> ## Documentation Index > Fetch the complete documentation index at: https://toolathlon.xyz/llms.txt > Use this file to discover all available pages before exploring further. # Selected Servers > Public MCP servers we selected.
We selected 32 publicly available and easy-to-use MCP servers from the internet and incorporated them into our tasks. ## Basic
Server Install Link Tools
filesystem npx [https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 13
Memory npx [https://github.com/modelcontextprotocol/servers/tree/main/src/memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 9
Terminal uvx [https://github.com/lockon-n/cli-mcp-server](https://github.com/lockon-n/cli-mcp-server) 2
## Office
Server Install Link Tools
Excel uv [https://github.com/haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 25
google\_sheet uvx [https://github.com/xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 15
Word uvx [https://github.com/GongRzhe/Office-Word-MCP-Server](https://github.com/GongRzhe/Office-Word-MCP-Server) 40
google forms node [https://github.com/matteoantoci/google-forms-mcp](https://github.com/matteoantoci/google-forms-mcp) 5
PPT uvx [https://github.com/GongRzhe/Office-PowerPoint-MCP-Server](https://github.com/GongRzhe/Office-PowerPoint-MCP-Server) 34
## Academy
Server Install Link Tools
arxiv\_local uv [https://github.com/blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) 4
arxiv-latex uv [https://github.com/takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 1
scholarly uvx [https://github.com/lockon-n/mcp-scholarly](https://github.com/lockon-n/mcp-scholarly) 1
## Coding
Server Install Link Tools
huggingface npx [https://huggingface.co/settings/mcp](https://huggingface.co/settings/mcp) 6
wandb uvx [https://github.com/lockon-n/wandb-mcp-server](https://github.com/lockon-n/wandb-mcp-server) 6
## Web
Server Install Link Tools
playwright npx [https://github.com/lockon-n/playwright-mcp](https://github.com/lockon-n/playwright-mcp) 35
fetch npx [https://github.com/tokenizin-agency/mcp-npx-fetch](https://github.com/tokenizin-agency/mcp-npx-fetch) 4
## Tech & Dev
Server Install Link Tools
git uv [https://github.com/modelcontextprotocol/servers/tree/main/src/git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 12
Github linux [https://github.com/lockon-n/github-mcp-server](https://github.com/lockon-n/github-mcp-server) 92
Kubernetes npx [https://github.com/lockon-n/mcp-server-kubernetes](https://github.com/lockon-n/mcp-server-kubernetes) 22
## General
Server Install Link Tools
google\_calendar npx [https://github.com/GongRzhe/Calendar-Autoauth-MCP-Server](https://github.com/GongRzhe/Calendar-Autoauth-MCP-Server) 5
## Life and Entertainment
Server Install Link Tools
how2cook npx [https://github.com/lockon-n/HowToCook-mcp](https://github.com/lockon-n/HowToCook-mcp) 5
youtube node [https://github.com/lockon-n/youtube-mcp-server](https://github.com/lockon-n/youtube-mcp-server) 9
YouTube-Transcript uvx [https://github.com/jkawamoto/mcp-youtube-transcript](https://github.com/jkawamoto/mcp-youtube-transcript) 3
## Document
Server Install Link Tools
pdf\_tools uv [https://github.com/lockon-n/pdf-tools-mcp](https://github.com/lockon-n/pdf-tools-mcp) 4
Notion npx [https://github.com/lockon-n/notion-mcp-server](https://github.com/lockon-n/notion-mcp-server) 7
## Communication
Server Install Link Tools
Emails uvx [https://github.com/lockon-n/emails-mcp](https://github.com/lockon-n/emails-mcp) 22
## Education
Server Install Link Tools
Canvas npx [https://github.com/lockon-n/mcp-canvas-lms](https://github.com/lockon-n/mcp-canvas-lms) 61
## Finance
Server Install Link Tools
Yahoo Finance uv [https://github.com/lockon-n/yahoo-finance-mcp](https://github.com/lockon-n/yahoo-finance-mcp) 9
## Commerce
Server Install Link Tools
WooCommerce npx [https://github.com/lockon-n/woocommerce-mcp](https://github.com/lockon-n/woocommerce-mcp) 55
## DataBase
Server Install Link Tools
Snowflake uvx [https://github.com/lockon-n/mcp-snowflake-server](https://github.com/lockon-n/mcp-snowflake-server) 14
Google BigQuery uvx [https://github.com/lockon-n/google-cloud-mcp](https://github.com/lockon-n/google-cloud-mcp) 48
## Traffic
Server Install Link Tools
12306 npx [https://github.com/lockon-n/12306-mcp](https://github.com/lockon-n/12306-mcp) 4
google\_map npx [https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 7