Categories

Database

1696 evaluated avg 67

MCP 1557 servers

Auth

1342 evaluated avg 66

MCP 1247 servers

Ai Ml

1070 evaluated avg 42

MCP 577 servers

Api

940 evaluated avg 62

MCP 869 servers

Infrastructure

929 evaluated avg 23

MCP 244 servers

DevTools

805 evaluated avg 39

MCP 537 servers

Developer Tools

237 evaluated avg 41

MCP 4 servers

Other

214 evaluated avg 17

MCP 14 servers

Automation

152 evaluated avg 45

MCP 99 servers

Security

150 evaluated avg 40

MCP 47 servers

Communication

144 evaluated avg 40

MCP 58 servers

API Gateway

95 evaluated avg 44

MCP 75 servers

Monitoring

88 evaluated avg 37

MCP 27 servers

Search

74 evaluated avg 35

MCP 24 servers

Databases

73 evaluated avg 31

SQL, NoSQL, vector databases, caching

MCP 17 servers

Storage

50 evaluated avg 34

MCP 8 servers

Cms

47 evaluated avg 33

MCP 7 servers

Productivity

32 evaluated avg 53

MCP 1 server

Devops

25 evaluated avg 73

Data

23 evaluated avg 67

MCP 1 server

Finance

23 evaluated avg 36

Messaging

22 evaluated avg 48

MCP 9 servers

File Management

21 evaluated avg 24

File storage, conversion, processing

Agent Skills

20 evaluated avg 26

Claude Code skills, agent capabilities, prompt templates, workflow automations

MCP 2 servers

Testing

19 evaluated avg 41

MCP 5 servers

Cloud Infrastructure

18 evaluated avg 67

MCP 1 server

Analytics

16 evaluated avg 65

MCP 6 servers

Cloud

16 evaluated avg 67

MCP 13 servers

Data Processing

15 evaluated avg 26

Media

14 evaluated avg 54

MCP 1 server

Payments

14 evaluated avg 61

MCP 4 servers

Crm

11 evaluated avg 46

MCP 6 servers

Content Management

11 evaluated avg 21

CMS, headless content, markdown, publishing

Observability

8 evaluated avg 77

Data Intelligence

8 evaluated avg 76

Authentication

7 evaluated avg 81

Iot

7 evaluated avg 70

Social Media

7 evaluated avg 41

MCP 1 server

Project Management

7 evaluated avg 75

Ecommerce

6 evaluated avg 75

Email

6 evaluated avg 79

Education

6 evaluated avg 64

MCP 1 server

Geospatial

5 evaluated avg 80

Documents

5 evaluated avg 75

Data Pipeline

5 evaluated avg 78

Notifications

4 evaluated avg 81

Game Development

4 evaluated avg 63

Workflow Automation

4 evaluated avg 66

Document Generation

4 evaluated avg 74

Healthcare

4 evaluated avg 72

Accounting

4 evaluated avg 64

Shipping

4 evaluated avg 81

Blockchain

4 evaluated avg 77

Networking

4 evaluated avg 74

Vector Database

3 evaluated avg 81

Maps

3 evaluated avg 82

Research Tools

3 evaluated avg 61

Sdk

3 evaluated avg 66

Mobile Backend

3 evaluated avg 78

Api Management

3 evaluated avg 79

Financial Data

3 evaluated avg 71

Forms

3 evaluated avg 74

Gateway

3 evaluated avg 69

Legal

3 evaluated avg 81

Marketing

3 evaluated avg 66

Data Search

2 evaluated avg 74

Financial

2 evaluated avg 75

Knowledge Management

2 evaluated avg 61

Documentation

2 evaluated avg 47

Ai Image

2 evaluated avg 77

Hr

2 evaluated avg 74

Real Estate

2 evaluated avg 70

Browser Automation

2 evaluated avg 62

Erp

2 evaluated avg 58

Content Tools

2 evaluated avg 64

Ai Agent

2 evaluated avg 71

Music

2 evaluated avg 17

Logging

2 evaluated avg 68

MCP 2 servers

Ai Tools

2 evaluated avg 61

Compliance

2 evaluated avg 72

Data Access

2 evaluated avg 51

MCP 2 servers

Cdn

2 evaluated avg 79

Identity

2 evaluated avg 80

Mcp Server

2 evaluated avg 64

Testing Qa

2 evaluated avg 56

Travel

2 evaluated avg 74

Ai Infrastructure

2 evaluated avg 71

Scheduling

2 evaluated avg 69

Ai Video

2 evaluated avg 73

Data Visualization

1 evaluated avg 74

Cloud Infrastructure & DevOps

1 evaluated avg 79

MCP 1 server

Media Server

1 evaluated avg 21

Seo

1 evaluated avg 57

Rag

1 evaluated avg 76

Science

1 evaluated avg 78

Integration Services

1 evaluated avg 67

MCP 1 server

Client

1 evaluated avg 65

Gaming

1 evaluated avg 62

Web Scraping & Data Extraction

1 evaluated avg 58

MCP 1 server

Proxy

1 evaluated avg 65

Voice Ai

1 evaluated avg 41

Ui Components

1 evaluated avg 80

Web Scraping

1 evaluated avg 65

Infrastructure & DevOps

1 evaluated avg 65

MCP 1 server

Procurement

1 evaluated avg 71

Ai Framework

1 evaluated avg 54

Media Generation

1 evaluated avg 64

Robotics

1 evaluated avg 63

Frameworks

1 evaluated avg 55

Developer Tool

1 evaluated avg 66

Ai Memory

1 evaluated avg 84

Media Management

1 evaluated avg 44

Career Tools

1 evaluated avg 40

Finops

1 evaluated avg 44

Enterprise

1 evaluated avg 78

Chatbot

1 evaluated avg 58

Data Analytics

1 evaluated avg 64

Data Infrastructure

1 evaluated avg 50

Data Archival

1 evaluated avg 59

Content Publishing

1 evaluated avg 68

Agent Frameworks

1 evaluated avg 73

Developer Frameworks

1 evaluated avg 70

LLM Observability & Evaluation

1 evaluated avg 70

Advertising

1 evaluated avg 54

Utilities

1 evaluated avg 78

Memory Storage

1 evaluated avg 79

Oracle Cloud Security

1 evaluated avg 71

MCP 1 server

Agent Orchestration

1 evaluated avg 66

Ai Gateway

1 evaluated avg 72

Computer Use

1 evaluated avg 56

Video Processing

1 evaluated avg 44