"Exploring the Concept of Multi-Agentic Systems" matching MCP connectors:

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

The agent-native cloud: database, functions, AI, storage, computers. 55 tools, one API key.

Ask Lever the messy recruiting-ops questions dashboards miss by connecting opportunities, applications, stages, notes, feedback, interviews, referrals, postings, requisitions, offers, users, sources, tags, files, resumes, and archive reasons. Find referral SLA misses, stale opportunities by owner, feedback debt by interviewer and hiring team, funnel leakage by recruiter/source/team, requisition fill-risk, offer hygiene gaps, archive-reason drift, and bottleneck owners. No dashboard build. No SQL

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

Airtable MCP Pack — wraps the Airtable REST API v0

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

BookBrainz MCP — open book metadata (MetaBrainz / sister of MusicBrainz)

PeeringDB MCP — the peering ecosystem database.

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

A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs direct access to structured, authoritative biomedical data, complementing their reasoning with reliable identifiers and up-to-date database content.

MCP server for the HubSpot Integrations Center HubDB: search and retrieve integration data.

Read-only MCP server for The Quiet Protocol's engines, benchmarks, proof, and business data.

The BigQuery remote MCP server is a fully managed service that uses the Model Context Protocol to connect AI applications and LLMs to BigQuery data sources. It provides secure, standardized tools for AI agents to list datasets and tables, retrieve schemas, generate and execute SQL queries through natural language, and analyze data—enabling direct access to enterprise analytics data without requiring manual SQL coding.

Search and retrieve job postings on Nationale Vacaturebank, the largest Dutch jobs site (read-only).

Chrysai provides a hosted MCP server for AI-driven data operations. After connecting an MCP client to the endpoint, you can use MCP tools such as create_app, list_apps, read_data, write_data, update_data, delete_data, and update_app, plus schema resources, to manage persistent structured data through natural language.

MCP server for interacting with the Supabase platform

The all-in-one data stack for agents. Upload files, run SQL, evolve tables, and render charts.

Human Lineage MCP server — search and query the public genealogical graph of all humanity

Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis tenants on demand.

The grounded data layer for any LLM: governed SQL, metrics, lineage and catalog over your data.