Categories
Browse MCP servers by category
Browser & Web
Control and automate web browsers for testing, debugging and scraping. These servers enable headless browsing, DOM manipulation, and web page interaction through MCP.
30 servers
Database
Connect to relational and NoSQL databases to query, manage schemas, and perform data operations. Supports popular engines like PostgreSQL, MySQL, MongoDB, SQLite and more.
84 servers
Filesystem
Read, write, and manage files and directories on local or remote filesystems. These servers provide secure, sandboxed access to file operations through MCP.
35 servers
DevOps & CI/CD
Manage infrastructure, containers, CI/CD pipelines, and deployment workflows. Integrate with tools like Docker, Kubernetes, GitHub Actions, and Terraform from your AI assistant.
131 servers
AI & ML
Access machine learning models, vector databases, and AI services. These servers bridge LLMs with specialized AI tools for embeddings, inference, and model management.
619 servers
Data & Analytics
Transform, analyze, and visualize data from diverse sources. Connect to analytics platforms, process datasets, and generate insights directly from your AI workflow.
18 servers
Communication
Integrate with messaging platforms, email services, and collaboration tools. Send messages, manage channels, and automate communication workflows through Slack, Discord, email and more.
13 servers
Productivity
Connect to project management, note-taking, and document tools. Interact with platforms like Notion, Linear, Google Docs, and Obsidian to streamline your workflows.
22 servers
Security
Scan for vulnerabilities, manage secrets, and enforce security policies. These servers help automate security audits, dependency checks, and compliance monitoring.
23 servers
Cloud Providers
Interact with major cloud platforms like AWS, Google Cloud, and Azure. Manage cloud resources, configure services, and monitor infrastructure through MCP.
11 servers
Design & Media
Work with images, video, audio, and design tools. These servers integrate with platforms like Figma, enable image generation, and provide media processing capabilities.
29 servers
Finance
Access financial data, payment processors, and accounting systems. Retrieve market data, manage transactions, and integrate with services like Stripe, crypto APIs, and banking platforms.
26 servers
Search & Discovery
Search the web, knowledge bases, and specialized indexes. These servers provide access to search engines, documentation crawlers, and content discovery tools.
59 servers
Code & Development
Enhance your development workflow with code analysis, linting, refactoring, and repository management tools. Integrate with GitHub, GitLab, and other development platforms.
1534 servers
Testing
Automate test execution, generate test cases, and manage QA workflows. These servers support unit testing, integration testing, and end-to-end test automation.
16 servers
API & Integration
Connect to REST APIs, GraphQL endpoints, and third-party services. These servers act as bridges between your AI assistant and external platforms, enabling seamless data exchange.
388 servers
Maps & Location
Access geolocation services, mapping APIs, and spatial data. These servers integrate with Google Maps, OpenStreetMap, and other location platforms for geocoding, routing, and place search.
12 servers