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ahromlabs-search

ahromlabs-search

Official
by Ahrom-Labs

ahromlabs-mcp

An MCP server for Ahrom Labs' published guides: ERP requirements for Indian manufacturers and traders, IBR 2026 boiler forms and registration, interior BOQs, TallyPrime integration, and AI assistants over business data.

It runs locally over stdio, reads the hosted search endpoint from the server card at https://ahromlabs.com/.well-known/mcp/server-card.json, and offers its search tool to your client. Each result carries the URL of the page it came from. Read-only, public content only, no sign-in.

Use it

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "ahromlabs-search": { "command": "npx", "args": ["-y", "github:Ahrom-Labs/ahromlabs-mcp"] }
  }
}

Or run it yourself: npm install, then node index.js. Docker: docker build -t ahromlabs-mcp . && docker run -i ahromlabs-mcp.

Clients that speak streamable HTTP can connect to the hosted endpoint directly; see ahromlabs.com/agents.

Related MCP server: Tally Prime MCP Server

Test

npm test starts the server, lists its tools and runs one real search (needs network).

What it searches

MIT licence. Built by Ahrom Labs, Ahmedabad.

Available Tools

1 tool

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool updatev0.1.0
    • First observedsearch

TDQS

C2.6/5.0

Scored across 1 tool

Disambiguation5/5

There is only one tool, so there is no possibility of overlap or misselection between tools. Its purpose is clearly to perform a search, even if the description is vague.

Naming Consistency5/5

With a single tool named 'search', there are no naming inconsistencies or mixed conventions. The name is simple and readable.

Tool Count4/5

A search-focused server can reasonably expose just one search tool. However, the tool count feels slightly thin, and the description does not clarify whether this single operation is sufficient for all search workflows.

Completeness3/5

For a server named ahromlabs-search, a single search tool covers the core purpose, but there are no accompanying operations for retrieving detailed results, filtering, or browsing. The extremely vague description makes it hard to confirm whether the surface is truly complete.

Maintenance

ActivityMaintained
ResponsivenessNo recent community issues

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