Give agents a working interface to existing systems

APIs and MCP make infrastructure, data and actions callable.

22 projects
Different approaches

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.
How the waves were researched
Where it sits on the board
Developer toolsSales and marketingAI infrastructureInfrastructureB2B softwareAIDesignHealthMedia and publishing
Builders in North America 5 · Europe 4 · 13 not placed

In the wave

22
Be1st.aibe1st.ai · Sales and marketing · by Raymond Grell

Website monitoring and improvement workspace for humans and AI agents.

Builders Backlinksbuilders-backlinks.com · Sales and marketing · by Nick Launches

Backlink exchange operated through coding agents.

Lunagraphwww.lunagraph.com · Design · by Putri Karunia

A design canvas for exploring interfaces, states and flows, then handing off React code to engineers or coding agents.

“use the MCP to start designs from wherever.”
Mcpifexmcpifex.com · AI infrastructure · by AJawhar

Marketplace and gateway for MCP servers.

“Issue scoped keys per agent”
Notifexnotifexapp.com · AI infrastructure · by AJawhar

Mobile notifications from AI agents.

SeaOtterseaotter.dev · AI infrastructure · by RYAN MARTIN

Managed agent infrastructure operated through an API.

seenodeseenode.com · Infrastructure · by Erik (seenode)

Cloud platform with agent-driven app deployment and database management.

“Building better cloud for developers https://t.co/Hs5sMU1TuJ”
Taaviktaavik.com · Developer tools · by Vincenzo Nudo

Living database documentation and AI schema access.

Thermitethermite.rs · Developer tools · by Hauke 🌱🦀

Self-hosted error tracker that hands issues to a user's coding agent.

VideoDraftvideodraft.ai · AI · by Charan Kilari

A Mac workspace where AI agents help produce videos and develop software, with editing, terminals and Git tools.

“Connect VideoDraft over MCP”
VitalTrendsvitaltrends.net · Health · by Daniel Andrade

Dashboard unifying wearable health data with AI-agent access.

ReduInfrastructure · by Aleksandar

Cloud infrastructure provisioned and operated by AI agents.

“Compute, databases, and networking your agent provisions and controls, billed by the hour.”
AppsGolemappsgolem.com · Developer tools · by Philippe

An MCP service for extracting YouTube clips through coding agents.

“Classified from the project public description.”
Clarvivoclarvivo.com · B2B software · by Pruthvi Raj

Combines SaaS traffic, search, conversion and revenue analytics with agent access.

“Classified from the project public description.”
Working Machineswww.workingmachines.dev · Developer tools · by Klei Aliaj

An integration layer connecting AI agents to third-party applications and actions.

“Classified from the project public description.”
DNSaidnsai.com · Developer tools · by DNSai

DNS, WHOIS and email-security diagnostics with explanations, APIs and MCP integrations.

“Classified from the project public description.”
Adliciotryadlicio.com · Sales and marketing · by daniel

Collects customer language from online sources to develop advertising angles and hooks.

“Classified from the project public description.”
MailSendmailsend.dev · Developer tools · by AadarshhX8| mailsend.dev

Developer email infrastructure for transactional messages and marketing campaigns.

“Classified from the project public description.”
SEO Perceptionseoperception.com · Sales and marketing · by Lars Koudal

Combines site crawling and Search Console data into prioritized SEO opportunities.

“Classified from the project public description.”
Hootusehoot.app · B2B software · by Jessé Cruz

Customer-feedback boards with roadmaps, changelogs and coding-agent integrations.

“Classified from the project public description.”
Monexus Terminalterminal.themonexus.com · Media and publishing · by Monexus Mike Poncana

Geopolitical news terminal with a live wire, thread clusters and event source files.

“Classified from the project public description.”
AI2SQLai2sql.io · Developer tools · by Mustafa Ergisi

AI SQL assistant using a user’s actual database schema.

“Classified from the project public description.”

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