces. Analyze any ASIN, validate product ideas, research niches, compare competitors, discover profitable keywords, and build data-driven PPC strategies using trusted Amazon insights instead of AI assumptions. Works with Claude, ChatGPT, Cursor, and any other MCP-compatible AI client. To connect, you'll need an AMZScout API plan and authorize your account. Get access and view pricing here: https://learn.amzscout.net/amazon-product-api-for-ai-agents

Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client. Air Pipe MCP token as a bearer credential, e.g. 'Authorization: Bearer <token>'. Create one at https://app.airpipe.io/

Deploy a multi-user web app from your agent: hosting, auth, database, and permissions.

x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.

UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via MCP.

Read-only MCP server for HolyDB: find Catholic parish Mass times by location and time.

Cross-brand carbide grade equivalents from verified manufacturer charts; never invents a grade.

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.

Executes SQL in a real ephemeral database: rows, typed errors with suggestions, plans, diffs.

Registry of companies selling AI agents identity, phone, email, addresses, money, legal, insurance

Zero-key temporary JSON database for agents: one tool call, no signup, no OAuth, no API keys.

Resolve Japanese food names to nutrition facts. All 2,538 foods from Japan's official tables.

AI access to Quadratic spreadsheets: open files, run Python/SQL, query connected databases.

EU-native PaaS for AI agents — deploy web apps with one sentence, managed Postgres, GDPR by default.

China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ clusters.

Read-only analytics for Convex apps, queryable via MCP from Claude, Cursor, and other clients.

It connects with Smart Data models database with more than 1000 open licensed data models and helps you to create applications and systems interoperable with existing standards or real applications

Connect your AI to your Well financial data - invoices, companies, contacts.