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.

Quick Deploy Advanced Analysis Multi-Agent with Flowise

Published: March 21, 2025

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TIGZIG AI Co-Analyst app integrates reasoning-based analysis-with Deepseek, Gemini, Sonnet 3.7-into a multi-agent system, with Flowise for AI agent backend (Try it 👉 www.tigzig.com).

Full-featured deploy can get complex with multiple repos and configurations...but here's a faster way to get started...

4 step deploy (see video)

Flowise provides a ready-to-go UI ...use it often in my client deploys.

  1. Import agent schemas
  2. Update Credentials.
  3. Deploy a SQL connector FastAPI server
  4. Adjust FastAPI security settings

Top Tips

Source Codes& Flowise Agent Setups


Hands-On Perspective

Real-world AI isn't just plug-and-play. In my projects (for SMBs), the hard part isn't spinning up an agent-it's data cleaning, validations, building usable data marts, automating processes, API flows, error handling, customizations as well as lots of agent iterations. I don't expect guides like these to solve everything, but do hope they provide a good starting point and insights


Build AI Co-Analyst Apps for Analytics

Explore 15+ open-source AI analytics apps at tigzig.com with natural language to SQL, python charts, stats, database connectivity and more. Free access, source codes and build guides