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Glama
Rayyan011

maldives-statistics-mcp

by Rayyan011

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
mbs_statusA

Check reachability of the Maldives Bureau of Statistics site and return metadata.

mbs_searchA

Full-text search across posts and pages on statisticsmaldives.gov.mv (WordPress search).

mbs_list_pagesA

List WordPress pages (statistical report pages) with optional search.

mbs_list_postsB

List WordPress posts (news/release items) with optional search.

mbs_get_pageA

Fetch one page by slug or full URL: readable text plus PDF attachment links.

mbs_publicationsB

List publications (statistical report pages) from the publications index.

mbs_press_releasesB

List press releases (mostly direct PDF links under /mbs/wp-content/uploads/).

mbs_sectionsB

List statistics sections (census, surveys, downloads, release calendar).

mbs_yearbook_editionsA

List Statistical Yearbook editions (2005–present) with their URLs.

mbs_yearbook_tablesA

List Statistical Yearbook tables for a year edition (chapter + table label + PDF/XLS links). Optional keyword filter (e.g. electricity, tourism, population).

mbs_jobsA

List job openings from the MBS jobs page.

mbs_eventsA

List events (WordPress event post type, e.g. datathon launches).

mbs_attachmentA

Inspect a public file on statisticsmaldives.gov.mv (PDFs under /mbs/wp-content/uploads/). Optionally extract PDF text (first 20k chars).

mbs_xlsx_tableA

Download and parse an .xlsx file from statisticsmaldives.gov.mv (e.g. a yearbook table) into rows of cell values. Returns the first worksheet as string rows.

mbs_census_releasesA

List linked Census 2022 release pages and same-host files from the MBS census releases section.

mbs_economic_surveyA

List Economic Survey report pages and linked files published by the MBS Economic Survey section.

mbs_downloadsA

List public MBS downloads, preserving the source link and detected file kind.

mbs_updatesB

List dated statistical update posts from the MBS Updates archive.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.8/5.0

Scored across 18 tools

Disambiguation5/5

Each tool targets a clearly distinct content type or action: status checks, search, page/post retrieval, and specialized lists for publications, press releases, yearbook tables, jobs, events, etc. Even overlapping list tools are differentiated by the specific section they address, such as census releases versus economic survey.

Naming Consistency4/5

All tools use the 'mbs_' prefix and snake_case, which is consistent. However, there is a mix of verb-led names (mbs_status, mbs_search, mbs_list_*, mbs_get_page) and noun-only names (mbs_publications, mbs_jobs, mbs_events, etc.), which is a minor inconsistency but not chaotic.

Tool Count4/5

With 18 tools, the server is on the heavier side but still well-scoped for a statistics portal that covers multiple content categories. The count is justified by the variety of distinct resources exposed, and there is no obvious bloat or redundancy.

Completeness5/5

The tool surface comprehensively covers the domain of browsing and retrieving content from the Maldives Bureau of Statistics site: search, page/post retrieval, specialized listings, attachment inspection, and XLSX parsing. It covers both metadata and data extraction, leaving no major dead ends for typical use cases.

Maintenance

ActivitySlowing
ResponsivenessNo issues