Skip to main content
Glama

Server Details

Hong Kong Census and Statistics Department (C&SD) open-data MCP.

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status
Unhealthy
Uptime
32.6% over 38 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-censtatd-hk
GitHub Stars
0
Server Listing
censtatd-hk

TDQS

A4/5.0

Scored across 35 tools

Disambiguation3/5

The four routing tools (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research) have genuinely overlapping purposes — beta is explicitly identical to the stable router right now — and the polymarket family (arbitrage, edges, edge_tracker, fill_risk, kalshi_spread) requires careful reading to keep straight. Descriptions are extremely detailed and do a lot of work to differentiate, but the boundaries between arbitrage/edges and between the ask variants still invite misselection.

Naming Consistency4/5

All names are snake_case and follow a predictable namespace-prefix pattern (censtatd_*, polymarket_*, pipeworx_*) that groups related tools. Verb/noun ordering varies (compare_entities vs entity_profile, recent_changes) but nothing is chaotic, so the set stays readable and mostly consistent.

Tool Count2/5

At 35 tools this is well above the heavy threshold, and several slots are redundant rather than earned — three near-duplicate ask_* routers plus five polymarket tools that overlap on arbitrage detection. The server is legitimately multi-domain, which softens the count, but the surface is bloated for any single agent's working set.

Completeness4/5

Core lifecycle surfaces are covered: memory (remember/recall/forget), subscriptions (subscribe/unsubscribe/list_subscriptions/recent_alerts), and a thorough research/entity/fact-check stack. The HK C&SD surface (search, info, get, unemployment shortcut) is coherent, with only minor gaps like no general-purpose fetch beyond the routing tools.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedentity_profile3 fields changed
      • changedInput schema / properties / type / description
        Previous value: -"Entity type. Only \"company\" supported today; person/place coming soon."New value: +"\"company\" or \"ticker\" — both are accepted and behave identically; `value` can be a ticker, CIK, or company name either way. person/place coming soon."
      • changedInput schema / properties / type / enum
        Previous value: -[
        -  "company"
        -]New value: +[
        +  "company",
        +  "ticker"
        +]
      • changedInput schema / properties / value / description
        Previous value: -"Ticker (e.g., \"AAPL\") or zero-padded CIK (e.g., \"0000320193\"). Names not supported — use resolve_entity first if you only have a name."New value: +"Ticker (e.g., \"AAPL\"), zero-padded CIK (e.g., \"0000320193\"), or company name (e.g., \"Moderna\") — names resolve via SEC EDGAR company-name match."
  2. 1 tool update
    • Changedresolve_entity1 field changed
      • changedInput schema / properties / value / description
        Previous value: -"For company: ticker (AAPL), CIK (0000320193), or name. For drug: brand or generic name (e.g., \"ozempic\", \"metformin\")."New value: +"For company: ticker (AAPL), CIK (0000320193), or name. For drug: brand or generic name (e.g., \"ozempic\", \"metformin\"). Pass the ENTITY NAME ONLY — for a bond that is the ISSUER exactly as printed (\"NEW YORK ST DORM AUTH\"), never the question's full noun phrase (\"NEW YORK ST DORM AUTH revenue bonds\"): the FIGI lookup matches instrument names, so trailing security-class words match nothing."

Related MCP Connectors

Related MCP Servers

  • A
    license
    A
    quality
    C
    maintenance
    MCP server providing access to Hong Kong law and security data, including Foreign Domestic Helpers statistics from the Immigration Department.
    2
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for Japan's e-Stat (Government Statistics Portal). Search statistical datasets, retrieve data tables, and access metadata from official Japanese government statistics.
    28 PyPI
    10
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides access to Hong Kong Monetary Authority public open data via MCP, enabling natural language queries without an API key.
    3 npm
    MIT
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.