Market Map

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Creative media and design 92

Sales and marketing 80

Productivity and collaboration 85

Software development and IT operations 77

Entertainment and lifestyle 98

AI application development and infrastructure 28

AI model playgrounds 2

AI agent workforce platforms 1

Language model APIs 1

Multimodal AI model platforms 2

Computer vision APIs 1

No-code business AI agent and workflow builders 312

Conversational AI app and chatbot builders 125

AI application and agent development platforms 121

Developer image generation models and APIs 100

Multi-provider AI model API gateways 83

AI prompt development and optimization tools 68

Managed AI agent runtimes and hosting 56

AI prompt marketplaces and discovery libraries 53

AI compute infrastructure 51

AI system operations and evaluation platforms 40

AI agent memory infrastructure 39

Agentic browser automation 35

Web search APIs 31

AI decision support tools 31

AI agent payments 30

AI training data platforms 29

AI agent tool integration and MCP platforms 22

AI software requirements and specification tools 21

AI job description and recruitment ad generators 12

Custom software development services 11

Synthetic data generation 8

Writing and publishing 35

Data, analytics and research 39

Finance and accounting 46

Healthcare, life sciences and wellness 47

Education and training 33

Human resources and careers 16

Commerce and retail 30

Customer service and success 7

Security and privacy 30

Real estate, construction and industrial operations 32

Business operations and automation 17

Product management and user research 7

Legal and compliance 26

Travel and hospitality 16

Public safety and criminal justice 1

Selected market #11799

AI agent tool integration and MCP platforms

Infrastructure hired to expose, connect, discover, host, test, and govern tools or data services used by AI agents, including MCP interfaces, excluding general agent builders and website audits that do not provide agent integrations.

AI application development and infrastructure · 1.7% of its observed products

Public products

Organic visits / mo

5,850 est.

Median visits / mo

1.5 est.

Top-three traffic share

95.6%

Products

Current public products for this market, Top first and limited to six.

MCP PaaSTop player

cyclr.com

5,060 est. visitsDR 35.0

Aident AITop player

aident.ai

314 est. visitsDR 22.5

MeetStream AITop player

meetstream.ai

217 est. visitsDR 18.3

SkillregTop player

skillreg.dev

109 est. visitsDR 18.8

SentieTop player

sentie.io

91 est. visitsDR 19.8

DoneDoneTop player

donedone.run

37 est. visitsDR 17.1