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io.github.bamwor-dev/bamwor-mcp-server

NPM · BAMWOR-MCP-SERVER · SCANNED SEP 20

World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes.

Available components

−1 this week 83 Trust /100
Trust breakdown (7 categories)

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. How we score → Why this is hard to score →

Supply Chain Security98
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • No install/post-install scripts declared.Pass
  • 31 of 96 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency45
Schema Quality & AI Usability79
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 746 tokens (~93/item across 8 items; 8 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management90
  • Stability observed for 27 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the io.github.bamwor-dev/bamwor-mcp-server server?

io.github.bamwor-dev/bamwor-mcp-server runs locally as an npm package, launched with npx -y bamwor-mcp-server. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

npm · bamwor-mcp-server

# add to Claude Code
claude mcp add bamwor-dev-bamwor-mcp-server -- npx -y bamwor-mcp-server
// .cursor/mcp.json
{
  "mcpServers": {
    "bamwor-dev-bamwor-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "bamwor-mcp-server"
      ]
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "bamwor-dev-bamwor-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "bamwor-mcp-server"
      ]
    }
  }
}
# add to Codex CLI
codex mcp add bamwor-dev-bamwor-mcp-server -- npx -y bamwor-mcp-server
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "bamwor-dev-bamwor-mcp-server": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "bamwor-mcp-server"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add bamwor-dev-bamwor-mcp-server --command npx --arg -y --arg bamwor-mcp-server
# ~/.hermes/config.yaml
mcp_servers:
  bamwor-dev-bamwor-mcp-server:
    command: "npx"
    args: ["-y", "bamwor-mcp-server"]
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "bamwor-dev-bamwor-mcp-server": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "bamwor-mcp-server"
      ]
    }
  }
}
# add to Vellum
assistant mcp add bamwor-dev-bamwor-mcp-server -t stdio -c npx -a -y bamwor-mcp-server
// mcp.json
{
  "mcpServers": {
    "bamwor-dev-bamwor-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "bamwor-mcp-server"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 20 Sept 26 0
    • Security disclosure: unverified → fail functional
  • 19 Sept 26 +1
    • Security disclosure: fail → unverified functional
  • 17 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.

  • 16 Sept 26 −4
    • Stability: pass → 0.77 functional
  • 15 Sept 26 +1
    • Stability: 0.97 → pass security
  • 13 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

  • 9 Sept 26 −3
    • Stability: pass → 0.80 functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 20 Sept 2026 · Analysed npm/bamwor-mcp-server@0.2.2

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem npm

Background: How many MCP packages publish verified provenance →

Dependencies 96 packages
Packages resolved 96
Stale 31
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 8 exposed · ~746 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
compare_countries ~82

Compare two countries side by side across all available metrics: population, area, GDP, HDI, life expectancy, and more.

NameTypeReqDescription
country_astringyesFirst country name or slug (e.g. "brazil", "Japan")
country_bstringyesSecond country name or slug (e.g. "argentina", "South Korea")

No output schema declared.

No examples provided.

get_city ~68

Get detailed information about a specific city by its GeoNames ID. Returns coordinates, population, elevation, timezone, province, and country.

NameTypeReqDescription
city_idintegeryesThe GeoNames ID of the city (e.g. 1850147 for Tokyo, 3435910 for Buenos Aires)

No output schema declared.

No examples provided.

get_country ~74

Get detailed data about a country by name, slug, or ISO code. Returns population, area, capital, region, coordinates, and 20+ statistics.

NameTypeReqDescription
querystringyesCountry name (e.g. "Brazil"), slug (e.g. "brazil"), or ISO code (e.g. "BR")

No output schema declared.

No examples provided.

get_nearby_cities ~95

Find cities near a specific city using PostGIS radius search. Returns nearby cities with distance in kilometers.

NameTypeReqDescription
city_idintegeryesGeoNames ID of the reference city (e.g. 1850147 for Tokyo)
limitnumberMaximum results to return (1-50, default 10)
radiusnumberSearch radius in kilometers (1-200, default 50)

No output schema declared.

No examples provided.

get_rankings ~152

Get country rankings by metric. Available: population, area, gdp, hdi, life-expectancy, and 9 Bamwor indices (ibeu, ibcp, ibda, ibcx, ibee, ibfm, ibdi, ibed, ibsa). Omit metric to list all.

NameTypeReqDescription
countries_onlybooleanFilter to sovereign countries only, excluding World/EU/territories (default true)
limitnumberMaximum results to return (1-50, default 10)
metricstringRanking metric slug (e.g. "population", "gdp", "hdi", "ibeu"). Omit to list all available metrics.

No output schema declared.

No examples provided.

list_cities_by_country ~133

List cities in a specific country, sorted by population or name. Supports minimum population filter. Covers 13.4M cities globally.

NameTypeReqDescription
countrystringyesCountry name or slug (e.g. "brazil", "Japan", "united-states")
limitnumberMaximum results to return (1-50, default 25)
min_populationnumberMinimum population filter (e.g. 1000000 for cities above 1M)
sortstringSort order: "population" (default, descending) or "name" (ascending)

No output schema declared.

No examples provided.

search_cities ~73

Search for cities worldwide by name. Returns matching cities from a database of 13.4M cities with population and country.

NameTypeReqDescription
limitnumberMaximum results to return (1-50, default 20)
querystringyesCity name or partial name to search for (min 2 characters)

No output schema declared.

No examples provided.

search_countries ~69

Search for countries by name or keyword, with optional region filter. Returns a list of matching countries with basic data.

NameTypeReqDescription
limitnumberMaximum results to return (1-50, default 25)
querystringyesSearch term (country name, partial name, or keyword)

No output schema declared.

No examples provided.

Common questions

What is the io.github.bamwor-dev/bamwor-mcp-server server?

io.github.bamwor-dev/bamwor-mcp-server is listed in the public MCP registry as io.github.bamwor-dev/bamwor-mcp-server. World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes. This page covers its npm package (bamwor-mcp-server).

Is the io.github.bamwor-dev/bamwor-mcp-server server safe to use?

io.github.bamwor-dev/bamwor-mcp-server scores 83 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. It declares no install or post-install scripts. 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.bamwor-dev/bamwor-mcp-server server expose?

io.github.bamwor-dev/bamwor-mcp-server exposes 8 tools: get_country, search_countries, search_cities, list_cities_by_country, compare_countries, and 3 more. Their descriptions and schemas cost roughly 746 tokens of context every time the server is loaded.

Is the io.github.bamwor-dev/bamwor-mcp-server server still maintained?

io.github.bamwor-dev/bamwor-mcp-server is still listed as active in the MCP registry. We last reached this channel on 20 September 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.bamwor-dev/bamwor-mcp-server server under?

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