← Kalynga Koshagaar

Questions, answered

The product

What is Kalynga Koshagaar?

An invite-only portfolio tool for Indian investors, covering mutual funds and stocks.

  • After every market close it re-scores 1,600+ mutual funds and every Nifty 500 stock and ETF on returns, momentum, drawdowns and volatility.
  • Funds get buy and sell signals from those scores.
  • Stocks are picked by a rules-based strategy that sets each buy's profit target and sell-by date up front.
  • It publishes the engine's real backtested returns against the Nifty 50, wins and losses.

Does it cover stocks as well as mutual funds?

Yes. Funds and stocks share one portfolio, so your value, P&L and XIRR count both.

  • The stock universe is the Nifty 500 plus gold, silver, international and sector ETFs, re-scored after every close.
  • The Explorer ranks stocks alongside funds.
  • Insights shows tonight's stock picks, each with its profit target and sell-by date.
  • Stock positions are sized in whole shares.

The engine

How does the scoring engine work?

Every fund and stock gets a daily score from its own return, momentum, drawdown and volatility history. Funds and stocks then use that score differently.

Funds

  • Scores become buy and sell signals.
  • A signal must hold for several days before it changes, so one bad session doesn't flip it.
  • New buying pauses when the market is falling.
  • A trailing stop-loss calls the exit before a gain turns into a loss.

Stocks

  • When the Nifty has been falling, it buys stocks that have crashed hard over three months.
  • Otherwise it buys strong stocks trading well below their recent average.
  • Every buy gets a fixed profit target and a sell-by date the day it is bought.
  • A dip buy is also sold if it falls 16% below its price, and a crash buy that has gone nowhere after 40 sessions is let go.

Does the engine actually beat the market?

Judge for yourself: the home page publishes every backtested window, including the ones it lost.

  • Each window is six months, for funds, against a Nifty 50 buy-and-hold of the same cash.
  • Nothing is cherry-picked.

Trading and access

Does Koshagaar place trades for me?

Only if you connect a Groww account and switch it on, and only after each plan is approved.

  • Each night the engine builds a plan of the exits and entries it recommends for the next session.
  • It emails you a link to approve or deny the plan, or you can choose auto-approval.
  • Nothing is placed without that approval.
  • You can leave execution off entirely and record your own trades instead.

Is this investment advice?

No. Koshagaar provides analytical scores and signals computed from public NAV and market-price data.

  • It is not SEBI-registered investment advice.
  • Past or backtested performance does not guarantee future returns.
  • Consult a registered investment adviser before acting on any signal.

How do I get access?

Kalynga is invite-only and onboards a few investors at a time. Leave your details in the request-access form and we'll reach out.

Claude

Can I use Koshagaar from Claude?

Yes. Connect the Koshagaar connector to claude.ai, Claude Desktop or Claude Code and ask about your portfolio in plain language.

  • You sign in with your Koshagaar account, and the connector can only ever see that account's data.
  • Setup steps are in the Connect Claude guide below.

What exactly can Claude see and do once connected?

Claude can read your portfolio and the market, record trades with your confirmation, and send feedback.

  • It reads your portfolio summary, P&L over any date range, recommendations and transaction history, across funds and stocks.
  • It can look up top-ranked funds and stocks, any fund's or stock's price history, and the market overview.
  • For stocks, the ranking shows past strength, not buy picks; your recommendations show each position's target and sell-by date.
  • It can record a fund or stock trade, always showing a preview first and saving only after you confirm.
  • Your identity comes from your login token and is checked on the server, so a connected client only ever sees its own account.

Connect Claude to Koshagaar

Koshagaar exposes a remote MCP connector. You need a Koshagaar login — when you connect, your browser opens an approval page and you sign in with your Koshagaar credentials. Each login sees only its own portfolio; the isolation is enforced server-side, not by the client.

claude.ai

Settings → Connectors → Add custom connector, then paste the connector URL below. On Team or Enterprise workspaces, a workspace Owner adds it once at the organization level — members then simply authenticate.

https://koshagaar.kalynga.in/api/mcp

Claude Desktop

Settings → Developer → Local MCP servers → Edit Config, add the block below, then fully restart the app. Your browser opens for login on first use.

{
  "mcpServers": {
    "koshagaar": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://koshagaar.kalynga.in/api/mcp"]
    }
  }
}

Claude Code

One command in your terminal, then run /mcp in a session to authenticate.

claude mcp add --transport http koshagaar https://koshagaar.kalynga.in/api/mcp

What the connector exposes

Your portfolio

Only ever your own account
  • Portfolio summary
    get_portfolio_summary

    Value, net invested, gain, today’s P&L and lifetime XIRR (your annualized return), for funds and stocks together and each on its own.

    “What’s my portfolio worth today?”

  • Recommendations
    get_rebalancing_report

    Buy, sell and hold calls on your funds with stop-loss status. For stocks, each open position’s target and sell-by date, plus tonight’s proposed trades awaiting your approval.

    “Is there anything I should sell?”

  • Transactions
    get_transactions

    Every fund and stock trade, newest first, filterable by date, fund or symbol.

    “What did I buy in August?”

  • Performance
    get_performance

    Daily P&L over any date range: win rate, best and worst day, period XIRR, and an optional fund-by-fund breakdown.

    “How did I do last quarter?”

Funds, stocks and the market

The same for every member
  • Top funds
    explore_funds

    Today’s highest-scored mutual funds, filterable by category and signal.

    “Which flexi-cap funds score best right now?”

  • Top stocks
    explore_stocks

    Today’s highest-scored stocks and ETFs, filterable by sector. The ranking shows past strength, not what the strategy will buy.

    “Which healthcare stocks are strongest?”

  • Fund details
    get_fund_details

    One fund’s NAV, score, signal and history, for the last 30 days or any range.

    “Show me how this fund has scored since January.”

  • Stock details
    get_stock_details

    One stock’s latest close, score and price history by NSE symbol.

    “How has RELIANCE moved this month?”

  • Market overview
    get_market_overview

    The latest Sensex and Nifty session, and the fund engine’s market-regime state.

    “How did the market close today?”

Recording and feedback

The only tools that write anything
  • Record a fund trade
    record_fund_transaction

    Logs an investment or redemption. Claude shows a preview first, and nothing is saved until you confirm.

    “I put ₹10,000 into Parag Parikh Flexi Cap today.”

  • Record a stock trade
    record_stock_transaction

    Logs a buy, sell, bonus or split in whole shares, with the same preview-then-confirm step and a check that you hold enough to sell.

    “I sold 20 shares of TCS at ₹3,410.”

  • Send feedback
    submit_feedback

    Sends a bug report or feature request straight to the Koshagaar team.

    “Tell the team the chart is slow to load.”

Every user-scoped tool derives your identity from the login token server-side — no tool accepts an account parameter, so a connected client can only ever see its own data.

Don't have access yet? Request an invite →