Dev Tools
| Server | Language | Stars | Downloads |
|---|---|---|---|
| Rust Analyzer Integrates with rust-analyzer via LSP to provide intelligent Rust code analysis, generation, refactoring, and project management through 19 specialized tools including symbol navigation, diagnostics, automated refactoring, struct/enum generation, test creation, and type hierarchy analysis. | — | 28 | — |
| Rust Code Analyzer Provides comprehensive Rust code analysis including syntax checking, workspace indexing with call graphs, symbol lookup, reference finding, and automated code smell detection with refactoring suggestions | — | 1 | — |
| Rust Documentation Provides access to Rust documentation from docs.rs, crates.io search, and the Rust Book with intelligent caching, source code browsing, dependency analysis, and macro expansion capabilities. | — | 3 | — |
| Rust Lean Bridges Lean 4's Language Server Protocol to AI assistants with 26 tools for proof assistance, code intelligence, and search. | — | 0 | — |
| Safari Screenshot Integrates with Safari on macOS to capture web page screenshots, enabling automated visual testing and web archiving workflows. | — | 1 | — |
| SAGE Universal AI Assistant Universal development assistant that automatically selects optimal models across OpenAI, Anthropic, Google Gemini, OpenRouter, and local Ollama based on task complexity through eight specialized modes (chat, analyze, review, debug, plan, test, refactor, think) with conversation memory and flexible file handling. | Python | 12 | — |
| Sandbox Container Provides a secure, sandboxed environment for executing Python, Node.js, and shell commands in ephemeral containers with file management capabilities for code testing, visualization, and data analysis. | — | 3.6k | — |
| Sandbox Fusion Connects AI models to Sandbox Fusion environments for testing, training, and demonstrating agent interactions with simulated worlds | — | 3 | — |
| Sanity Enable AI agents to interact with your Sanity workspace through the Model Context Protocol (MCP). The Sanity Model Context Protocol (MCP) server enables AI assistants like Claude Code and Cursor to interact directly with your Sanity projects. With the MCP server, agents can go beyond code generation and perform advanced content management operations in your Sanity projects—execute GROQ queries, manage releases, and patch documents with full awareness of your schema, eliminating the need to manually supply context. | JavaScript | 103 | — |
| SAP ABAP ADT Integrates with SAP ABAP systems via ADT, enabling AI models to perform ABAP development tasks like code generation and system analysis. | — | 96 | — |
| SAP UI5 SAP UI5 and Fiori development tooling with code generation, analysis, and project management. | — | 0 | — |
| SBOMApp SBOM generation, vulnerability scanning, and dependency analysis for local projects and Git repositories. | — | 0 | — |
| Scalene Provides structured access to Scalene's CPU, GPU, and memory profiling capabilities for Python scripts and code snippets. | — | 1 | — |
| Scaleway Functions Integrates with Scaleway's serverless Functions platform to create, deploy, update, and manage serverless functions directly from code directories with automatic archiving, runtime configuration, and lifecycle operations including namespace management and function code retrieval. | — | 4 | — |
| Scanpy Provides natural language access to single-cell RNA sequencing analysis through Scanpy, enabling bioinformatics workflows like clustering, dimensionality reduction, and cell type annotation without writing code. | — | 12 | — |
| SCAST Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI. | — | 35 | — |
| Scenic GUI Automation Provides automation and testing capabilities for Scenic Elixir GUI applications through keyboard input simulation, mouse interaction, and real-time connection monitoring via a dual-architecture TCP server and TypeScript interface. | — | 6 | — |
| Schedule I Game Bridge Bridges Schedule I game with real-time state access through C# mod and Python client, enabling querying and manipulation of NPCs, players, items, properties, and vehicles for automated gameplay testing and dynamic content management. | — | 2 | — |
| @schnick371/devsteps-mcp-server Never Code Alone. MCP server for AI-assisted developer task tracking - team up with your AI. | TypeScript | — | — |
| scholar-mcp-server Local academic paper MCP server — 9-source search, multi-source download, AI analysis, citation graph, code-based paper recommendation | Python | — | — |
| Scorecard Evaluate and optimize LLM systems with comprehensive testing and metrics | TypeScript | 0 | — |
| Scrapybara (Virtual Ubuntu) Provides a bridge to virtual Ubuntu desktops for browsing the web, running code, and automating tasks through a sandboxed environment with bash command execution and natural language control. | — | 17 | — |
| scrapy-mcp-server MCP server for Scrapy request inspection and debugging | Python | — | — |
| Screenshot Enterprise-grade screenshot capture with PII masking and cross-platform support | TypeScript | 2 | — |
| Screenshot Capture Enables AI to capture screenshots of computer screens for analyzing visual interfaces, debugging, or assisting with web development tasks without manual image uploads. | — | 14 | — |