Loomal

Indic transliteration plus Indian name, address, PIN, PAN, GSTIN normalization.

0 starsRemote-capable

About Indic Normalize

Indic Normalize is an MCP (Model Context Protocol) server published by guptaprakhariitr in the official MCP registry, listed under Location Services on Loomal. Indic transliteration plus Indian name, address, PIN, PAN, GSTIN normalization.

Indic Normalize runs as a hosted remote over streamable-http — MCP clients connect directly to its endpoint, with nothing to install locally.

Development happens in the open at github.com/guptaprakhariitr/indic-normalize-mcp.

Use Indic Normalize with your agent

Claude Code · one command
claude mcp add --transport http indic-normalize https://indic-normalize-mcp.atlasword.workers.dev/mcp
Claude Desktop, Cursor & other MCP clients · config
{
  "mcpServers": {
    "indic-normalize": {
      "url": "https://indic-normalize-mcp.atlasword.workers.dev/mcp"
    }
  }
}
streamable-httphttps://indic-normalize-mcp.atlasword.workers.dev/mcp

Frequently asked questions

What is Indic Normalize?
Indic Normalize is an MCP (Model Context Protocol) server by guptaprakhariitr in the Location Services category. Indic transliteration plus Indian name, address, PIN, PAN, GSTIN normalization.
How do I connect Indic Normalize to Claude, Cursor, or another MCP client?
Indic Normalize is a remote MCP server — add its endpoint (https://indic-normalize-mcp.atlasword.workers.dev/mcp) to your client's MCP configuration (for example with "claude mcp add", or under "mcpServers" in Cursor's mcp.json) and restart the client.
Is Indic Normalize open source?
Yes — the source code is public at github.com/guptaprakhariitr/indic-normalize-mcp.
Can AI agents pay to use Indic Normalize?
Not yet through Loomal — Indic Normalize is listed as a free directory entry. If its maintainer verifies ownership, they can set per-call USDC pricing that agents pay over x402, with settlement on Base.

Listing data from the official MCP registry and GitHub, refreshed periodically. Not affiliated with the maintainer unless claimed. Maintain Indic Normalize? Claim this listing free by verifying GitHub ownership, or contact us.