# io.github.arnienemeth/geo-explorer-mcp (pypi · geo-explorer-mcp)

Country facts, administrative boundaries and regional statistics, for interactive geography.

- Trust score: 65/100 (medium)
- Change this week: −11
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-24

## Components

- pypi · `geo-explorer-mcp`: 65/100 (this document), [markdown](https://verifymcp.io/servers/arnienemeth-geo-explorer-mcp/geo-explorer-mcp.md), [page](https://verifymcp.io/servers/arnienemeth-geo-explorer-mcp/geo-explorer-mcp)

## Channel facts

- Registry: `pypi`
- Package: `geo-explorer-mcp`
- Version: `0.1.0`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-24.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs uv_build at install time, a recognised build step with no custom scripting around it.
  - 1 of 22 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 26 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 69/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 372 tokens (~124/item across 3 items; 3 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 90/100
  - Stability observed for 27 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the io.github.arnienemeth/geo-explorer-mcp server?

io.github.arnienemeth/geo-explorer-mcp runs locally as a PyPI package, launched with uvx geo-explorer-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add arnienemeth-geo-explorer-mcp -- uvx geo-explorer-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "arnienemeth-geo-explorer-mcp": {
      "command": "uvx",
      "args": [
        "geo-explorer-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "arnienemeth-geo-explorer-mcp": {
      "command": "uvx",
      "args": [
        "geo-explorer-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add arnienemeth-geo-explorer-mcp -- uvx geo-explorer-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "arnienemeth-geo-explorer-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "geo-explorer-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add arnienemeth-geo-explorer-mcp --command uvx --arg geo-explorer-mcp
```

### Hermes

```yaml
mcp_servers:
  arnienemeth-geo-explorer-mcp:
    command: "uvx"
    args: ["geo-explorer-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "arnienemeth-geo-explorer-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "geo-explorer-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add arnienemeth-geo-explorer-mcp -t stdio -c uvx -a geo-explorer-mcp
```

### Other

```json
{
  "mcpServers": {
    "arnienemeth-geo-explorer-mcp": {
      "command": "uvx",
      "args": [
        "geo-explorer-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-24 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-22 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 80 to 83. That category is still filling its 30-day observation window: 24 days of observed history at the previous scan, 25 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-20 (score 63, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-18 (score 62, −14)

- [security regression] Malware scan: pass → unverified

### 2026-10-17 (score 76, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-15 (score 61, +37)

- [security improvement] Injection markers: unverified → pass
- [functional improvement] Tool coverage: unverified → 100
- [functional improvement] Stability: unverified → 0.60
- [functional improvement] MCP protocol: unverified → pass

### 2026-10-14 (score 24, −15)

- [security regression] Malware scan: pass → unverified

### 2026-10-13 (score 39, +15)

- [security improvement] Malware scan: unverified → pass

## MCP tools (3)

### `get_country_profile` (~82 tokens)

Get Country Profile

Get a factual profile of a country: capital cities with coordinates,
population, area, region, currencies, languages (English and native
names), bordering countries, flag and a Wikipedia link. Accepts a full
or partial country name in any language, e.g. 'Slovakia',
'Deutschland' or 'ger'.

Input parameters:

- `country` (string, required)

### `get_map_data` (~133 tokens)

Get Map Data

Get administrative boundary data for a country, for drawing an
interactive map. Returns the names of each sub-national region plus a
URL to simplified GeoJSON that a map library (Leaflet, D3, Mapbox) can
load directly in the browser. Use level 'ADM0' for the country outline,
'ADM1' for states/provinces/regions (e.g. Slovak kraje, German
Bundeslander), or 'ADM2' for counties/districts. Not every country has
ADM2 data.

Input parameters:

- `country` (string, required)
- `level` (string)

### `get_region_details` (~157 tokens)

Get Region Details

Get population, area, capital city and reference links for each
first-level region (ADM1) of a country, from Wikidata.

Complements get_map_data, which supplies the geometry but carries no
statistics. Join the two on the 'match_key' field, which normalises the
different naming conventions the two sources use.

Each region returns its ISO 3166-2 code, English and native names,
population, area in km2, its capital city (with that city's own
population and coordinates), and Wikidata plus Wikipedia URLs for
further reading. Coverage is best for ADM1; many countries do not
publish ISO 3166-2 codes below that level.

Input parameters:

- `country` (string, required)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/arnienemeth-geo-explorer-mcp/geo-explorer-mcp#diagnostics

## Score history

- 2026-10-24: 65
- 2026-10-23: 64
- 2026-10-22: 64
- 2026-10-21: 63
- 2026-10-20: 63
- 2026-10-19: 62
- 2026-10-18: 62
- 2026-10-17: 76
- 2026-10-16: 61
- 2026-10-15: 61
- 2026-10-14: 24
- 2026-10-13: 39
- 2026-10-12: 24
- 2026-10-04: 39
- 2026-10-03: 67
- 2026-10-02: 67
- 2026-10-01: 67
- 2026-09-30: 52
- 2026-09-29: 67
- 2026-09-28: 67
- 2026-09-27: 65

## Common questions

### What is the io.github.arnienemeth/geo-explorer-mcp server?

io.github.arnienemeth/geo-explorer-mcp is listed in the public MCP registry as io.github.arnienemeth/geo-explorer-mcp. Country facts, administrative boundaries and regional statistics, for interactive geography. This page covers its PyPI package (geo-explorer-mcp).

### Is the io.github.arnienemeth/geo-explorer-mcp server safe to use?

io.github.arnienemeth/geo-explorer-mcp scores 65 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 24 October 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the io.github.arnienemeth/geo-explorer-mcp server expose?

io.github.arnienemeth/geo-explorer-mcp exposes 3 tools: get_country_profile, get_map_data, get_region_details. Their descriptions and schemas cost roughly 372 tokens of context every time the server is loaded.

### Is the io.github.arnienemeth/geo-explorer-mcp server still maintained?

io.github.arnienemeth/geo-explorer-mcp is still listed as active in the MCP registry. We last reached this channel on 24 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the io.github.arnienemeth/geo-explorer-mcp server under?

io.github.arnienemeth/geo-explorer-mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/geo-explorer-mcp/
- Socket report: https://socket.dev/pypi/package/geo-explorer-mcp
- Repository: https://github.com/arnienemeth/geo-explorer-mcp
- Changelog RSS feed: https://verifymcp.io/servers/arnienemeth-geo-explorer-mcp/geo-explorer-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/arnienemeth-geo-explorer-mcp/geo-explorer-mcp.json
- HTML version of this page: https://verifymcp.io/servers/arnienemeth-geo-explorer-mcp/geo-explorer-mcp