Comprehensive Global AI Agent Catalog 2026 – Full Tool List and Ecosystem Analysis

1. General‑Purpose Agents and Infrastructure

The AI agent market is evolving from conversational generation to task execution, making agents the core form of AI services. By 2026, agents have moved from proof‑of‑concept to full engineering deployment, forming a complete ecosystem that includes foundational infrastructure, development platforms, production tools, and vertical applications.

Domestic General‑Purpose Agents

Kimi K3 (Moon Shadow) – Enterprise knowledge‑graph assistant for cross‑application Q&A and content generation.

Super AI Agent (Tian Gong) – One‑click AI document, PPT, and spreadsheet generation using DeepResearch and professional skills.

Coze (ByteDance) – Multi‑model integration, visual workflow, and multi‑channel publishing.

Manus – Cloud‑native autonomous agent with an isolated compute environment for research, development, and data processing.

Thunder AI – Cloud computer/phone/IM agent for office creation and skill ecosystem.

WorkBuddy (Tencent) – Full‑scenario workplace AI workstation.

QClaw (Tencent) – Lightweight remote office delivery assistant.

Marvis (Tencent) – System coordination agent.

Foreign General‑Purpose Agents

OpenAI Codex – Code understanding and generation with autonomous computer operation.

Claude Code – End‑to‑end software programming, data analysis, and project management.

Microsoft Copilot Agent – Multi‑step planning, tool invocation, and automated execution.

Devin – AI software engineer for code migration, PR review, and documentation.

Perplexity Computer – AI project manager orchestrating 20+ top models.

OpenClaw – Personal AI assistant with multi‑channel integration (WeChat, QQ, Feishu, Slack, etc.).

2. Agent Development Platforms and Infrastructure

The Model Context Protocol (MCP) has become the de‑facto standard for connecting agents to external tools. Major MCP servers include:

GitHub MCP – Repository, file, issue, PR, and code search.

Playwright MCP – Browser automation and end‑to‑end testing (40+ tools).

Git MCP / Filesystem MCP – Local repository and file‑system operations.

Docker MCP Toolkit – Containerized MCP resources.

Kubernetes MCP Server – Cluster management.

Search & Data Collection MCPs – Brave Search, Exa, Tavily, Firecrawl, plus vector stores (Postgres, Redis, Elasticsearch, Qdrant).

Office Collaboration MCPs – Feishu, DingTalk, Google Workspace, Slack, Notion, Atlassian, Airtable, Asana, Composio.

Design & Media MCPs – Figma, Canva, Cloudinary, Stripe, Shopify, Runway API, YouTube Transcript.

3. Production‑Grade Agents

Programming Agents (Domestic)

CodeBuddy (Tencent) – AI dialogue, code completion, MCP server, supports 200+ languages and dozens of IDEs.

ZCode (ZhiPu) – Lightweight AI code editor for planning, coding, review, and deployment.

Trae (ByteDance) – Built‑in/customizable agent for autonomous code‑base exploration and terminal commands.

Comate (Zulu) (Baidu) – Multi‑modal full‑stack automatic programming, code generation, debugging, and deployment.

SenseTime Little Bear – General AI writing assistant for documents, PPTs, and more.

Programming Agents (Foreign)

Google Jules (DeepMind) – Asynchronous autonomous programming, repository cloning, planning, and code modification.

Cursor Agent – Understands project context and autonomously modifies and generates project code.

Bolt.new (StackBlitz) – In‑browser full‑stack development with chat‑driven generation, execution, and deployment.

Aider – Terminal‑based coding agent tightly integrated with Git.

Replit Agent – Natural‑language task description to automatic project build, iteration, and deployment.

Mini‑SWEagent – Autonomous bug fixing for GitHub issues and security vulnerabilities.

4. Office and Efficiency Agents

Office Assistants (Domestic)

DingTalk Wukong – Document operation, scheduling, and approval deeply embedded in the office ecosystem.

WorkBuddy (Tencent Cloud) – Expert digital employee with multi‑agent collaboration, data analysis, and content creation.

WPS Lingxi – Native Office agent for document creation, PPT generation, and data processing.

Feishu Ally – Enterprise knowledge retrieval and complex task planning.

OfficeAce (Huawei Cloud) – Contract review, writing, and document summarization.

Fanwei XiaoAe – Process approval, invoice recognition, and AI‑assisted writing.

Office Assistants (Foreign)

Amazon Q Business – Enterprise information search and action recommendations.

Reclaim.ai – Automatic task scheduling, meeting handling, and priority conflict resolution.

Motion – Sales, marketing, and project‑management automation.

Fyxer – Email organization, priority assessment, draft replies, and meeting minutes.

Viktor – Context‑aware scanning of public channels to optimize workflow.

Moveworks – Multi‑system knowledge retrieval and personalized employee assistance.

Meeting Management Agents

Tencent Meeting AI Assistant – Personalized reminders, meeting summaries, and key‑point extraction.

Feishu Smart Minutes – Real‑time summarization and post‑meeting review.

Read AI – Live transcription, summarization, action items, and speaker analysis.

Otter Meeting Agent – Active participation, Q&A, and task execution.

Fireflies.ai – Automatic meeting recording, summary generation, and CRM integration.

Zoom AI Companion – Online/offline meeting summaries, key conclusions, and action items.

tldv – Custom meeting minutes with CRM sync and automated follow‑up emails.

5. Content Creation Agents

Text Generation (Domestic)

GenFlow (Baidu Wenku) – Multi‑format generation for blogs, Xiaohongshu, novels, PPTs.

Wawa Writing – Novel, script, media copy, and video script generation.

Ma Liang Writing – Seven specialized agents for supervision, blueprint, consistency, error correction, etc.

Loomi – Multi‑agent AI social‑media content system.

Wenxin Yiyan Super Agent – Full‑modal Chinese creation for ads, scripts, and posts.

AutoGLM Xiao Ao – Structured research report and PPT generation via deep search.

ModuTong (midu) – AI document writing, work summaries, and promotional material.

Writing Cat (MiTa) – Intelligent proofreading, rewriting, and content generation.

Text Generation (Foreign)

Sanity Content Agent – Multilingual brand content and localization.

Smartcat Blog Writer – SEO‑optimized blog writing.

Relato – Content‑gap analysis and style guide agents.

Grammarly – Context‑aware digital writing assistant.

CopyJump – Seven‑agent SEO content creation pipeline.

AgentWorks Blog Writer – Bulk blog production for content teams.

Image Generation (Domestic)

FigCraft – Seven image‑model orchestration for product, packaging, and social media graphics.

Mira (Tencent) – Brand visual design, UI, and 3D rendering.

Star Flow (LiblibAI) – One‑stop creative design with task decomposition, image generation, and layout.

Gaoding – Unlimited canvas with AI design agents.

ZCool AI Design Agent – Professional design workflow for specific scenarios.

Meitu Design Studio – Multi‑agent collaborative e‑commerce design.

Mew Design – Posters, icons, digital art, and comic storyboard generation.

ard.ot (Tencent) – Text‑to‑UI and operational poster generation.

Image Generation (Foreign)

Midjourney Agent / Canva Agent / Adobe Firefly Agent – Agent‑ified mainstream design tools.

Recraft Agent – Multi‑format visual generation with consistent brand style.

Kittl Agent – Template‑driven design automation.

Video Creation (Domestic)

Little Cloud (ByteDance) – One‑stop AI video and image creation platform.

Wan Jing Yi Ke (Alibaba Cloud) – Storyboard, infinite canvas, and three creation modes.

Yuan Jing (Zhiling Power) – One‑sentence video generation with script, storyboard, and final cut.

Peanut (Bilibili) – Topic selection, copywriting, material sourcing, dubbing, subtitles, MG animation to final video.

Jumu (Drama Stage) – AI short‑drama industrial production platform.

Dimensional Brush (Chinese Online) – AI short‑drama and comic production tools.

SkyProduction (Kunlun) – End‑to‑end AI short‑drama creation with AI production team collaboration.

ShuaChuang (Volcano Engine) – Multi‑agent collaborative short‑drama workflow.

Video Creation (Foreign)

Genra – Conversational video creation with scene breakdown, visual generation, and voice‑over.

Invideo Agent One – Production‑layer video making with long‑term memory and multi‑model coordination.

Runway Gen‑3 Agent – Professional‑grade video generation and editing.

Music Creation Agents

Tunee (Quwan Tech) – Conversational music creation with style, emotion, lyrics, and arrangement adjustments.

Gele (AI) – Dialogue‑driven music creation, MV, mixing, mastering, and vocal cloning.

Mureka (Kunlun) – Multi‑professional music agents for lyrics, genre, and arrangement.

Flow Music (Google Labs) – AI producer agent coordinating lyrics, vocals, mixing, and instruments.

SongAgent – Music blueprint decomposition into instruments, key, tempo, and style.

MusicMake.ai – End‑to‑end music workflow: generation, editing, cover, and mixing.

6. Vertical Industry Agents

Academic Research

KNoVer (Beihang) – Conversational research assistant generating million‑word drafts.

Desearch (Zhiling Power) – Deep retrieval for high‑quality multi‑thousand‑word research reports.

AMiner (Tsinghua/ZhiPu) – Tech intelligence mining and deep research.

CNKI AI – “Apple Tree” agent suite with four service layers.

Qinyan Academic / SciMaster – Literature retrieval, deep reading, and writing assistance.

AutoSOTA (Tsinghua FIBLab) – Eight‑agent system completing paper reproduction and experiment scheduling.

Elicit / Consensus / Scite / ResearchRabbit / Julius AI / Genei – End‑to‑end research workflow covering literature search, Q&A, review generation, and data analysis.

Legal Assistance

AMICUS – Teach‑able AI assistant for deep analysis report generation.

Fali (Alibaba Cloud) – Legal consulting, document generation, case retrieval, and automatic statute lookup.

LawOne – Nine core capabilities covering ten high‑frequency legal scenarios.

Legora – End‑to‑end planning, execution, and legal review.

CoCounsel (Thomson Reuters) – Westlaw/Practical Law‑based agentic workflow.

Spellbook – Contract review, drafting, and cross‑document research.

Harvey – Full lifecycle: planning, research, work, delivery, review.

Eve – Automated case handling, file review, and complaint drafting.

Financial Investment

Agentar (Ant Financial) – Financial‑grade agent platform with knowledge base and MCP services.

AlphaEngine (Entropy) – One‑click investment research, report, meeting minutes, and Q&A.

Hebbia – Enterprise AI agents for unstructured data processing.

Kavout – AI research team covering stocks, crypto, forex, and ETFs.

Reflexivity – Institutional investment analysis with agent‑generated code for complex queries.

AlphaSense – Deep research generating institutional investment briefs.

Public – Investment agent monitoring markets, moving capital, and executing strategies.

Healthcare

Ant A‑Fu – AI health concierge for consultation, report interpretation, appointment booking, and cloud companion.

NOAH AI – Automatic research for medical professionals using PubMed, guidelines, and patents.

Kuxing ZhiYi – AI agent middleware with 20+ pre‑built medical agents.

Hippocratic AI – 1,000+ non‑diagnostic medical agents for follow‑up and chronic disease management.

Corti – Medical coding and care coordination agent.

Notable – Hospital operations AI agent workforce.

Hyro – Voice and dialogue AI agents for medical use.

Infinitus – Medical call automation, insurance verification, and pre‑authorization follow‑up.

E‑commerce

Weimeng WAI – 15‑agent matrix covering the entire e‑commerce operation.

TanYu Agent – Dual‑agent collaboration for product listing, material filling, and activity registration.

Accio Work (Alibaba International) – Trend analysis, product selection, supplier discovery, and procurement task generation.

Youzan Intelligent Operations – Public‑domain acquisition and private‑domain repurchase management.

SHOPLAZZA AdValet – Advertising agent for Meta channel automation.

YuLiu Agent – Multi‑platform e‑commerce customer service system.

Gorgias – AI customer service automating over 60% of requests.

Solvea – 200+ e‑commerce agents for customer service, operations, reviews, and competitor analysis.

Marketing & Operations

Jasper Agents – End‑to‑end marketing content pipeline.

Breeze Agents (HubSpot) – Content planning, production, channel adaptation, distribution, and performance optimization.

Kuaizi – Full‑chain “plan‑produce‑edit‑publish‑manage” with 24‑hour hotspot monitoring.

Quill (AirOps) – Content strategy, AEO optimization, and citation growth.

Fenghuo Wheel AI – Data gathering, proposal writing, and poster creation.

Deep Agent (DeepYan) – Intelligent user operations and ad placement.

Tencent Qidian Marketing Cloud – AI‑driven full‑chain intelligent marketing.

IT Operations & SRE

PagerDuty SRE Agent – Historical incident analysis, automated workflow execution, and fix verification.

New Relic SRE Agent – Alert‑to‑resolution pipeline with telemetry‑assisted investigation.

Datadog Bits – Minute‑level root‑cause identification.

ServiceNow ITSM Agent – Incident triage, investigation, and solution generation.

Dynatrace – Topology‑, transaction‑, and code‑based anomaly detection and root‑cause analysis.

ZnAiops (Digital China) – Full‑stack integrated operations management.

Qingfan Cloud Eagle Eye – Dedicated SRE agent for fault analysis and rapid recovery.

HatechClaw – Alert aggregation, root‑cause location, and automated remediation.

Security Operations

Darktrace Agents – Autonomous threat detection and response.

CrowdStrike Charlotte AI – AI security analyst.

Microsoft Security Copilot Agents – Security incident investigation and response.

Palo Alto Networks XSIAM Agents – AI‑driven security operations platform.

SentinelOne Purple AI – Threat hunting and investigation.

Wiz AI Security Agent – Cloud security posture analysis and risk remediation.

Talent Recruitment

Tan Ye – End‑to‑end recruiting loop with proactive sourcing, communication, screening, and interview.

Hunting Tu Hang – Intelligent sourcing, AI communication, and recruitment workflow automation.

Moka – Intelligent recruitment management system.

iBuilder (YiLu) – AI talent scout, AI interviewers, and senior HR consulting.

Workable Agent – Job brief creation, automatic sourcing, and screening.

Paradox Olivia – 24/7 candidate dialogue, Q&A, and interview scheduling.

Pin – End‑to‑end AI recruiting agent.

Moonhub – Strategic deployment expert offering direct candidate hiring.

Education & Lifestyle

National Higher Education Smart Platform – Campus teaching agent zone.

Star Light (iFlytek) – Lesson preparation, teaching research, student analysis, and home‑school communication.

Tencent Education Agent Platform – Teaching, management, and research scenarios.

Zhixiao Yan – Subject tutoring, experiment simulation, and research assistance.

Cogniti (University of Sydney) – Teacher‑created controllable course agents.

Khanmigo (Khan Academy) – Socratic questioning to guide learners.

SchoolAI – Personalized learning task design.

Starfield (MiniMax) – Life companion AI agent.

HeyQ – Family organizer assistant for calendar, tasks, meals, and shopping.

Ohai! – Personal household assistant.

Kindroid – AI character and companion with long‑term nurturing.

Taskade Personal Reminder – Personal reminder agent.

Virtual Human Agents

Synthesia – Enterprise AI virtual human creation with real‑time subject expertise.

Baidu Cloud Digital Employee – Video production, live streaming, and real‑time dialogue.

D‑ID – AI video and interactive avatar generation.

SenseTime Ruying – Digital human live‑streaming studio and interactive avatars.

Soul Machines – “Biological AI” driven virtual humans with multimodal interaction.

Tencent Cloud Intelligent Digital Human – Multimodal human‑machine interaction system.

Game Development & Testing

SoonJy (Shunjing) – Game creation agents for code, map, character, UI generation.

OpenGame – End‑to‑end open‑source web‑game development framework.

AURA (RamenVR) – Unreal/Unity AI agents for Blueprint, C++, C.

Bezi Perception Development Agent – Direct manipulation within Unity editor.

Coplay – Embedded collaborative agent for Unity.

RPGGO – No‑code text RPG creation.

modl.ai – Automated game testing with visual understanding, input simulation, and report generation.

Browser & Desktop Automation

ChatGPT Atlas – AI browser with Agent Mode for autonomous browsing and task execution.

Claude in Chrome – Browser extension agent for multi‑step web workflows.

Fellou – “Action‑type browser” translating natural language into executable results.

Comet (Perplexity) – AI‑driven proactive web assistant.

BrowserOS – Open‑source browser with built‑in AI agents for task automation.

Opera Neon – Integrated AI workspace browser.

Browser Use – Open‑source browser agent executing APIs from natural language.

Meteor – AI‑native browser automating repetitive work.

Software Testing Agents

Tricentis Tosca – AI‑driven test automation agent.

Functionize – Native AI testing platform eliminating test case authoring and maintenance.

BrowserStack – AI agents spanning the entire testing lifecycle.

TestMu AI – Full‑stack testing for web, mobile, UI, API, and databases.

Autify – AI‑accelerated software testing lifecycle.

Momentic – AI web/mobile app test automation.

TestSprite – AI‑generated code verification and self‑repair of defects.

Byte DeerFlow2.0 – Open‑source multi‑agent collaborative testing framework.

Data Analysis & Business Insight Agents

SwiftAgent (ChatExcel) – Automatic Excel handling, data visualization, and dashboard building.

Shuai Light Boat – Analysis‑decision‑action loop with real‑time insight and anomaly alerts.

Deepinner – Local LLM‑driven Excel data processing.

DeepMiner (MingLuo) – Business data analysis agent cluster.

Tableau Agent – Automated data preparation, cleaning, and visualization.

Tellius – Collaborative partner for real‑time monitoring, anomaly, and root‑cause analysis.

Thoughtspot Spotter – Enterprise AI analyst providing explainable decision insights.

Databricks Genie – Natural‑language query and analysis of enterprise data.

Athena AI (Contify) – Autonomous market and competitive intelligence.

CB Insights Agent – Company search, due‑diligence, and market scanning.

Klue – Competitive intelligence collection and push.

Similarweb Trend Analyzer – AI‑driven competitive trend analysis.

Deep Innovation (Chaos) – Strategic consulting AI agent.

Qichacha Intelligent Data Platform – MCP‑based enterprise commercial data provision.

Wisdom芽 – IP and R&D engineering AI agent platform.

7. Ecosystem Characteristics

Structure

The AI agent ecosystem forms a four‑layer pyramid:

Base Layer: Large‑model providers (OpenAI, Anthropic, DeepSeek, ZhiPu, Moon Shadow, etc.) offering generic agent capabilities.

Tool Layer: MCP protocol, vector databases, and low‑code platforms constitute the foundational infrastructure.

Production Layer: Specialized agents for programming, design, audio‑video, and office tasks boost productivity.

Application Layer: Domain‑specific agents for law, finance, healthcare, e‑commerce, and more embed deep expertise.

Key Trends

MCP as the connectivity standard: Major platforms (Feishu, DingTalk, Google Workspace, Slack, etc.) have launched official MCP servers, enabling plug‑and‑play agent integration.

Open‑source flourishing: Projects like OpenClaw spawn 30+ industry‑specific derivatives (medical, research, investment), creating a “open core + industry distribution” model.

Multi‑agent collaboration: From Ma Liang’s seven‑agent writing system to AutoSOTA’s eight‑agent paper‑reproduction pipeline, multi‑agent orchestration is moving from concept to production.

End‑to‑end autonomous execution: Agents now evolve from simple Q&A to full task planning, tool invocation, and result delivery loops.

Vertical deepening: Legal, medical, and financial agents now possess domain knowledge bases, compliance checks, and professional document generation, moving beyond generic AI wrappers.

Domestic substitution and self‑control: Chinese vendors have built complete stacks across all layers, achieving strong replacement capability in sensitive sectors such as government, finance, and law.

Conclusion

By 2026, AI agents are no longer hype but essential productivity tools across software development, content creation, legal services, financial analysis, healthcare, and IT operations. The ecosystem’s multi‑layered structure, MCP‑driven interoperability, thriving open‑source community, and increasing multi‑agent collaboration signal a rapid transition toward a “everything‑as‑Agent” era. Enterprises and developers must understand agent capabilities, ecosystem topology, and appropriate technology stacks to capture the emerging AI-driven value.