AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| Sports MCP — NBA, NFL, NHL Live & Historical Bring sports data into an AI workflow without writing four ESPN scrapers. Useful for fantasy-sports copilots, sports-betting research agents, content sites that auto-summarize game results, or hobby projects where you want Claude to talk to you about last night's game. | — | - | - |
| spotify-mcp-server Lightweight MCP server for Spotify | TypeScript | 458 | - |
| Spotify Trends MCP Spotify podcast and artist trends over time, with growth metrics. Free key at trendsmcp.ai | — | - | - |
| spotinfo CLI for exploring AWS EC2 Spot inventory. Inspect AWS Spot instance types, saving, price, and interruption frequency. | Go | 164 | - |
| @sprigr/mcp-server Sprigr MCP server — local AI agent search with WASM-powered full-text search and hybrid semantic search. Also exports a Workers-compatible runtime for in-process search inside Cloudflare Workers / bundled environments. | TypeScript | - | - |
| spring-ai An Application Framework for AI Engineering | Java | 9.5k | - |
| spring-ai-alibaba Agentic AI Framework for Java Developers | Java | 10.9k | - |
| spring-ai-playground Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI. | Java | 139 | - |
| Spring I/O Provides access to Spring I/O 2025 conference session data including talks, workshops, speakers, room assignments, and scheduling details for building conference navigation tools and scheduling assistants. | — | 13 | - |
| Sprite AI Generate pixel art sprites, animations, 8-direction rotations and palettes for games. | — | - | - |
| SpriteCook Generate game assets with AI for 2D games, including sprites, tilesets, and animations. | — | - | - |
| Sprixen AI game assets for agents: consistent sprites, 2D animations, tiles, maps, music and engine exports. | — | - | - |
| SpryTools API MCP Server Utility tools for AI agents: hashing, text stats, validation, DNS, currency, GEO audits. | — | - | - |
| spy-wolf-mcp Spy Wolf Model Context Protocol (MCP) Server | TypeScript | - | - |
| Squad Your AI Product Manager. Surface insights, build roadmaps, and plan strategy with 30+ tools. | — | - | - |
| Squall Studio Read, edit and generate AI microdrama scripts, shots, characters and video in Squall Studio | — | - | - |
| squeez Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps. | Rust | 207 | - |
| squid The Software Factory | Python | 183 | - |
| Squirrel Brain Give your AI agent a memory and body on your iPhone: set alarms, ring your phone, over MCP. | — | - | - |
| sre-agent SRE Agent — An AI-powered MCP server for production incident triage. Takes natural-language symptom reports, plans structured investigations using Gemini, executes parallel workers (logs, metrics, deploys, runbooks), synthesizes root-cause reports, and proposes remediation patches with human approval gates. | Python | 37 | - |
| SREDDY Flat-fee Canadian SR&ED claim preparation through the AI you already use. Key issued at sreddy.ca. | — | - | - |
| SSCMFI Bond Calculations Industry-standard bond math for AI agents: price, yield, accrued interest, duration, yield-to-worst | — | - | - |
| Ssemble AI Clipping Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks. | TypeScript | - | - |
| ssh-agent-mcp-server MCP server for SSH remote server management with SSH agent authentication support | TypeScript | - | - |
| ssh-client-mcp-server MCP server that exposes SSH command execution to LLMs. Config parsing (functype), path expansion (~, $VAR), and OS-user fallback. | TypeScript | 3 | - |