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UNICEF Stats MCP server

by jpazvd·io.github.jpazvd/unicefstats-mcp·v1.5.5·6 stars
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UNICEF child development statistics: 790+ indicators, 200+ countries, SDMX-sourced. No API key.

B82/100grade B
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Safety scan
B82/100

full report

Adoption
Growing

6 stars78 downloads/wk

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

UNICEF Stats MCP tools (9)

write = sends, deletes, buys or posts

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

  • get_api_reference

    Get the unicefdata package API reference for Python, R, or Stata.

  • get_data
  • get_indicator_info

    Get full metadata for a UNICEF indicator.

  • get_server_metadata

    Return machine-readable identity, provenance, and version information for this MCP server.

  • get_temporal_coverage

    Check what years of data are available for a UNICEF indicator.

  • list_categories

    List all UNICEF indicator categories (thematic groups).

  • list_countries

    List countries available in the UNICEF database with ISO3 codes.

  • lookup_by_code

    Strict canonical lookup of a UNICEF indicator by its exact code.

  • search_indicators

    Search UNICEF child development indicators by keyword.

Public scan report

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

no findings
  • Code scan30 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 111 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 UNICEF Stats MCP compares

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

Safety score
82/100
higher than 63% of 48,255 servers
Tools
9
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
6
more than 85% of 28,688 servers
Downloads a week
78
more than 57% of 12,191 servers with a package

What its tools let an agent do: 9 read

Install UNICEF Stats MCP in Claude Code, Cursor or VS Code

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

What the publisher says

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

<!-- mcp-name: io.github.jpazvd/unicefstats-mcp -->

unicefstats-mcp

Experimental — not an official UNICEF product. Verify retrieved values against the UNICEF Data Warehouse before citing in publications. See Limitations.

MCP server for UNICEF child development statistics. Query 790+ child-focused indicators across 200+ countries with disaggregations by sex, age, wealth quintile, and residence. No API key required.

Indicators cover child mortality, nutrition, education, child protection, WASH (water/sanitation/hygiene), HIV/AIDS, immunization, early childhood development, and more. Many align with SDG targets, but the dataset is broader than SDGs alone.

Data source: UNICEF SDMX API

Identity

Third-party aggregator listings (LobeHub, Smithery, mcp.so, Glama) are not controlled by the maintainer. Verify against the canonical source above.

Contents

  • How it relates to the unicefdata packages
  • How it compares to other data MCPs
  • Landscape: MCP servers for official statistics
  • Relationship to sdmx-mcp
  • Quick Start
  • Tools
  • Demo
  • Prompts
  • Benchmark Results
  • Deployment
  • Development
  • Contributing

Key documents

Shortened. The full README is on GitHub.

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

UNICEF Stats MCP: common questions

Is UNICEF Stats MCP server safe?
Mostly: it is graded B (82/100). Read the UNICEF Stats MCP safety report
How do I install UNICEF Stats MCP?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does UNICEF Stats MCP need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is UNICEF Stats MCP maintained?
The last commit was 149 days ago (2026-06-08). The latest release is v1.5.5.
How does UNICEF Stats MCP compare with other MCP servers?
safety score 82/100 (higher than 63% of 48,255 servers); tools 9 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.