The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open standard developed by Anthropic to enable seamless
Yfinance becomes available to MCP clients through the yfinance mcp server. The Model Context Protocol (MCP) is an open standard developed by Anthropic to enable seamless integration between Large Language Models (LLMs) and external tools, services, and data sources.
The Model Context Protocol (MCP) is an open standard developed by Anthropic to enable seamless integration between Large Language Models (LLMs) and external tools, services, and data sources.
Once connected, the assistant can call this tool directly:
Alternative — using Docker:Setup follows the standard MCP pattern: clone or install the server, then register it in your client's configuration file and restart the client. The configuration snippets on this page cover Claude Desktop, Claude Code and Cursor.
Cloud and DevOps servers put infrastructure on speaking terms with your assistant, so "why is this broken?" is answered from real state rather than a generic checklist. Yfinance sits in that group, and the shape of its toolset — Alternative — tells you what it is really for. Worth comparing against the other cloud devops servers in this directory before you commit to one, since several overlap in scope but differ sharply in setup cost and permissions.
| Tool | What it does |
|---|---|
| Alternative | using Docker: |
Manage your whole Supabase project in conversation — database, auth, storage, Edge Functions and branches.
Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.
AWS Labs' official server suite — current AWS docs, CDK guidance, cost analysis and service tools.
Cloud browsers for AI agents — automation sessions that run in Browserbase's fleet, not on your machine.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.