# Online MCP servers

These are online software listings. The country field is a directory template anchor.

4 MCP servers. Also on the [web page](https://mcpdirectory.fyi/mx).

## MCP servers

1. [Cuba Memorys](https://mcpdirectory.fyi/mx/global/online/cuba-memorys.md), Knowledge and memory, Online: Persistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.
2. [Svipall](https://mcpdirectory.fyi/mx/global/online/svipall.md), Web and browser automation, Online: Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally
3. [Mirror Mcp](https://mcpdirectory.fyi/mx/global/online/mirror-mcp.md), Developer tools, Online: Mirror MCP: Introspection for LLMs
4. [Rails Agent Skills](https://mcpdirectory.fyi/mx/global/online/rails-agent-skills.md), Developer tools, Online: Rails development skills, docs, and workflows exposed through MCP stdio.

## Scopes

- [Global](https://mcpdirectory.fyi/mx/global.md): 4 MCP servers

## Cities

- [Online, Global](https://mcpdirectory.fyi/mx/global/online.md): 4 MCP servers

## Categories

- [Developer tools](https://mcpdirectory.fyi/category/developer-tools.md)
- [Knowledge and memory](https://mcpdirectory.fyi/category/knowledge-memory.md)
- [Search and research](https://mcpdirectory.fyi/category/search-research.md)
- [Web and browser automation](https://mcpdirectory.fyi/category/web-browser-automation.md)