Give agents a working interface to existing systems
APIs and MCP make infrastructure, data and actions callable.
The interface becomes part of the product: Redu and seenode expose cloud operations, Taavik exposes database structure, and VitalTrends exposes health data. Thermite assigns error-triage work rather than only presenting a dashboard. Mcpifex adds routing and scoped access. These products expose different authorities; a data-reading interface is distinct from resource provisioning.
- What brings them together
- An explicit API or MCP interface lets agents access a domain capability, data or operational work.
- Outside this wave
- Generic AI branding, chatbots and infrastructure with no evidenced agent-facing interface.
In the wave
Website monitoring and improvement workspace for humans and AI agents.
Builders BacklinksBacklink exchange operated through coding agents.
LunagraphA design canvas for exploring interfaces, states and flows, then handing off React code to engineers or coding agents.
McpifexMarketplace and gateway for MCP servers.
NotifexMobile notifications from AI agents.
SeaOtterManaged agent infrastructure operated through an API.
seenodeCloud platform with agent-driven app deployment and database management.
TaavikLiving database documentation and AI schema access.
ThermiteSelf-hosted error tracker that hands issues to a user's coding agent.
VideoDraftA Mac workspace where AI agents help produce videos and develop software, with editing, terminals and Git tools.
VitalTrendsDashboard unifying wearable health data with AI-agent access.
ReduCloud infrastructure provisioned and operated by AI agents.
AppsGolemAn MCP service for extracting YouTube clips through coding agents.
ClarvivoCombines SaaS traffic, search, conversion and revenue analytics with agent access.
Working MachinesAn integration layer connecting AI agents to third-party applications and actions.
DNSaiDNS, WHOIS and email-security diagnostics with explanations, APIs and MCP integrations.
AdlicioCollects customer language from online sources to develop advertising angles and hooks.
MailSendDeveloper email infrastructure for transactional messages and marketing campaigns.
SEO PerceptionCombines site crawling and Search Console data into prioritized SEO opportunities.
HootCustomer-feedback boards with roadmaps, changelogs and coding-agent integrations.
Monexus TerminalGeopolitical news terminal with a live wire, thread clusters and event source files.
AI2SQLAI SQL assistant using a user’s actual database schema.