← Kalynga Koshagaar

Questions, answered

What is Kalynga Koshagaar?

Kalynga Koshagaar is an invite-only mutual-fund portfolio intelligence platform for Indian investors. After every market close it re-scores 1,600+ mutual funds on returns, momentum, drawdowns and volatility, turns those scores into buy and sell signals, and publishes the engine's real backtested returns against the Nifty 50 — wins and losses.

How does the scoring engine work?

Every fund gets a composite score from its own return, momentum, drawdown and volatility history, recomputed daily across 1,600+ funds. Signals carry hysteresis — a fund must hold its level for days before a call changes, so a single good or bad session doesn't flip a recommendation. A trailing stop-loss and a market-regime gate add exit and entry discipline on top.

Does the engine actually beat the market?

Judge for yourself. This page publishes the engine's backtested six-month windows against a Nifty 50 buy-and-hold of the same cash — every window, including the ones it lost. No cherry-picking.

Is this investment advice?

No. Kalynga Koshagaar provides analytical scores and signals computed from public NAV data. It is not SEBI-registered investment advice, and 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.

Can I use Koshagaar from Claude?

Yes. Koshagaar ships a remote MCP connector — connect it to claude.ai, Claude Desktop, or Claude Code and ask about your portfolio, rebalancing plan, or any scored fund in plain language. You sign in with your Koshagaar account, and the connector can only ever see that account's data. See the Connect Claude guide on the FAQ page for setup steps.

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://wealthpro.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://wealthpro.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://wealthpro.kalynga.in/api/mcp

Once connected, ask for your portfolio value and XIRR, today's rebalancing recommendations, the top-ranked funds, any fund's score history, or the market overview. You can even record an investment or redemption — the assistant always shows a preview that you must explicitly confirm before anything is written.

Don't have access yet? Request an invite →