MCP.Market

Reviewguru MCP server

by kapruka·io.github.kapruka/reviewguru·v0.1.2
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Query Sri Lankan businesses, doctors, and reviews from any MCP-aware AI agent.

B82/100grade B
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Safety scan
B82/100

full report

Adoption
New

0 stars22 downloads/wk

Reviews

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If you have run it, two minutes of your experience saves the next person an afternoon.

Reviewguru tools (6)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • get_business

    Get full details of a single business by slug, including location, contact info, categories, and the top 10 recent reviews.

  • get_reviews

    Get reviews for a business.

  • list_businesses

    List Sri Lankan businesses with optional filters.

  • list_categories

    List all categories with their parent/child hierarchy.

  • list_cities

    List all cities on the platform with counts of listed businesses.

  • search

    Full-text search across all businesses. Uses SQLite FTS5 server-side.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 148 days ago8/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 82/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Reviewguru compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
82/100
higher than 65% of 4,460 AI and agents servers
Tools
6
the typical AI and agents server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
22
more than 8% of 1,538 AI and agents servers with a package

What its tools let an agent do: 6 read

Install Reviewguru in Claude Code, Cursor or VS Code

claude mcp add reviewguru -- uvx reviewguru-mcp
Add to Cursor

What the publisher says

From the Reviewguru repository's README, as published. We do not edit it. Read it on GitHub

Review Guru MCP Server

<!-- mcp-name: io.github.kapruka/reviewguru -->

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

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/claudedesktopconfig.json (Mac) or %APPDATA%\Claude\claudedesktopconfig.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):

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:

Used by the maintainers for sub-millisecond local queries.

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

Links

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Reviewguru: common questions

Is Reviewguru MCP server safe?
Mostly: it is graded B (82/100). Read the Reviewguru safety report
How do I install Reviewguru?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Reviewguru need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is Reviewguru maintained?
The last commit was 186 days ago (2026-05-02). The latest release is v0.1.2.
What can I use instead of Reviewguru?
Servers from other publishers that do the same job: OpenWorkProof MCP server and Maple MCP server.
How does Reviewguru compare with other AI and agents MCP servers?
safety score 82/100 (higher than 65% of 4,460 AI and agents servers); tools 6 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Reviewguru

Same job from other publishers: the closest match first, then the best rated.

  • OpenWorkProof
    Verifiable agent evidence; opt-in Codex guard and reference SOC alert review.
    A
  • Maple
    Review comments pinned to a running frontend, read and resolved by your coding agent.
    B