1. SaaS Developers: Expose Your Platform to AI
If you have an existing SaaS with APIs and a database, MCPs let you expose your platform to AI agents without building everything from scratch.The Problem
Your competitors are building AI agents. You could:- Build your own agent from scratch (expensive, time-consuming)
- Let users export data to other tools (lose control, security risks)
- Do nothing (fall behind)
The MCP Solution
Build an MCP that wraps your existing APIs. Now:- Your data stays yours — no exports needed
- Users get AI agent support — through your MCP
- You control access — auth, scopes, permissions built-in
Building an Agent with MCPs
The agent pattern is simple — it’s just a loop: You can build this with OpenAI or Anthropic in 10-20 minutes:Why MCP Over Custom Tool Calls?
Key advantage: If users want to use their data in other tools (Cursor, Claude Desktop, custom apps), they can connect your MCP directly. No data export needed.
2. AI Agent Startups: Build MVPs Fast
If you’re building an AI agent startup, MCPs are the fastest path to an MVP.The Traditional Approach
- Build tool call handlers
- Wire up OpenAI/Anthropic
- Build your agent loop
- Create test infrastructure
- Deploy and iterate
The MCP Approach
- Build an MCP with your tools, APIs, resources
- Add prompts for different behaviors (A/B testing)
- Test in Claude Desktop immediately
- Deploy when ready
A/B Testing Prompts
Add multiple prompts to your MCP for testing different behaviors:Why MCP for MVPs?
3. Enterprise: Internal Tooling & Agents
For large enterprises with internal agents, MCPs provide the security, access control, and auditability you need.The Enterprise Challenge
- Different teams need different data access
- SSO integration required
- Scope management per user/team
- Audit trail for compliance
- Works with enterprise LLM providers
MCP + Enterprise Auth
Implementation
Works with Enterprise LLM Providers
Summary: When to Use MCPs
Bottom line: If you’re building anything that connects AI to data or actions, MCPs give you auth, scopes, flexibility, and portability — all built into the protocol.
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