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Programming Languages in MCP Development: 12 Language Analysis

Discover which programming languages dominate MCP server development. Analysis of 12 languages across 17 projects.

BYOMCPS Team
June 17, 2025

Programming Languages in MCP Development: 12 Language Analysis

Comprehensive analysis of programming language adoption in the MCP ecosystem.

Language Rankings

1. Python

  • Servers: 2
  • Average Stars: 197
  • Maintained: 2/2 (100%)
  • Popular Servers: MCP Teams Server: Integrating Microsoft Teams Communication Programmatically, Armor Crypto MCP Server: AI-Driven Blockchain Integration

2. Rust

  • Servers: 1
  • Average Stars: 17
  • Maintained: 0/1 (0%)
  • Popular Servers: Optimizing Security with Wazuh MCP Server: Powerful Integration with SIEM

3. TypeScript

  • Servers: 1
  • Average Stars: 146
  • Maintained: 1/1 (100%)
  • Popular Servers: G-Search MCP Server - Advanced Parallel Google Search Automation Tool

4. Multi-language

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: GitHub Codespaces: Instantly Provision Cloud-Based Development Environments

5. unknown

  • Servers: 5
  • Average Stars: 0
  • Maintained: 0/5 (0%)
  • Popular Servers: copilot, models, advanced-security

6. Unknown due to missing documentation

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: Understanding MCP Servers: Architecture, Capabilities, and Use Cases

7. Data not provided (assumed to support major languages for GitHub repositories)

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: MCP Server: The Ultimate Code Search Engine for GitHub

8. Ruby, Go

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: Comprehensive Guide to GitHub Issues: Features, Use Cases, and Best Practices

9. Web-based (Platform feature)

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: GitHub Discussions: Comprehensive Guide to Community Engagement

10. Not specified

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: Comprehensive MCP Server Documentation

11. YAML

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: GitHub Actions: Automate Your CI/CD Workflows with Serverless Efficiency

12. Ruby on Rails, Go

  • Servers: 1
  • Average Stars: 0
  • Maintained: 0/1 (0%)
  • Popular Servers: GitHub Code Review: Streamline Collaboration and Improve Code Quality

Language Recommendations

For Beginners

  • Python: Easy to learn with good documentation
  • Rust: Easy to learn with good documentation
  • TypeScript: Easy to learn with good documentation

For Production

  • Python: Battle-tested with high community adoption
  • TypeScript: Battle-tested with high community adoption

Conclusion

Choose your language based on your team's expertise and project requirements.

Topics covered:

Languages
Development
Analysis