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MCP server · Communication

io.github.kapruka/reviewguru

· github.com/kapruka/reviewguru-mcp

Query Sri Lankan businesses, doctors, and reviews from any MCP-aware AI agent.

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About io.github.kapruka/reviewguru

io.github.kapruka/reviewguru is an MCP server in the Communication category: query Sri Lankan businesses, doctors, and reviews from any MCP-aware AI agent.

Install

uvx
uvx reviewguru-mcp
pip
pip install reviewguru-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (6)

get_business(slug)Full profile: address, phone, hours, categories, rating breakdown, top 10 reviews.

Parameters not published.

get_reviews(slug, sort?, limit?)Paginated reviews. Sort: `newest`, `highest`, `lowest`, `helpful`.

Parameters not published.

list_businesses(city?, category?, min_rating?, sort?, limit?)Ranked list of businesses. Sort: `top`, `most-reviewed`, `newest`.

Parameters not published.

list_categories()Top-level categories + sub-categories with slugs.

Parameters not published.

list_cities()Sri Lankan cities with business counts.

Parameters not published.

search(query, limit?)Full-text search (FTS5) across every business and doctor.

Parameters not published.

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Security checks

  • ✓README presentThe repository ships documentation.

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README

Review Guru MCP Server

PyPI

An MCP server that exposes Sri Lankan business reviews and doctor profiles from Review Guru to Claude Desktop, Cursor, Cline, or any MCP-aware AI agent.

No API key. No scraping. Calls a public, cached, rate-limited HTTPS endpoint.

What you get

Tool What it does
list_businesses(city?, category?, min_rating?, sort?, limit?) Ranked list of businesses. Sort: top, most-reviewed, newest.
get_business(slug) Full profile: address, phone, hours, categories, rating breakdown, top 10 reviews.
get_reviews(slug, sort?, limit?) Paginated reviews. Sort: newest, highest, lowest, helpful.
search(query, limit?) Full-text search (FTS5) across every business and doctor.
list_categories() Top-level categories + sub-categories with slugs.
list_cities() Sri Lankan cities with business counts.

Plus a reviewguru://about resource that returns live counts.

Data covers restaurants, hotels, shops, salons, hospitals, Sri Lankan doctors with specialty + practice locations, and more — all with patient/ customer reviews.

Install

With uv (recommended)

uvx reviewguru-mcp

With pipx

pipx install reviewguru-mcp
reviewguru-mcp

With pip

pip install reviewguru-mcp
reviewguru-mcp

The server speaks MCP over stdio — invoke it from any MCP client config.

Wire it up

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (Mac) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "reviewguru": {
      "command": "uvx",
      "args": ["reviewguru-mcp"]
    }
  }
}

Restart Claude Desktop. The 🔌 icon in chat will show the Review Guru tools.

Cursor

Settings → MCP → Add new MCP server:

  • Command: uvx
  • Args: reviewguru-mcp

Cline (VS Code)

Cline → Settings → MCP Servers → Add:

{
  "reviewguru": {
    "command": "uvx",
    "args": ["reviewguru-mcp"]
  }
}

Try it

Once wired up, ask your assistant things like:

Find me three highly-rated cardiologists in Colombo and tell me which hospital each one consults at.

What are people saying about Ministry of Crab? Pull the most recent five reviews.

I'm a vegetarian visiting Galle for a weekend — recommend two restaurants.

The model will pick the right tools and stitch the answers together.

Configuration

Environment variables (all optional):

Variable Default Effect
REVIEWGURU_API https://reviewguru.lk API base URL — point at staging or a fork.
REVIEWGURU_URL https://reviewguru.lk Used to render business URLs in tool output.
DATABASE_URL (none) If set to an existing SQLite path, server uses local DB instead of HTTP. Maintainer-only.

Rate limits + acceptable use

The public API is shared and lightly rate-limited (60 req/min per IP). For heavier usage, set REVIEWGURU_API to your own deployment.

Reviews are licensed for citation with attribution to Review Guru and a link back to the specific business URL. See reviewguru.lk/llms.txt for full LLM-usage guidelines.

Self-hosting

Want to fork? The server is one Python file (server.py). It auto-detects:

  • HTTP mode (default) — calls /api/v1 endpoints. Works anywhere.
  • SQLite mode — if data/reviewguru.db is present in the parent dir. Used by the maintainers for sub-millisecond local queries.
git clone https://github.com/kapruka/reviewguru-mcp
cd reviewguru-mcp
pip install -e .
reviewguru-mcp

Links

License

MIT — see LICENSE.

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About io.github.kapruka/reviewguru

How do I install io.github.kapruka/reviewguru?

Run uvx reviewguru-mcp, then add the server to your MCP client's configuration.

Is io.github.kapruka/reviewguru safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.kapruka/reviewguru still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.