---
title: "Option Chain Analysis with AI: Nifty, Bank Nifty"
canonical: "https://tapetide.com/mcp/guides/option-chain-analysis-ai"
description: "Analyse Nifty and Bank Nifty option chains with Claude or ChatGPT: open interest, PCR, max pain, IV rank and skew from end-of-day data, with prompts to copy."
updated: "2026-10-25"
generated_at: "2026-10-29T05:21:54.075Z"
---

# Option Chain Analysis with AI: Nifty, Bank Nifty and Stock Options in Claude or ChatGPT

Option chain analysis with AI works by letting Claude or ChatGPT read a real option chain snapshot and summarise it: where open interest is concentrated, what the put-call ratio and max pain are, and whether implied volatility is high or low against its own history. Connect your assistant to the [Tapetide MCP server](/mcp) and it can pull end-of-day chains for Nifty, Bank Nifty, Fin Nifty and Midcap Nifty, plus IV history for about 556 underlyings. This guide covers the options tools, a worked post-close review, prompts to copy and the limits, which matter more here than anywhere else.

## The options tools

The server has 48 tools; five are built for options and volatility:

- `get_option_chain`: end-of-day snapshot for NIFTY, BANKNIFTY, FINNIFTY and MIDCPNIFTY, with per-strike implied volatility, Greeks, bid and ask, open interest, put-call ratio and max pain. The `snapshot_ts` field gives the observation time.
- `get_options_analytics`: latest statistics grouped by expiry, including implied volatility, realised volatility, put-call ratio, skew, open interest and max pain.
- `get_option_iv_history`: historical at-the-money implied volatility, IV rank, IV percentile, put-call ratio and max pain for about 556 underlyings, including individual stocks where available.
- `get_india_vix`: latest India VIX level, daily change and recent history.
- `get_fii_dii_detail`: institutional flows plus F&O participant positioning, useful for seeing how client, FII and proprietary positions in index futures and options have shifted.

One detail to give the assistant up front: the chain and IV-history tools report IV as a percentage (`iv_pct`, `atm_iv_pct`), while `get_options_analytics` returns `atm_iv` as a decimal fraction. A good assistant converts before comparing; asking it to is cheap insurance.

## Connect

Use the setup page for your client: [Claude.ai](/mcp/claude-ai), [ChatGPT](/mcp/chatgpt), [Claude Desktop](/mcp/claude-desktop) or [Claude Code](/mcp/claude-code). Claude Code is handy for options work because it can write each snapshot to a CSV, so you build your own history over time.

## A worked post-close review

Run this after the market closes, when the end-of-day snapshot is available.

### Step 1: Positioning at the nearest expiry

```text
Get the latest NIFTY option chain for the nearest weekly expiry. State
the snapshot time. Show the 5 strikes with the highest call open
interest and the 5 with the highest put open interest, plus PCR and max
pain.
```

Tool: `get_option_chain`. The highest call open interest strikes are often read as resistance and the highest put strikes as support. Treat that as a description of where open positions sit, not a forecast.

### Step 2: Is volatility rich or cheap?

```text
What is NIFTY at-the-money IV now, and what are its IV rank and IV
percentile over the last year? Compare it with India VIX. Convert all IV
figures to percent.
```

Tools: `get_option_iv_history` and `get_india_vix`. IV rank near the top of its range means options are priced expensively against their own past; near the bottom, cheaply. That is useful context for choosing between buying and selling premium.

### Step 3: Expiry-level structure

```text
For BANKNIFTY, show each available expiry with ATM implied volatility,
realised volatility, PCR, skew and max pain. Is implied volatility above
realised volatility for the nearest expiry?
```

Tool: `get_options_analytics`. Implied above realised suggests the market is pricing more movement than has recently happened.

### Step 4: Who holds what

```text
Show F&O participant positioning for the last 10 sessions: net index
futures and index options positions for FIIs, clients and proprietary
traders. Highlight the largest change.
```

Tool: `get_fii_dii_detail`. The [FII/DII guide](/mcp/guides/fii-dii-data-ai-assistant) explains cash-market flows; participant positioning is the derivatives counterpart.

### Step 5: Put it together

```text
Summarise today's NIFTY options picture in five bullet points: where
positions are concentrated, PCR, max pain, IV versus its history, and
how FII index futures positioning changed. Include the snapshot time.
```

No new calls are needed if the earlier answers are in the conversation.

## Build your own history

Because the chain is a daily snapshot, the most valuable options data is the series of snapshots over time. Open interest building at one strike across several sessions says more than one day's reading. If you use Claude Code, ask it to save each post-close review to a dated CSV with the top open interest strikes, PCR, max pain and ATM IV. After a few weeks you can ask "how has put open interest at the nearest support strike changed this expiry cycle?" and get an answer from your own records. In a chat client, paste the previous session's summary at the start of the next one for the same effect.

## Prompts for stock options

The per-strike chain covers four indices. For stocks, work with volatility history and expiry statistics:

```text
Does RELIANCE have options IV history? If yes, show ATM IV, IV rank and
IV percentile for the last 6 months, using weekly bars if the range is
long.
```

```text
Which of HDFCBANK, INFY, TCS and SBIN has the highest IV percentile
right now? Show all four with the data date.
```

```text
For TATASTEEL, compare implied and realised volatility by expiry. Is the
market pricing a bigger move than the stock has made recently?
```

Tools: `get_option_iv_history` and `get_options_analytics`. One call to the IV history tool returns at most 400 recent bars, and longer ranges switch to weekly bars, so check `bar_interval`, `from_date` and `to_date` in the answer. Results-week IV spikes are common; pair the volatility check with `get_stock_events` to see if a board meeting is near. The [board meetings page](/board-meetings) lists upcoming dates.

## Common mistakes the assistant can make

- **Treating missing values as zero.** A strike with no IV or Greeks is unavailable data. Ask the assistant to leave such cells blank.
- **Mixing IV units.** Percent from the chain, decimal from analytics. "Convert to percent first" fixes it.
- **Reading max pain as a target.** It describes aggregate option-buyer losses at a strike. Index closes often land far from it.
- **Forgetting the snapshot time.** An end-of-day chain describes yesterday's close once the next session opens.

## Limits

- **Not a live feed.** Option chains are end-of-day snapshots. Do not use them for intraday entries, exits or adjustments.
- **Index chains only.** Per-strike chains cover NIFTY, BANKNIFTY, FINNIFTY and MIDCPNIFTY. There is no live per-strike chain for individual stocks.
- **No order placement.** Nothing in the connector can place a trade.
- **Free plan:** 50 successful tool calls a day, no monthly cap. Higher limits are on the [pricing page](/pricing). TapeAi at [/chat](/chat) has its own separate allowance.
- **Not advice.** Options carry high risk, and most retail options traders lose money. Use the analysis to understand positioning, not as a signal.

Developers who want the same chains in Python can follow [Pull option chains](https://developers.tapetide.com/guides/option-chains/) in the developer docs. For more prompts across fundamentals and technicals, see [Claude and ChatGPT prompts for Indian stock analysis](/mcp/guides/ai-stock-analysis-prompts), and to compare AI research tools, [best AI stock analysis apps in India](/compare/best-ai-stock-analysis-app-india).

## Frequently asked questions

### Can ChatGPT or Claude analyse the Nifty option chain?

Yes, when connected to an options data source. With the Tapetide MCP connector, the assistant calls get_option_chain for NIFTY, BANKNIFTY, FINNIFTY or MIDCPNIFTY and reads per-strike open interest, implied volatility, Greeks, bid and ask, put-call ratio and max pain. It then summarises where positions are concentrated and how volatility is priced.

### Is the option chain data live?

No. The option chain is an end-of-day snapshot, and every response carries a snapshot_ts field with the observation time. That makes it suitable for reviewing positioning after the close and planning for the next session, not for intraday entries, scalping or live adjustments. Ask the assistant to state the snapshot time with every answer.

### Can I analyse stock options, not just index options?

Partly. The per-strike chain covers four indices only. For individual stocks, get_option_iv_history returns historical at-the-money implied volatility, IV rank, IV percentile, put-call ratio and max pain for about 556 underlyings, and get_options_analytics returns expiry-level statistics. Ask the assistant to check whether your stock has coverage first.

### What do PCR and max pain tell me?

Put-call ratio compares put open interest with call open interest; a high reading means more puts are open, which traders read in different ways. Max pain is the strike where option buyers in aggregate would lose the most at expiry. Both describe positioning at a point in time. Neither predicts where the index will close.

### How many tool calls does an option chain analysis use?

A single snapshot review uses one or two calls, get_option_chain plus get_options_analytics for expiry-level measures. Adding IV history, India VIX and participant open interest brings it to four or five. The free plan allows 50 successful tool calls a day, so a full post-close review fits several times over.

## More MCP guides

- [AI Portfolio Analysis for Indian Stocks with MCP](https://tapetide.com/mcp/guides/ai-portfolio-analysis-india): Analyse your Indian stock portfolio with Claude or ChatGPT: load holdings over MCP, check sector weights, P&L, results and ownership, with prompts to copy.
- [Claude and ChatGPT Prompts for Indian Stocks](https://tapetide.com/mcp/guides/ai-stock-analysis-prompts): Copy-ready Claude and ChatGPT prompts for Indian stock analysis: fundamentals, technicals, ownership and filings, each run on real NSE and BSE data over MCP.
- [Backtest Indian Stocks with AI and Python](https://tapetide.com/mcp/guides/backtest-indian-stocks-ai): Backtest NSE stocks with an AI coding agent and Python: adjusted prices, point-in-time fundamentals and survivorship checks over MCP and the Tapetide API.
- [Claude for Stock Analysis in India: MCP Setup](https://tapetide.com/mcp/guides/claude-indian-stock-research): Use Claude for stock analysis in India: add the Tapetide MCP connector to Claude.ai, Desktop or Code for NSE and BSE data. Setup, a worked session, prompts.
- [What Is an MCP Server for Stocks? India Guide](https://tapetide.com/mcp/guides/indian-stock-market-mcp-server): What an MCP server for stocks is and how it works in India: how Claude or ChatGPT calls tools for NSE and BSE data, a worked example and what to check.
- [NSE & BSE MCP Server: Tools and Example Prompts](https://tapetide.com/mcp/guides/nse-mcp-server): Every tool the Tapetide NSE and BSE MCP server gives Claude, ChatGPT and Cursor, grouped by data type, with example prompts to copy and the limits to know.
- [ChatGPT for Indian Stocks with Real NSE Data](https://tapetide.com/mcp/guides/chatgpt-indian-stock-market): Connect ChatGPT to real NSE and BSE stock market data through a custom MCP app. Step-by-step setup, example prompts, limits and what ChatGPT cannot do.
- [Cursor and VS Code MCP for Indian Stock Data](https://tapetide.com/mcp/guides/cursor-vscode-indian-stock-data): Add Tapetide MCP to Cursor, VS Code, Codex or Claude Code for Indian stock data. Config blocks, auth options, rate limits and three developer workflows.
- [FII and DII Data, Inside Your AI Assistant](https://tapetide.com/mcp/guides/fii-dii-data-ai-assistant): Understand FII and DII data, what net buy and sell figures mean, and how to ask your AI assistant for daily flows, monthly trends and sector-wise FPI data.
- [MCP vs API for Indian Stock Market Data](https://tapetide.com/mcp/guides/mcp-vs-api-indian-stock-data): MCP vs REST API for Indian stock data: how each works, who should use which, auth, rate limits, freshness, and agent tasks that only work with MCP.
- [Stock Screener MCP: Screen NSE Stocks with AI](https://tapetide.com/mcp/guides/stock-screener-mcp): Use the Tapetide stock screener MCP to screen NSE and BSE stocks with AI on fundamental ratios, technical filters and preset screens, in plain English.

Connect your AI to Indian stock market data: https://tapetide.com/mcp