LayersLayer 7 of 15
Agents
Agents are AI systems that carry out tasks on their own, and the parts they are built from: agent platforms, memory, voice agents, research agents and the directories where agents and skills are published.
The categories
12 categories and 346 products in Agents.
CategoryWhat it coversProducts
Agent UI / frontend frameworksAgent UI / frontend frameworks covers libraries for building chat and generative-UI front ends for agents.28
Agent, skill & MCP directoriesAgent, skill & MCP directories covers catalogs where agents, GPTs, skills, plugins and MCP servers are published and found, including MCP registries.27
Customer support / CX agentsCustomer support / CX agents covers autonomous agents that resolve customer service conversations across chat, email, voice.40
Enterprise agent platformsEnterprise agent platforms covers vendor suites for building, governing and deploying agents across a company's systems.28
General-purpose autonomous agentsGeneral-purpose autonomous agents covers agents that attempt arbitrary multi-step tasks end to end, hosted or self-hostable (open source / hosted is a record facet).25
No-code agent buildersNo-code agent builders covers visual or low-code tools for non-engineers to build and run agents.30
Real-time voice & video agent infrastructureReal-time voice & video agent infrastructure covers WebRTC/SIP media transport, telephony and open pipeline frameworks that carry live audio/video between users and AI agents; the build-your-own layer under hosted voice platforms.32
Research / deep-research agentsResearch / deep-research agents covers agents that plan multi-step web or literature research and write cited reports.29
Sales / GTM agentsSales / GTM agents covers AI SDRs and go-to-market agents for prospecting, outreach and qualification.28
Self-hosted LLM chat interfaces & local LLM appsSelf-hosted LLM chat interfaces & local LLM apps covers deployable chat front-end apps and desktop apps for talking to models locally or on your own server (finished apps, not UI component libraries or inference engines).30
Voice agentsVoice agents covers platforms for building agents that hold a spoken conversation in real time.28
Questions
Agents, answered.
What is the Agents layer of AI infrastructure?Agents are AI systems that carry out tasks on their own, and the parts they are built from: agent platforms, memory, voice agents, research agents and the directories where agents and skills are published.
What does the Agents layer include?It has 12 categories: Agent UI / frontend frameworks, Agent memory, Agent, skill & MCP directories, Customer support / CX agents, Enterprise agent platforms, General-purpose autonomous agents, No-code agent builders, Real-time voice & video agent infrastructure, Research / deep-research agents, Sales / GTM agents, Self-hosted LLM chat interfaces & local LLM apps and Voice agents.
How many Agents products does Unfragile track?346 products across 12 categories, each category with its own page.
What works here
The three products on this layer.
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