AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| semble Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read | Python | 763 | — |
| semiotic React data visualization library with built-in MCP server for AI-assisted chart generation | TypeScript | — | — |
| Sendmarc Read-Only Reporting Server Provide secure, read-only access to Sendmarc account and domain reporting data for dashboards and insights. Enable users to list accounts, domains, users, and retrieve detailed domain and DMARC-related settings without risk of modification. Facilitate easy integration with Smithery for scalable and safe data consumption. | — | — | — |
| sensorium-mcp MCP server for remote control of AI assistants via Telegram | TypeScript | — | — |
| @sentry/mcp-server Sentry MCP Server | TypeScript | 682 | — |
| senweaver-ide SenWeaver IDE — 开源多智能体协同 AI 编程平台，内置自主在线强化学习（APO）引擎。系统从每次用户交互中实时学习，可自建知识库等内部数据进行训练，自动优化 Prompt 策略，越用越智能。支持主 Agent + 子 Agent 并行协作、40+ 内置工具（文件/终端/搜索/文档/浏览器/视觉）、AI 代码安全检测与修复、WebRTC P2P 远程协作、多模型灵活切换（GPT/Claude/DeepSeek/Ollama 等）。MIT 协议完全开源，客户端与后端全栈可自主部署。 | TypeScript | 24 | — |
| Sequential Thinking Facilitate dynamic and reflective problem-solving through a structured thinking process. Break down complex problems into manageable steps and revise thoughts as understanding deepens, allowing for alternative paths of reasoning. Generate and verify solution hypotheses effectively. | — | — | — |
| serena-mcp-cloudflare Cloudflare Workers + Containers deployment for Serena MCP as a remote MCP server | TypeScript | 0 | — |
| Serpstat Automate your daily SEO tasks and get results in a few seconds with Serpstat SEO Tools MCP | — | — | — |
| serverclaude | — | — | — |
| Server Time Retrieve the current time effortlessly with this server. Integrate time-fetching capabilities into your applications seamlessly. Enhance your projects with accurate and reliable time data. | — | — | — |
| ServicePal MCP Server AI phone answering tools for service businesses — ROI, missed calls, demos across 18 industries | — | — | — |
| Servicialo MCP Server Open protocol for booking and scheduling professional services via AI agents | TypeScript | — | — |
| SFLOW-AIRunner-MCP-PRD | Python | 25 | — |
| SFR Store Search SFR’s catalog using natural language and refine results with filters. View product and variant details, then build and update carts with shipping, discounts, and checkout. Get quick answers to store policies and verify the store domain for peace of mind. | — | — | — |
| shadcn-mcp MCP server for shadcn/ui component references | TypeScript | — | — |
| Shadcn UI Component Reference Server Provide seamless access to shadcn/ui component references through a standardized MCP interface. Enable LLMs and applications to query and retrieve UI component details efficiently. Enhance developer workflows by integrating component metadata directly into your tools. | — | — | — |
| shadcn-ui-mcp-server MCP server for shadcn/ui component references | TypeScript | 59 | — |
| shadows a fast and lightweight distributed background task processing framework with seamless scheduling. | Python | 15 | — |
| shared-context-cache-mcp-server MCP server for shared context caching with trust verification — AI agents share and verify computed results | Python | — | — |
| @sharedmemory/mcp-server MCP server for SharedMemory — persistent AI memory for any tool | TypeScript | — | — |
| SharpToolsMCP A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context. | C# | 196 | — |
| @shashwatgtmalpha/impact-mcp-server IMPACT Framework MCP Server - B2B Positioning & Messaging Tools by Shashwat Ghosh | TypeScript | — | — |
| shatale-mcp-server MCP server for Shatale — AI agent payment infrastructure with 20+ tools for purchases, virtual cards, merchant catalog, and policy engine | TypeScript | — | — |
| sh-disney-mcp sh-disney-mcp 是一个基于 Model Context Protocol (MCP) 的mcp server，旨在通过标准化的接口，帮助大模型快速获取上海迪士尼乐园的门票价格和售卖状态信息 | TypeScript | 81 | — |