tapetide-stock-research-mcp

<p align="center"> <a href="https://tapetide.com/mcp"> <img src="https://assets.tapetide.com/logo-filled-tight.svg" alt="Tapetide — Indian Stock Market MCP Server" width="80" /> </a> </p> <h1 align="center">NSE & BSE Indian Stock Market Data MCP Server</h1> <p align="center"> <strong>The Model Context Protocol server for Indian stock markets — 55 tools to search, screen & analyze all 8,200+ NSE and BSE stocks from Claude, ChatGPT, Cursor & any AI assistant</strong> </p> <p align="center"> <a href="https://www.npmjs.com/package/tapetide-mcp"><img src="https://img.shields.io/npm/v/tapetide-mcp" alt="npm version" /></a> <a href="https://www.npmjs.com/package/tapetide-mcp"><img src="https://img.shields.io/npm/dm/tapetide-mcp" alt="npm downloads" /></a> <a href="./LICENSE"><img src="https://img.shields.io/badge/License-MIT-green.svg" alt="MIT License" /></a> <a href="https://modelcontextprotocol.io"><img src="https://img.shields.io/badge/MCP-compatible-blue" alt="MCP compatible" /></a> <a href="https://glama.ai/mcp/servers/Tapetide-hq/nse-bse-indian-stock-market-data-mcp"><img src="https://glama.ai/mcp/servers/Tapetide-hq/nse-bse-indian-stock-market-data-mcp/badges/score.svg" alt="nse-bse-indian-stock-market-data-mcp MCP server" /></a> </p> <p align="center"> <a href="https://tapetide.com/mcp">Documentation</a> • <a href="#quick-start">Quick Start</a> • <a href="#tools">55 Tools</a> • <a href="#example-prompts">Example Prompts</a> • <a href="https://www.npmjs.com/package/tapetide-mcp">npm</a> </p> --- ## What is this? Tapetide MCP Server is a [Model Context Protocol](https://modelcontextprotocol.io/) server that connects AI assistants to real-time Indian stock market data. It covers all ~8,200 stocks listed on NSE and BSE — from large-cap Nifty 50 to SME stocks. Ask your AI to look up any stock, run a screener with 326 fundamental filters or real-time technical indicators, pull quarterly financials, check analyst consensus ratings, track your portfolio P&L, monitor FII/DII institutional flows, or get today's bulk deals — all through natural language. **Compatible with:** Claude Desktop, Claude Code, ChatGPT, Cursor, Windsurf, Kiro, VS Code, Codex, Zed, Gemini, Grok, OpenCode, Antigravity, and any MCP-compatible client. ## Quick Start ### Option 1: Remote MCP (No install — claude.ai, chatgpt.com, Grok, Gemini) Add this URL directly in your AI chat app: ``` https://mcp.tapetide.com/mcp ``` Authentication happens automatically via Google OAuth. No token needed. ### Option 2: Remote MCP with Token (Claude Code, VS Code, Kiro, Zed) For code editors that support URL-based MCP servers with custom headers: 1. Get a free token at [tapetide.com/settings/tokens](https://tapetide.com/settings/tokens) 2. Add to your MCP config: ```json { "mcpServers": { "tapetide": { "type": "url", "url": "https://mcp.tapetide.com/mcp", "headers": { "Authorization": "Bearer YOUR_TOKEN_HERE" } } } } ``` ### Option 3: Local MCP via npm (Claude Code, Codex, Cursor, Windsurf, VS Code, Gemini CLI, Kiro, OpenCode) For stdio-based MCP clients. No cloning or building required — runs via `npx`: 1. Get a free token at [tapetide.com/settings/tokens](https://tapetide.com/settings/tokens) 2. Add to your MCP config: ```json { "mcpServers": { "tapetide": { "command": "npx", "args": ["-y", "tapetide-mcp"], "env": { "TAPETIDE_TOKEN": "your_token_here" } } } } ``` > **Node.js 18+** required for the local option. Run `node --version` to check. ### Gemini CLI extension ```bash gemini extensions install https://github.com/Tapetide-hq/nse-bse-indian-stock-market-data-mcp ``` You'll be prompted for your Tapetide token on install. ### Option 4: Local MCP via Python (uvx / pip) Same bridge, packaged for Python 3.10+ — [`tapetide-mcp` on PyPI](https://pypi.org/project/tapetide-mcp/) ([source](https://github.com/Tapetide-hq/nse-bse-indian-stock-market-data-mcp-python)): ```json { "mcpServers": { "tapetide": { "command": "uvx", "args": ["tapetide-mcp"], "env": { "TAPETIDE_TOKEN": "your_token_here" } } } } ``` ## How It Works ``` ┌─────────────────┐ stdio (JSON-RPC) ┌──────────────────┐ HTTPS ┌─────────────────────┐ │ AI Assistant │ ◄──────────────────────► │ tapetide-mcp │ ◄────────────► │ mcp.tapetide.com │ │ (Claude, etc.) │ │ (npm package) │ │ (Cloudflare Worker) │ └─────────────────┘ └──────────────────┘ └─────────────────────┘ ``` The npm package is a lightweight stdio bridge with zero runtime dependencies. It: - Reads JSON-RPC from stdin, forwards to the remote Tapetide MCP server, writes responses to stdout - Auto-detects framing: Content-Length (VS Code, Claude Desktop) or newline-delimited JSON (Kiro, Claude Code) - Exchanges your refresh token for a 1-hour HMAC access token, auto-refreshes before expiry - Handles SSE responses from the remote server - Identifies your MCP client to the remote via `User-Agent`, and echoes the negotiated protocol version - Warns on stderr when the server rate-limits a call, naming the retry delay - Replays the `Mcp-Session-Id` the server mints at `initialize` on every later request, so the remote can tie a session's calls together - Forwards MCP Apps traffic untouched — `resources/list`, `resources/read` and the `_meta.ui` hints on `get_price_history`, `market_heatmap` and `screen_stocks` reach your client exactly as the server sends them All 55 tools and their logic run on the remote server — the npm package is just the transport layer. Because it forwards JSON-RPC verbatim, tools shipped on the remote are available immediately without upgrading this package. ## Authentication | Method | How it works | Best for | |--------|-------------|----------| | **Google OAuth** | Browser sign-in, automatic token refresh | AI chat apps (Claude.ai, ChatGPT, Grok, Gemini) | | **Personal Token (remote)** | `Authorization: Bearer tpt_rt_...` header | Code editors with URL-based MCP (VS Code, Kiro, Zed) | | **Personal Token (local)** | `TAPETIDE_TOKEN` env var via npx | stdio MCP clients (Cursor, Windsurf, Claude Desktop, Codex) | Generate a free personal token at [tapetide.com/settings/tokens](https://tapetide.com/settings/tokens). Works for both remote and local MCP. ## Tools > Tip: ask your assistant to call `read_me` first. It returns the full in-session guide — every > tool by category, usage patterns, and the rules the server expects clients to follow. > > Three tools carry an interactive view for hosts that support [MCP Apps](https://github.com/modelcontextprotocol/ext-apps) > (Claude, Claude Desktop, VS Code Copilot): `get_price_history` renders the price and volume chart, > `market_heatmap` the index treemap, and `screen_stocks` the sortable results table. Text-only hosts > get the same JSON result with nothing missing. <!-- tools:start — mirrors the server's tool catalog. Checked against the live server's tools/list by scripts/check-catalog-parity.mjs (CI: .github/workflows/ci.yml). When the catalog changes, regenerate this block; do not hand-edit an individual count. --> ### 🔍 Discovery & Screening (5 tools) | Tool | Description | |------|-------------| | `search_stocks` | Resolve a company to its symbol by name, symbol, BSE code, or ISIN — including brand names and post-rename aliases (`Zomato` → `ETERNAL`). Filter by sector/industry. | | `screen_stocks` | Fundamental screener over 326 ratios — PE, ROCE, sales growth, debt/equity, Piotroski score. Plain-English query syntax with AND/OR logic and cross-field comparisons. | | `screen_stocks_technical` | Real-time technical screener — RSI, MACD, SMA/EMA crossovers, Bollinger Bands, ADX, volume, momentum. Supports `crosses_above`/`crosses_below`. | | `get_screener_ratios` | Search or browse the full 326-ratio catalog to get exact ratio names for a query. | | `get_trending_stocks` | Today's top gainers, losers, and most-active stocks from the Nifty 500. | ### 📊 Company Analysis (9 tools) | Tool | Description | |------|-------------| | `get_company_profile` | Full overview — sector, business summary, pros/cons, fundamentals, growth metrics, current quote. Optionally add technicals (20+ indicators), analyst ratings, and peers in the same call. | | `get_stock_quote` | Live price — LTP, change %, volume, market cap, PE, PB, 52-week high/low. | | `get_batch_quotes` | Up to 20 stock quotes in a single call. | | `get_price_history` | Daily or weekly OHLCV with delivery %. Up to 2,000 sessions per call, pageable further back. | | `get_financials` | Quarterly + annual P&L, balance sheet, cash flow, and ratios. Each period is stamped with when it was actually published, so backtests can avoid look-ahead bias. | | `get_shareholding` | Promoter, FII, DII, and public holdings quarter by quarter. | | `get_forecasts` | Analyst EPS, revenue, EBITDA, net income, ROA, and ROE estimates against actuals — for spotting earnings surprises. | | `get_stock_events` | Sentiment-tagged news, corporate actions (dividends, splits, bonuses, AGMs), and filings (results, presentations, concall transcripts, annual reports). | | `get_stock_ownership` | Dividend history with yields + which mutual fund schemes hold the stock and at what share of AUM. | ### 🏛️ Market-Wide Data (11 tools) | Tool | Description | |------|-------------| | `get_market_pulse` | The at-a-glance daily snapshot — FII/DII net flows, Nifty 50 valuations, and India VIX in one call. | | `get_fii_dii_detail` | 30 days of daily cash-market flows, F&O participant long/short OI, weekly/monthly/yearly aggregates, buy/sell streaks, cumulative net flows. | | `get_fii_dii_flows` | Alias of `get_fii_dii_detail`. | | `get_fpi_sectors` | FPI investment by sector — AUM share, fortnightly change, 1-year cumulative flow. | | `get_market_news` | Market-wide news across categories with sentiment and related symbols. | | `get_market_data` | One dispatcher for seven daily feeds via `dataset`: `deals`, `fno_ban`, `deliveries`, `ipo`, `mtf`, `slbm`, `signals`. | | `market_heatmap` | Every constituent of an index with market cap, PE, PB, returns from 1d to 5y, volume, sector — 16 indices. | | `market_valuations` | Index PE, PB, and dividend yield over time. Up to 20 years. | | `get_india_vix` | The India VIX fear gauge — latest level, daily change, recent history. | | `get_index_performance` | Rank ~140 NSE indices by return over completed weeks or months. Filter to sectoral, broad, thematic, or strategy families — the right answer to "which sector led last month". | | `get_index_history` | OHLC level series plus PE/PB/dividend yield for a single index. The index counterpart of `get_price_history`. | ### 🎲 Derivatives & Risk (5 tools) | Tool | Description | |------|-------------| | `get_option_chain` | Per-strike index option chain with IV, full Greeks, bid/ask, open interest, max pain, PCR. NIFTY, BANKNIFTY, FINNIFTY, MIDCPNIFTY — a stamped end-of-day snapshot. | | `get_option_iv_history` | Session-by-session ATM IV, IV rank, IV percentile, realised vol, PCR, max pain, 25-delta skew for ~556 underlyings, individual stocks included. | | `get_options_analytics` | Latest per-expiry aggregates — ATM IV, IV rank/percentile, realised vol, PCR by OI and volume, max pain, skew, call/put OI. | | `get_promoter_pledge` | Promoter share-pledge percentage by quarter plus pledge/release events — a standard governance red-flag check. | | `get_credit_ratings` | Credit-rating actions by agency with rating, action, and outlook over time. | ### 🔬 Research & Scoring (4 tools) | Tool | Description | |------|-------------| | `get_stock_deals` | Bulk, block, insider, and substantial-acquisition (SAST) disclosures per stock, with counterparty, side, quantity, value. | | `get_tapetide_score` | The deterministic 0-100 Tapetide Score for one stock with its six pillar sub-scores, band, percentile, data confidence, and any governance caps or red flags. | | `screen_tapetide_scores` | Rank and filter the scored universe by band, size bucket, sector, score window, and confidence, with cursor pagination. | | `get_earnings_call_summary` | Structured digest of recent earnings-call transcripts and investor presentations — highlights, risks, guidance, headline metrics. | ### 📄 Filing Text (3 tools) Parsed filings as text — read the annual report or transcript itself, not just a digest. | Tool | Description | |------|-------------| | `list_company_documents` | Index of a company's parsed filings — concall transcripts, annual reports, investor presentations, IPO documents — with `doc_id`, period, page count, what is available for each, and links to the PDF and full Markdown. Call this first. | | `get_document_summary` | Investor digest of one filing by `doc_id` (or the newest of a `doc_type`): summary, highlights, risks, management guidance, key metrics. Capped at 6k chars; `truncated: true` marks an abridged digest. | | `read_document` | The Markdown text of a filing by `doc_id` and page range, with `<!-- page N -->` markers to cite from. At most 12 pages / 24k chars per call; the result names the pages returned and the `next_pages` to fetch. | ### ⏳ Point-in-Time & Backtest Safety (5 tools) | Tool | Description | |------|-------------| | `get_adjustment_factors` | Split and bonus adjustment timeline for reconstructing raw prices — plus the rights and demerger events that carry no reliable factor at all. | | `get_observation_status` | Per-calendar-day reason a price is present or missing: traded, weekend, holiday, pre-listing, delisted, or no print. A missing day is not a zero return. | | `get_index_membership_asof` | Was a stock in an index on a given date? Answers `present`, `uncertain`, `absent`, or `out_of_coverage` — survivorship-bias-aware universe construction. | | `resolve_identifier_asof` | Map a historical symbol or ISIN to the company that held it on a date, for old holdings files and recycled tickers. | | `get_identifiers_asof` | The reverse lookup — which symbol and ISIN a company traded under at a point in time. | ### 💼 Portfolio (4 tools) Requires a connected Tapetide account. | Tool | Description | |------|-------------| | `get_user_portfolio` | Holdings with live prices, absolute and % P&L, invested value, weight, sector, market-cap class. | | `add_portfolio_stocks` | Add holdings singly or in bulk, including rows parsed from a broker CSV or screenshot (Zerodha, Groww, Angel One, Dhan, Upstox, 5Paisa, ICICI Direct, Kotak, HDFC Sky, Motilal Oswal). Duplicates merge on a weighted-average price. | | `update_portfolio_stock` | Update quantity and average price after a top-up or partial sell. | | `remove_portfolio_stocks` | Remove holdings from the portfolio. | ### 👁️ Watchlist (3 tools) Requires a connected Tapetide account. | Tool | Description | |------|-------------| | `get_watchlist` | Every followed stock with sector and industry. | | `add_to_watchlist` | Follow one or many stocks. Idempotent. | | `remove_from_watchlist` | Unfollow one or many stocks. | ### 📖 Guide & Aliases (6 tools) | Tool | Description | |------|-------------| | `read_me` | The full in-session guide — every tool by category, the SEBI disclaimer rule, portfolio-first behaviour, parallel-call patterns. Assistants should call it first. | | `scan_movers` | Alias of `get_trending_stocks`. | | `get_live_quote` | Alias of `get_stock_quote`. | | `get_stock_news` | Alias of `get_stock_events` with `type: "news"`. | | `get_corporate_actions` | Alias of `get_stock_events` with `type: "corporate_actions"`. | | `run_preset_screen` | Redirect that points a preset-screen request at the screener tool that can actually answer it. | <!-- tools:end --> ### Retired tool names These names were removed. Calling one returns a message naming its replacement, so a client can recover in the same turn — but new integrations should use the replacement directly. | Retired | Replacement | |---------|-------------| | `market_deals` | `get_market_data` with `dataset: "deals"` | | `market_fno_ban` | `get_market_data` with `dataset: "fno_ban"` | | `market_deliveries` | `get_market_data` with `dataset: "deliveries"` | | `market_ipo` | `get_market_data` with `dataset: "ipo"` | | `market_mtf` | `get_market_data` with `dataset: "mtf"` | | `market_slbm` | `get_market_data` with `dataset: "slbm"` | | `market_signals` | `get_market_data` with `dataset: "signals"` | | `get_quant_signal` | `get_tapetide_score` (a different measurement, not a rename) | | `screen_by_quant_signal` | `screen_tapetide_scores` (a different measurement, not a rename) | ## Example Prompts ### Stock Research ``` "Give me a complete analysis of Reliance Industries — financials, debt trend, analyst target price, and what mutual funds are holding it" "Compare HDFC Bank and ICICI Bank — quarterly profit growth, ROE, shareholding changes, and analyst consensus" "Pull the last 4 quarters of TCS financials — revenue growth, margin trend, and cash flow. How does it compare to Infosys?" ``` ### Stock Screening ``` "Find mid-cap stocks where FII holding increased last quarter, ROE > 15%, and RSI below 40 — accumulation candidates" "Screen for stocks with MACD bullish crossover, volume 2x average, and within 10% of 52-week high" "Which small-caps have debt-to-equity below 0.5, operating margin above 20%, and PE below 15?" ``` ### Institutional Flows ``` "FIIs have been selling for 5 days — show me daily numbers and which sectors they're pulling out of" "Compare FII vs DII flows for the last month with Nifty 50 PE — are we near a historical bottom?" "Show F&O participant-wise open interest — are FIIs net long or short in index futures?" ``` ### Portfolio & Watchlist ``` "Add these to my portfolio: 10 RELIANCE at ₹1350, 50 TCS at ₹3800, 25 HDFCBANK at ₹1650" "I bought 10 more RELIANCE at ₹1400 — update my portfolio and show my new average cost" "Which of my holdings are technically weak? Show RSI and MACD for each" "Watch TATAMOTORS, MARUTI, M&M — compare their PE ratios and quarterly sales growth" ``` ### Derivatives & Volatility ``` "Is RELIANCE implied volatility high right now? Show IV rank and percentile versus realised vol over the last year" "Show the NIFTY option chain around ATM — open interest by strike, max pain, and the put-call ratio" "Which sectors led the last 3 completed weeks? Rank the sectoral indices" ``` ### Scoring & Risk Screens ``` "What's the Tapetide Score for TATASTEEL and why — break down the pillars" "Show me Strong-band pharma stocks among large and mid caps" "Any governance red flags on this stock? Check promoter pledge trend and recent credit rating actions" ``` ### Backtest Safety ``` "Was IDEA in the Nifty 500 on 2019-03-31? I need point-in-time membership, not today's list" "This stock shows a 60% single-day move in 2022 — was that a split or a real return? Check the adjustment factors" ``` ### Daily Market Briefing ``` "Full market briefing — FII/DII flows, F&O ban stocks, bulk deals above 50 crores, top delivery stocks, and breakout signals" "Is the market overvalued? Show Nifty 50 PE vs 5-year and 10-year averages" "Show the Nifty 50 heatmap — which sectors dragged the index today?" ``` ## Data Coverage | Category | What's included | |----------|----------------| | **Stocks** | All NSE + BSE listed companies (~8,200 including SME) | | **Price data** | Daily OHLCV up to 2,000 days + weekly aggregation + delivery % | | **Financials** | Quarterly + annual P&L, balance sheet, cash flow, 50+ ratios | | **Screener** | 326 fundamental ratios + real-time technical indicators + cross-field comparisons | | **Technicals** | RSI, SMA, EMA, MACD, Bollinger Bands, ADX, ATR, Supertrend, Stochastic, CCI, pivot points, 8 candlestick patterns | | **Institutional** | FII/DII daily cash flows, F&O participant OI, FPI sector-wise allocation, buy/sell streaks | | **Market data** | Bulk/block deals, F&O ban, IPOs, delivery %, MTF, SLBM, heatmaps, signals | | **Indices** | ~140 NSE indices — level history with PE/PB/DY, plus weekly/monthly return rankings by sector, broad, thematic, and strategy family | | **Derivatives** | Index option chains with IV and full Greeks, OI, max pain, PCR; IV rank/percentile and realised-vol history for ~556 underlyings including single stocks; India VIX | | **Analyst** | Buy/hold/sell consensus + EPS/revenue/EBITDA/ROE forecasts with actuals vs estimates | | **Ownership** | Shareholding patterns (quarterly), dividend history, mutual fund scheme-level holdings | | **Large trades** | Bulk, block, insider (designated-person), and SAST disclosures with counterparty and value | | **Governance & risk** | Promoter share-pledge history and events, credit-rating actions by agency with outlook | | **Scoring** | Tapetide Score — deterministic 0-100 rating with six pillar sub-scores, band, percentile, data confidence, governance caps | | **Point-in-time** | Split/bonus adjustment factors, per-day observation status, as-of index membership, historical symbol/ISIN resolution — for survivorship-bias-aware backtests | | **News & Events** | Sentiment-tagged news, corporate actions, filings (annual reports, concall transcripts), AI digests of earnings calls and investor presentations | | **Filing text** | Concall transcripts, annual reports, investor presentations and IPO documents parsed to page-addressed Markdown, with per-document summaries and PDF/Markdown download links | | **Portfolio** | Live P&L tracking, sector breakdown, broker CSV import (10+ Indian brokers) | ## Environment Variables | Variable | Required | Default | Description | |----------|----------|---------|-------------| | `TAPETIDE_TOKEN` | Yes (local) | — | Personal API token from [tapetide.com/settings/tokens](https://tapetide.com/settings/tokens) | | `TAPETIDE_MCP_URL` | No | `https://mcp.tapetide.com` | Override remote server URL | | `TAPETIDE_DEBUG` | No | `0` | Set to `1` for debug logging to stderr | ## Rate Limits Limits are per Tapetide account and identical across all three access methods (OAuth, remote token, and this npm bridge) — they follow your plan, not your transport. | Scope | Free plan | Paid plans | |-------|-----------|------------| | Per day | 50 tool calls | Per your plan | | Per calendar month | 1,000 tool calls | Per your plan (unlimited on enterprise) | | Burst | 60 tool calls per minute | 60 tool calls per minute | Only **successful tool calls** consume quota. Protocol traffic (`initialize`, `tools/list`) and burst-denied calls are free. Daily and monthly windows reset on IST boundaries. When a limit is hit, the server replies with a normal JSON-RPC result carrying `isError: true` and a message naming the binding cap and its reset time, so your assistant relays it instead of retrying. Responses carry `X-RateLimit-Reset`, and denials add `Retry-After`. The numeric quota itself is not exposed as a header — check current usage at [tapetide.com/settings/tokens](https://tapetide.com/settings/tokens). ## Troubleshooting | Problem | Solution | |---------|----------| | `TAPETIDE_TOKEN is not set` on a tool call | The bridge starts without a token so tools can be listed, but calls need one. Add it to the `env` section of your MCP config | | `Token refresh failed (401)` | Token expired. Generate a new one at [tapetide.com/settings/tokens](https://tapetide.com/settings/tokens) | | `Rate limit exceeded` | Wait for reset (shown in error) or check usage at [tapetide.com/settings/tokens](https://tapetide.com/settings/tokens) | | Server not responding | Ensure Node.js 18+ is installed (`node --version`) | | Slow first request | Normal — pre-authenticates on startup. Subsequent requests are fast | | Network errors | Check internet. The bridge needs to reach `mcp.tapetide.com` | Set `TAPETIDE_DEBUG=1` for detailed logging to stderr. ## Links - **[tapetide.com](https://tapetide.com)** — Web platform - **[tapetide.com/mcp](https://tapetide.com/mcp)** — MCP documentation & setup guide - **[mcp.tapetide.com](https://mcp.tapetide.com)** — Remote MCP endpoint - **[npm: tapetide-mcp](https://www.npmjs.com/package/tapetide-mcp)** — npm package - **[PyPI: tapetide-mcp](https://pypi.org/project/tapetide-mcp/)** — Python package ([source](https://github.com/Tapetide-hq/nse-bse-indian-stock-market-data-mcp-python)) - **[@tapetide_hq](https://x.com/tapetide_hq)** — X (Twitter) - **[GitHub](https://github.com/Tapetide-hq/nse-bse-indian-stock-market-data-mcp)** — Source code - **[Glama](https://glama.ai/mcp/servers/Tapetide-hq/nse-bse-indian-stock-market-data-mcp)** — MCP directory listing <a href="https://glama.ai/mcp/servers/Tapetide-hq/nse-bse-indian-stock-market-data-mcp"><img width="380" src="https://glama.ai/mcp/servers/Tapetide-hq/nse-bse-indian-stock-market-data-mcp/badges/card.svg" alt="nse-bse-indian-stock-market-data-mcp MCP server" /></a> ## Contributing Issues and pull requests are welcome. For bugs, include the error message and your MCP client name/version. ## License [MIT](./LICENSE) — free to use, modify, and distribute. --- <p align="center"> _{Built by <a href="https://tapetide.com">Tapetide</a> — India's AI-first stock research platform} </p>