Google's AI research assistant that grounds answers in uploaded sources — PDFs, notes, audio.
RAGMemoryVoice
Demo · hover to play
101 agents · capability hub
AI agents with memory2026
Agents that remember across sessions — facts about you, past episodes, learned procedures. The difference between an assistant that feels new every time and one that grows with use.
Want the technical definition? Read the memory glossary entry →
The 101 agents that ship memory
GitHub's AI pair-programmer — inline completions, chat, and the new Agent mode that ships PRs.
CodeTool useMemoryDemo · hover to playCodeium's AI editor — Cascade agent flows alongside in-line completion and chat.
CodeTool useMemoryBrowserDemo · hover to playMulti-step research agent inside ChatGPT — autonomous browsing produces 5-30min citation-heavy reports.
BrowserRAGMemory
Demo · hover to playBrowser-driving agent that completes web tasks autonomously — booking, shopping, research.
BrowserTool useVisionMemoryDemo · hover to playMicrosoft's AI work assistant — agents across Word, Excel, Outlook, Teams, and the Microsoft 365 stack.
Tool useRAGMemoryVisionDemo · hover to playAI voice platform with Conversational Agents — production-grade voice cloning, TTS, and voice agents.
VoiceTool useMemoryDemo · hover to playBackground agent that drives the Cursor editor across multi-file changes.
CodeTool useMemoryDemo · hover to playClaude with computer-use capability — sees the screen, moves cursor, types, navigates apps autonomously.
BrowserTool useVisionMemory
Demo · hover to playAI language tutor — practice conversations with patient native-level AI tutors in 40+ languages.
VoiceMemoryDemo · hover to playAutonomous AI software engineer that ships PRs end-to-end.
CodeTool useBrowserMemoryDemo · hover to playAI assistant inside Notion — write, summarize, query your workspace, and run agents on connected data.
RAGMemoryTool useDemo · hover to playVisual workflow automation with AI agents — drag-and-drop scenarios across 2,000+ apps.
Tool useMemoryMulti-agentDemo · hover to playMicrosoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemoryAnthropic's terminal agent — composable, scriptable, and built around Claude's tool-use loop.
CodeTool useMemoryDemo · hover to playOpen-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.
Multi-agentTool useMemoryDemo · hover to playPersonal AI companion from Inflection — emotionally intelligent conversation partner.
VoiceMemoryDemo · hover to play7,000+ app integrations plus an AI agent layer — your existing automation stack, now with planning.
Tool useMemoryDemo · hover to playAI meeting agent that transcribes, summarizes, and extracts action items from every conversation.
VoiceRAGMemoryDemo · hover to playMulti-step research agent that produces sourced reports from a single question.
BrowserRAGMemory
Demo · hover to playKhan Academy's AI tutor — Socratic-style coaching for math, writing, history, and exam prep.
VoiceMemoryRAG
Demo · hover to playConversation-intelligence agent for sales and CS — transcribes, scores, and syncs calls to your CRM.
VoiceRAGMemoryTool useDemo · hover to playLangChain's stateful multi-agent framework — graph-based orchestration with persistence and human-in-the-loop.
Multi-agentTool useMemory
Demo · hover to playGeneral-purpose agent that turns a single prompt into a finished deliverable.
BrowserTool useCodeMemoryGet AGENTS20codeAGENTS20
Demo · hover to playAI search engine for scientific research — surfaces answers from 200M+ peer-reviewed papers.
RAGMemoryDemo · hover to playBuild and ship full applications from a single prompt — runs in the Replit cloud.
CodeTool useBrowserMemoryDemo · hover to playAI dev tool that builds entire production apps from spec — formerly GPT Pilot, open-source roots.
CodeTool useMemoryDemo · hover to playAWS's enterprise AI agent — coding assistant, business chat, and customizable Q apps grounded in your AWS data.
CodeTool useRAGMemoryDemo · hover to playHubSpot's AI agent layer for content, prospecting and CRM workflows — native to where marketing lives.
Tool useMemoryRAG
Demo · hover to playSales intelligence AI — 275M contact database plus AI sequences, dialer, and deal management.
Tool useMemoryRAGDemo · hover to playAI pendant + meeting recorder — captures conversations and surfaces them as searchable memory.
VoiceMemoryRAGDemo · hover to playAI task + calendar planner — auto-prioritizes tasks, schedules deep work, replans when meetings shift.
Tool useMemoryDemo · hover to playEmpathic voice interface — speech-to-speech model that reads emotion and responds in kind.
VoiceMemoryTool useDemo · hover to playSalesforce's platform for building and deploying AI agents inside your Salesforce instance.
Tool useRAGMemoryDemo · hover to playAI calendar assistant — auto-schedules focus time, tasks, habits, and meetings around your priorities.
Tool useMemory
Demo · hover to playAutonomous coding agent grounded in your whole codebase — multi-file edits with deep context.
CodeTool useMemoryRAG
Demo · hover to playPrivacy-first AI coding assistant — runs on your own infrastructure or in a private cloud.
CodeTool useMemoryDemo · hover to playLong-running researcher inside Gemini that plans, browses and writes briefs.
BrowserRAGMemoryVision
Demo · hover to playOpen-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Tool useMemoryMulti-agentDemo · hover to playAI search engine for developers — answers technical questions with code-first results and citations.
BrowserRAGMemoryDemo · hover to playCode intelligence agent for enterprise — answers questions about your code, navigates large monorepos.
CodeTool useRAGMemoryDemo · hover to playByteDance's AI coding IDE with autonomous Builder mode — multi-file scaffolding from a single prompt.
CodeTool useMemoryRevenue intelligence AI — records, analyzes, and coaches every customer call across your sales org.
VoiceRAGMemoryTool use
Demo · hover to playAI digital workers for sales — Alice (SDR), Mike (SDR), and Jordan (CSM) handle full-cycle outbound.
BrowserTool useMemoryRAGDemo · hover to playOpen-source coding agent for VS Code and JetBrains — bring your own model, customize every prompt.
CodeTool useMemoryDemo · hover to playResolution-based AI agent built into Intercom — pays for what it actually deflects.
RAGTool useMemoryDemo · hover to playMeeting-notes agent that captures, summarizes and turns calls into action — the personal CoS for knowledge workers.
MemoryTool useVoiceDemo · hover to playEnterprise voice assistants for call centers — natural conversations that resolve customer calls.
VoiceTool useMemoryRAGDemo · hover to playBuild no-code AI employees for inbox, meetings and CRM updates.
Tool useMemoryVoiceGet AIAGENTScodeAIAGENTSDemo · hover to playDeveloper-first voice agents — build production phone agents with an SDK and dashboard.
VoiceTool useMemoryDemo · hover to playEnterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
RAGMemoryTool useDemo · hover to playDigital humans for customer interactions — autonomous animated characters with realistic emotion.
VoiceVisionMemoryDemo · hover to playAI BDR that researches, drafts and sends outbound at human-quality.
BrowserTool useMemoryGet AIAGENTScodeAIAGENTSDemo · hover to playAI agent inside Linear — triages issues, drafts engineering specs, runs cross-team workflows on tickets.
Tool useRAGMemory
Demo · hover to playAI sales execution platform — engagement sequences, deal forecasting, and conversation intelligence.
VoiceTool useMemoryRAG
Demo · hover to playProduction voice agent infrastructure — build inbound, outbound, and IVR-replacement agents that scale.
VoiceTool useMemoryRevenue intelligence platform — captures all sales activity automatically and feeds pipeline analytics.
Tool useRAGMemoryDemo · hover to playGitHub's natural-language micro-app builder — describe a personal app, get a deployed working version.
CodeTool useMemory
Demo · hover to playAI employee for IT and HR — resolves helpdesk tickets, answers policy questions, automates internal ops.
RAGTool useMemoryDemo · hover to playAI customer service agent — resolves tickets across chat, email, voice with measurable deflection rates.
RAGTool useMemoryVoiceDemo · hover to playAI email coach for sales reps — scores cold emails in real time and rewrites them for higher reply rates.
Tool useMemoryDemo · hover to playLiterature-review agent for academics — extracts and synthesizes from 200M+ papers.
RAGMemoryDemo · hover to playBranded customer-facing agents from the founders of Salesforce + Google.
VoiceTool useMemoryRAGDemo · hover to playCompetitive intelligence platform — tracks competitor moves and feeds sales teams winning battle cards.
RAGTool useMemoryDemo · hover to playAI docs platform — generates, maintains, and answers questions on your developer documentation.
RAGTool useMemoryDemo · hover to playAI legal associate for law firms — drafts, reviews, and researches across complex matters.
RAGMemoryTool useDemo · hover to playProduction voice agent platform — LLM-native phone agents with low-latency streaming and per-minute pricing.
VoiceTool useMemoryDemo · hover to playAI email client — natural-language search, summary, scheduled send, and AI-drafted replies grounded in your inbox.
RAGMemoryTool useDemo · hover to playSmart citations and AI research assistant — papers classified by supporting vs contrasting evidence.
RAGMemoryDemo · hover to playBrand-aware agents that draft and schedule campaigns across channels.
Tool useMemoryGet AGENTS25codeAGENTS25Demo · hover to playAutonomous AI engineer trained on long contexts — handles hour-long coding sessions without losing track.
CodeTool useMemory
Demo · hover to playAI workflow agent that prioritizes a rep's day across calls, emails and tasks based on signal strength.
Tool useMemoryRAGPersonal AI agent that browses the web for you — books flights, fills forms, completes tasks autonomously.
BrowserTool useVisionMemoryDemo · hover to playSelf-organizing memory agent that captures and surfaces what matters.
MemoryRAGTool useDemo · hover to playAI sales agent for outbound — generates personalized sequences, manages cadences, and books meetings.
Tool useMemoryRAGDemo · hover to playAI recruiter "Olivia" — sources candidates, screens, schedules interviews, and handles onboarding logistics.
Tool useMemoryRAGVoice
Demo · hover to playNo-code voice AI builder — design, deploy, and monitor phone agents without writing code.
VoiceTool useMemoryDemo · hover to playSecurity and IT workflow agents with human-in-the-loop gates — the no-code platform for SOC + ITOps.
Tool useMemoryDemo · hover to playGitHub-native agent that turns issues into reviewed pull requests.
CodeTool useMemoryDemo · hover to playSafety-focused AI healthcare agents — patient outreach, intake, chronic-care follow-up.
VoiceRAGTool useMemory
Demo · hover to playNo-code AI agent builder — design and ship multi-step LLM workflows that anyone on the team can edit.
Tool useMemoryMulti-agentRAGDemo · hover to playConversational support agents that resolve tickets like your best reps.
Tool useMemoryRAGDemo · hover to playAutonomous AP accountant — reads invoices, codes GL accounts, routes approvals, posts to your ERP.
VisionTool useMemoryDemo · hover to playAI-powered bookkeeping and CFO services for startups — autonomous monthly close with human reviewers.
Tool useMemoryRAG
Demo · hover to playAI talent intelligence — skills-based hiring, internal mobility, and workforce planning powered by deep learning.
RAGMemoryTool useDemo · hover to playConversational AI agent assist for contact centers — coaches reps and automates after-call work in real time.
VoiceTool useMemoryRAGDemo · hover to playHuman-in-the-loop workflow agents that connect 100+ apps with approvals.
Tool useMemory
Demo · hover to playAutonomous AI support agent — resolves tier-1 tickets across email and chat with measurable deflection.
RAGTool useMemoryDemo · hover to playAd-creative agents that generate and AB-test full video campaigns.
VisionTool useMemoryAI controller — autonomous month-end close, reconciliations, flux analysis and variance commentary.
Tool useMemoryRAG
Demo · hover to playBrowser-driving AI agent — completes multi-step workflows on real web apps the way a human would.
BrowserTool useMemoryVisionYour personal AI chief of staff for inbox, calendar and life admin.
Tool useMemoryVoiceGet AGENTS15codeAGENTS15Demo · hover to playAI-driven bookkeeping for SMBs — categorizes transactions, reconciles bank feeds, generates monthly close.
Tool useMemoryRAGDemo · hover to playBuild durable agents that act on your internal data — open framework.
Tool useRAGMemoryMulti-agentDemo · hover to playAccount research agents that prep your AEs before every call.
BrowserRAGMemory
Demo · hover to playVisual canvas agent — plans, drafts and thinks alongside you.
Tool useMemoryVisionDemo · hover to playVoice agents for contact centers — handles tier-1 calls end-to-end.
VoiceTool useMemoryDemo · hover to playAI sales engagement — multichannel sequences, Jason AI SDR, and inbox-warming for outbound at scale.
Tool useMemoryVoiceDemo · hover to playPersonalized outreach AI — image/video personalization, warm-up, and multichannel sequences for cold outbound.
Tool useMemoryDemo · hover to playCold-email infrastructure — unlimited sending accounts, AI personalization, and built-in inbox warming.
Tool useMemoryDemo · hover to playUnlimited cold-email scale — infinite mailboxes, AI rewriting, and master inbox for multi-account outbound.
Tool useMemory
Demo · hover to play
Frequently asked
What is memory in AI agents?+
The persistent state an agent maintains across turns and sessions — covers short-term context, long-term facts, episodic events, and procedural skills. Distinct from the LLM context window.
Which AI agents support memory?+
101 agents in our index ship memory. The list above is sorted by community interest; NotebookLM, GitHub Copilot, Windsurf are the most-researched in 2026.
How do I evaluate memory in an AI agent?+
Look for: (1) reliability across edge cases, not just demo videos; (2) how the agent recovers when memory fails mid-task; (3) whether memory is the default mode or an opt-in feature. Production-ready agents publish memory benchmarks; demos and screenshots aren't enough.
Explore other capabilities