The cost of MCP server development depends on the number of integrations, tools, data sources, security requirements, deployment architecture, tenant model, and complexity of the AI workflows.
| Project Type |
Typical Scope |
Relative Complexity |
| MCP Proof of Concept |
One system, limited tools, basic integration |
Low |
| Custom MCP Server |
Multiple tools/resources and API integrations |
Medium |
| Enterprise MCP Platform |
Multiple systems, security, monitoring, governance |
High |
| Multi-Tenant MCP Platform |
Tenant isolation, configurable tools, scalable infrastructure |
High |
| Agentic AI Ecosystem |
MCP + agents + orchestration + enterprise workflows |
Very High |
Instead of using a generic hourly estimate, we recommend defining the required tools, integrations, security model, deployment environment, and expected agent workflows first.