awesome-mcp-servers

Awesome MCP servers is a categorized collection of Model Context Protocol server implementations. The README explains what MCP is and uses a legend to mark language, scope, and operating system.

The README defines MCP as an open protocol that lets AI models interact with local and remote resources through standardized server implementations. The list itself focuses on production-ready and experimental servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services. The MIT license covers the repository.

Every entry carries icons. Language icons mark the codebase as Python, TypeScript, Go, Rust, C, Java, C++, or Ruby. Scope icons say whether a server talks to a cloud service, a local service, or an embedded system. Operating system icons flag macOS, Windows, and Linux support. A note clears up the local-versus-cloud question: local means talking to software installed on your machine, cloud means talking to remote APIs.

Servers are grouped by category, and the category list is long: browser automation, cloud platforms, coding agents, databases, developer tools, education, e-commerce, finance and fintech, gaming, home automation, knowledge and memory, legal, security, social media, travel, workplace productivity, and plenty more. Aggregators come first, with servers that bundle other servers behind one interface.

Entries are short and dense. One aggregator advertises contract validation and self-healing failover for LLM APIs, with a six-dimension verification of structure, schema, latency, cost, identity, and integrity, and direct connections to providers like OpenAI, Anthropic, DeepSeek, and Groq. Another is a pay-per-call gateway covering over 90 agent tools, from DNS and WHOIS to market data and security audits. The homepage points to glama.ai for the full index.

• Source 1 · Project repository
• Source 2 · README