Best used with an AI agent

40+ live apps, open data APIs, MCP servers, and 200+ guides - more than anyone wants to click through. Point your AI here and it reads the whole map and does the work: finds the tool, pulls the data, runs the analysis, and hands you the links.

Here for the open-source code? Your agent finds the right repo for you - and can even clone and deploy it.

Prefer to explore on your own? Go right ahead.

Paste this to Claude Code, Codex, or any AI agent:
Go to tigzig.com and read tigzig.com/llms.txt. It is a practitioner toolkit - 40+ analytics apps, open no-auth data APIs, MCP servers, open-source repos (github.com/amararun), and 200+ build guides. Help me [your task]. Surface the exact links; where there is an API or MCP, call it directly; and if I want to self-host, find the repo and help me deploy it.

Talk to Your Database from Excel via Claude & MCP - Part 2

Published: February 28, 2026

Claude Excel MCP Database Part 2

Two new things.

  1. Open public server - now upgraded. No API key, no login. Hardened with rate limits, concurrency caps, SQL validation etc. 23 defense layers total. Open for anyone to try - or pressure test. Have at it.

  2. OAuth-secured server (Auth0) - this is how I typically share tools with clients. Restricted access, JWT validation. If you want access to test, reach out. Once OAuth is at backend, setting up role-based access control is straightforward from there. The IT world has been doing this for decades - nothing new here.

Full source code is open. Single Python file. Clone it, inspect it, deploy your own.

My standard MCP advice still stands - don't connect to unknown MCP servers blind. Use servers from reputed providers, or ones you deploy yourself.

If you'd like to implement, easiest way - paste this message to your AI Coder. It's AI-agent first site. It will fetch llms.txt and pull out everything you need.

Full security checklist for Web apps: tigzig.com/security

Part 1 - Talk to Your Database from Excel via MCP (with all links) https://www.tigzig.com/post/talk-to-your-database-from-excel-postgres-duckdb-claude-mcp