Filesystem
| Server | Language | Stars | Downloads |
|---|---|---|---|
| serena Speed up development by navigating and modifying large codebases with IDE-like precision. Find and update the right symbols, references, and files across 30+ languages without scanning entire files. Reduce context usage and errors while implementing features, refactors, and fixes in your existing workflow. | Python | 23.7k | — |
| SERP API Server Analyze search engine results, conduct keyword research, and perform competitor analysis effortlessly. Leverage powerful tools to gain insights and optimize your online presence. Start making data-driven decisions today with our comprehensive SERP analysis capabilities. | — | — | — |
| Shadcn Vue MCP Server Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI development workflow. | — | — | — |
| sh.objekt/mcp-upload Public file storage for AI agents. Upload files and get a permalink back. | TypeScript | — | — |
| SiliconFlow Voice Transcription Provides voice transcription capabilities by processing audio files with the FunAudioLLM/SenseVoiceSmall model, returning text with confidence scores for AI workflows. | — | 8 | — |
| Silicon Friendly Directory rating websites on AI-agent-friendliness. Search, lookup, and submit. | — | — | — |
| Singapore Business Directory Singapore business directory. Search companies, UENs, and SSIC industry classifications. | TypeScript | — | — |
| slackdump Save or export your private and public Slack messages, threads, files, and users locally without admin privileges. | Go | 2.6k | — |
| Smartling Provide seamless integration with Smartling translation services to manage projects, files, jobs, and translation strings efficiently. Enhance your localization workflows with AI-powered insights, cost optimization, and auto-debugging features. Enable reliable and secure translation management directly from your MCP-compatible applications. | — | — | — |
| Smithery Enable seamless integration of AI agents with external data sources and tools through a flexible and extensible protocol. Facilitate dynamic access to files, APIs, and custom operations to enhance AI capabilities. Streamline the connection between language models and real-world resources for improved automation and interaction. | — | — | — |
| SocialCrawl Access 21+ social media platforms through one unified API. Profiles, posts, search. | TypeScript | — | — |
| solidworks-mcp-server SolidWorks MCP Server - AI-driven CAD automation with intelligent COM/VBA routing | TypeScript | — | — |
| SOUL.md Agent Identity Validate and generate SOUL.md agent identity files from Claude Desktop. | TypeScript | 1 | — |
| SpecForged Create and evolve clear software specifications from requirements and design to implementation planning and execution. Use a guided wizard to progress through phases, generate actionable task plans, and track progress and dependencies. Integrate with your project files to keep requirements, designs, and tasks aligned. | — | — | — |
| Spec Kit Integrates with GitHub's Spec Kit templates and specify-cli tool to guide specification lifecycle including constitution establishment, requirement specification, technical planning, task breakdown, and implementation guidelines for systematic specification-driven development practices. | — | 1 | — |
| spreadsheet-mcp A TypeScript-based Model Context Protocol (MCP) server for viewing, filtering, sorting, and updating CSV/XLSX spreadsheet files via LLM or API integration. | TypeScript | 11 | — |
| SSH Provides secure remote server management capabilities through SSH connections, automatically discovering hosts from SSH configuration files and executing commands, transferring files, and managing connectivity using native SSH and SCP commands. | — | 67 | — |
| Sticky Notes Enables creation, reading, and management of personal notes directly within conversations through a lightweight text-based storage system | — | 1 | — |
| storybloq Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .story/ directory. | TypeScript | 88 | — |
| Structured MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration. | — | 16 | — |
| StudioMeyer MCP Suite 8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, scheduler, files. | — | — | — |
| Svelte MCP The official Svelte MCP server providing docs and autofixing tools for Svelte development | TypeScript | — | — |
| @sylphlab/pdf-reader-mcp An MCP server providing tools to read PDF files. | TypeScript | — | — |
| @sylphx/pdf-reader-mcp An MCP server providing tools to read PDF files. | TypeScript | 680 | — |
| Synology NAS MCP server for Synology NAS — browse files, monitor health, and automate operations | Python | — | — |