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.