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.

Tigzig MCP Hub - Servers & Resources

Every Tigzig MCP server, its docs, the guides on how to use it, security notes, and the live apps, tools and custom GPTs that run on the same backends. Connect a server, read a guide, or open an app.

AI agents: for a machine-readable list of every server with its endpoint and transport, use the MCP directory (SEP-1649) - point your client there and each server self-describes via MCP initialize. This page adds the human-readable context: guides, security notes, and the live apps on the same backends. MCP directory (servers.json) Site index (llms.txt) API catalog (RFC 9727)
7 MCP servers
1 MCP agent
Open no auth, open source
Claude ChatGPT, Cursor, n8n

MCP Servers

7

Each server has a docs page with its endpoint, transport and tools. Where a server also has a live web app or a connected custom GPT, those are linked too.

TREMOR Macro Indicators

MCPDATA

About 300 curated macro and credit-stress indicators (FRED, OECD, RBI, NY Fed, NCUA, FDIC, Shiller, NSE). Streamable HTTP + SSE; the same data is an open HTTP API too.

Database Query Tool

MCP

Read-only SQL against Postgres + DuckDB - about 2M rows of cricket ball-by-ball data. 23-layer security stack. No web app; reach it through a connected GPT or any MCP client.

Compare Securities (QRep)

MCPOSS

Compare up to 6 securities with 80+ QuantStats metrics - returns, drawdown, Sharpe and more, as PDF/HTML reports.

Technical Analysis

MCPOSS

A technical-analysis report for any ticker - indicator computations plus a Gemini-Vision chart read. PDF and web output.

Security Performance Report

MCPOSS

A multi-security performance and risk comparison report (returns, drawdown, Sharpe and more) from a list of tickers.

Yahoo Finance Extractor

MCPOSS

Price, profile and financials for any ticker, with Excel-export variants (about 15 endpoints).

Markdown to PDF

MCPOSS

Convert Markdown to a formatted PDF as a tool call (ReportLab). The PDF engine behind several Tigzig tools - ask an agent for a PDF and it calls this.

Guides

17

Hands-on guides on MCP servers, connectors and agents - connecting Claude, ChatGPT and Excel to live backends, building MCP workflows, and securing an MCP server. Newest first.

Security

An MCP server is an API surface like any other, so the same hardening applies. How much depends on what your server actually does.

  • Data-only server (reads a curated dataset): small surface - rate limiting and input validation are usually enough.
  • Database or SQL server: the full database hardening applies - read-only enforcement, query validation, resource-exhaustion blocks.
  • Wraps a backend: add the FastAPI backend checks - CORS, auth, concurrency limits, plus the MCP-specific items.

The Tigzig security checklist covers all of it - React, FastAPI, Postgres, DuckDB, Cloudflare and a dedicated MCP section.

Live apps & tools on the same backends

6

Want to see a backend in action? These live apps, tools and custom GPTs run on the SAME APIs and MCP servers above - the Technical Analysis, Security Performance, Yahoo Finance and Markdown-to-PDF backends power all of them.

Portfolio Analytics Agent

MCP AGENTOSS

An MCP agent (not just a server) for portfolio analytics - it drives QuantStats over a conversation. Open the app, or read the docs to mount it.

Quants Agent / Portfolio Analysis Suite

Web app running the Technical Analysis, Security Performance and Yahoo Finance backends together - QuantStats, SPR and TA reports in one place.

Database AI Suite (DATS-4)

Chat with any database. Ask the agent to convert an analysis to PDF and it calls the Markdown-to-PDF backend.

Markdown to PDF (web tool)

The web front end for the Markdown-to-PDF backend - paste markdown, download a PDF.

Custom GPTs

Several ChatGPT custom GPTs are wired to these same backends - Multi-Database, Quants, and Technical Analysis.

Flowise / n8n agent flows

Low-code agent flows that mount these MCP servers to produce reports and PDFs.