There exists a collection of servers available in MCP GitHub: modelcontextprotocol/servers: Model Context Protocol Servers. However, this documentation primarily focuses on the code necessary to construct a weather service MCP server, which I intend to catalog here for future reference. As the number of contributors will increase, MCP has the potential to harness the capabilities of diverse agents within this ecosystem, thereby enabling their application for specialized business needs on a wide spectrum.

And the below server examples provided are in typescript:

Featured Servers

• Filesystem – Secure file operations with configurable access controls
• GitHub – Repository management, file operations, and GitHub API integration
• GitLab – GitLab API, enabling project management
• Git – Tools to read, search, and manipulate Git repositories
• Google Drive – File access and search capabilities for Google Drive
• PostgreSQL – Read-only database access with schema inspection
• Sqlite – Database interaction and business intelligence capabilities
• Slack – Channel management and messaging capabilities
• Sentry – Retrieving and analyzing issues from Sentry.io
• Memory – Knowledge graph-based persistent memory system
• Puppeteer – Browser automation and web scraping
• Brave Search – Web and local search using Brave’s Search API
• Google Maps – Location services, directions, and place details
• Fetch – Web content fetching and conversion for efficient LLM usage

My goal is clear: create an “Indexing Operation” MCP server that can automate the workflow via Claude client.