# MCP Server Collections
> Explore curated MCP server collections grouped around real coding, research, data, and team workflows.
Canonical: https://www.mcpfolio.com/collections
- [Understand, change, and test a codebase](https://www.mcpfolio.com/collections/codebase-work): Cover repository work, issue planning, error triage, current library docs, and browser testing. Explain which tools can create or change data.
- [Research the web and inspect pages](https://www.mcpfolio.com/collections/web-research): Distinguish search and extraction from interactive browser automation; show local and hosted options clearly.
- [Connect an agent to application data](https://www.mcpfolio.com/collections/application-data): Compare database workflows and access requirements. Call out write, migration, and production-data risks.
- [Deploy and troubleshoot cloud apps](https://www.mcpfolio.com/collections/cloud-deploy-troubleshooting): Compare MCP servers for cloud deployments and troubleshooting. See which can inspect deployments, change configuration, or run deployment actions, plus required account access.
- [Coordinate team projects](https://www.mcpfolio.com/collections/team-projects): Coordinate work across team chat, shared documents, and issue tracking. Compare the workspace actions, permissions, and setup requirements each MCP server documents.
- [Move from design to implementation](https://www.mcpfolio.com/collections/design-to-implementation): Group design context, prototyping, site editing, diagrams, and asset discovery by role.