MCP Servers
10,778Model Context Protocol servers that extend AI capabilities
π π - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
ποΈ π - A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.
π π π πͺ π§ - Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro).
π π - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
π π - MCP server for local compression of various image formats.
π - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)
ποΈ π - Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.
π π - An MCP server to control iOS Simulators
π π π§ - An MCP server to manage test suites and cases, which is an alternative to Postman.
π¦ π π πͺ π§ - A MCP server to interact with Neovim
[glama](https://glama.ai/mcp/servers/LumabyteCo/clarifyprompt-mcp) π βοΈ π πͺ π§ - MCP server for AI prompt optimization β transforms vague prompts into platform-optimized prompts for 58+ AI platforms across 7 categories (image, video, voice, music, code, chat, document).
π π π π§ - DevDocs-MCP is a MCP server that provides version-pinned, deterministic documentation sourced from [DevDocs.io](https://devdocs.io) in offline mode
π π - Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.
π βοΈ - Generate comprehensive, paint-by-numbers development plans using the [ClaudeCode-DevPlanBuilder](https://github.com/mmorris35/ClaudeCode-DevPlanBuilder) methodology. Creates PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, and CLAUDE.md.
π βοΈ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-devutils) π π - Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, timestamps, JSON, and regex.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-dns) π π - DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zero config.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-docker) π π - Docker operations β manage containers, images, volumes, networks, and compose services.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-github-actions) π βοΈ - GitHub Actions β view workflow runs, read logs, re-run failed jobs, and manage CI/CD.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-github-gist) π βοΈ - Create, read, update, list, and search GitHub Gists from your IDE.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-markdown) π π - Search, extract sections, list headings, and find code blocks across markdown files.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-npm-plus) π βοΈ - npm intelligence β search packages, check bundle sizes, scan vulnerabilities, compare downloads.
[glama](https://glama.ai/mcp/servers/ofershap/mcp-server-scraper) π βοΈ - Web scraping β extract clean markdown, links, and metadata from any URL. Free Firecrawl alternative.