"Architecture for automating quality assurance with services" matching MCP connectors:

Helena Bioinformatics MCP for clinical variant interpretation, ACMG/AMP evidence and literature.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

DXF and PDF/X-4 for AI agents: structured facts, PNG renders, an interactive in-chat viewer.

Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST.

Free US cleaning cost, time, crew, and chemical-use calculators with visual reports.

Structured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums.

Manage websites, help documents and customer-support conversations with safe, scoped tools.

Create amazing video experiences with the Qencode API, straight from your AI assistant.

Manage websites, help documents, campaigns, and customer-support conversations with safe, organization-scoped tools and interactive support views.

Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-friendly scheduling.

The Apiosk MCP lets AI agents discover, pay for, execute, and publish APIs through the Apiosk gateway. It is a machine endpoint, not a website, so connect it from an MCP client (Claude, Cursor, ChatGPT, and others) rather than browsing it here.

Product search and price comparison for AI agents. Search 100M+ products across thousands of retailers by text or image, compare live offers and prices, and turn any merchant URL into structured product data. No API key required to start; add one for unlimited use and affiliate commission.

Search real-world UI & UX design references for mobile apps, web apps, and websites with Mobbin.

Read-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Byway MCP: call Byway Engine and Byway Atlas, the discovery engine for the real world.

An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.

Shared memory for AI agents. One address per fact, one signature you check. No key to read.

Every figure re-checked against SQL-computed facts; unsupported questions refused with the reason.

Discover, pay for, execute, and publish APIs through Apiosk.