AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| Sheeter Create new Google Sheets and read data from existing ones. Automate reporting, dashboards, and data pipelines by generating and retrieving sheet content on demand. Streamline workflows by integrating sheet operations into your apps. | — | — | — |
| shell-mcp-server Shell MCP Server for Claude AI Application | Python | — | — |
| Shibui Finance 64 years of US stock market data — fundamentals, technicals, and backtests. Ask in plain English. | — | — | — |
| @shichao402/vikunja-mcp A Vikunja MCP server for stdio and npx usage. | TypeScript | — | — |
| ShinobiData Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-research compat. | — | — | — |
| shinzo-py Python SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platforms. Integrate with any OpenTelemetry ingest service including the Shinzo platform. | Python | 13 | — |
| shinzo-ts TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platforms. Integrate with any OpenTelemetry ingest service including the Shinzo platform. | TypeScript | 67 | — |
| shipsaving-mcp MCP Server for ShipSaving logistics platform | TypeScript | — | — |
| ShipStatic Deploy static sites instantly from AI agents — no account required | TypeScript | — | — |
| Shodan Integrates with Shodan's network intelligence capabilities to provide cybersecurity analysts with tools for host information lookup, vulnerability analysis, network scanning, and security alerts management for effective reconnaissance and threat hunting. | — | 20 | — |
| @shopify/dev-mcp A command line tool for setting up Shopify Dev MCP server | TypeScript | — | — |
| @shortcut/mcp Shortcut MCP Server | TypeScript | — | — |
| sibyl Collective intelligence runtime for AI agents. Knowledge graph + persistent memory. | Python | 24 | — |
| Sidekiq Integrates with Sidekiq background job queues to provide real-time monitoring, job management, and queue operations including retry/deletion/rescheduling capabilities, worker utilization tracking, and failure investigation through 20+ specialized tools. | — | 12 | — |
| @siemens/element-mcp Element MCP server | TypeScript | — | — |
| siemens-graph-studio-mcp-server An MCP server for Altair Graph Studio (AGS) providing intelligent SPARQL query capabilities via the Model Context Protocol. | Python | — | — |
| @siemens/ix-mcp iX MCP server | TypeScript | — | — |
| @siemens/ix-mcp-angular iX MCP server for Angular | TypeScript | — | — |
| @siemens/ix-mcp-react iX MCP server for React | TypeScript | — | — |
| @siemens/ix-mcp-vue iX MCP server for Vue | TypeScript | — | — |
| sigil Static source code security analysis for MCP servers | TypeScript | 1 | — |
| @sigmaiq/helpdesk-pro-mcp-server MCP server for SigmaIQ HelpDesk Pro — full CRUD for ITSM tickets, changes, assets, KB articles, users, teams, and 20+ entity types on Palantir Foundry. 70+ tools covering complete lifecycle management. | TypeScript | — | — |
| @signal8ai/mcp Signal8 MCP Server - SEC filing intelligence for AI agents | TypeScript | — | — |
| signalk-mcp-server MCP server for SignalK marine data integration | TypeScript | — | — |
| SIGNALS Loyalty Agent Platform 63 MCP tools for loyalty programs, rewards, and member operations with HITL approval. | — | — | — |