Skip to main content
Glama

Server Details

Search recorded surnames with 2010 U.S. Census ranks, counts and traceable sources.

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.9/5.0

Scored across 2 tools

Disambiguation5/5

The two tools occupy clearly separate roles: search_surnames finds records by filter, and get_surname_record retrieves a specific record by the stable ID that search returns. Their descriptions even cross-reference each other and delineate boundaries (get's not_found only applies to the 3,000-record subset). An agent cannot reasonably confuse them.

Naming Consistency5/5

Both names follow a clean snake_case verb_noun pattern (search_surnames, get_surname_record). Plural/singular usage is logical (search a collection, get a single record) and consistent throughout.

Tool Count3/5

Two tools is on the thin side, but the server explicitly scopes itself to surname lookup over a narrow dataset so search+get may be intentional. Still, for the apparent surface (Census records plus curated collections) a single search and a single fetch leaves little room for related operations.

Completeness4/5

Search plus retrieve-by-ID covers the core read-only lifecycle for a lookup API, and the descriptions honestly note that meanings and availability checks are out of scope. Minor gaps remain: no way to browse/list the curated collections or fetch multiple records at once, which agents must work around.

Available Tools

2 tools
get_surname_recordGet a recorded surnameA
Read-onlyIdempotent
Inspect

Look up a stable surname ID returned by search_surnames, with Census rank, count, source and actual collection pages. not_found applies only to this 3,000-record subset.

Inputs: id (required). Returns: record, source, status, warnings, +2 more

search_surnamesSearch recorded surnamesA
Read-onlyIdempotent
Inspect

Filter 3,000 imported 2010 U.S. Census surname records or the website's curated collections. Returns rank-ordered, paginated records and sources. No meanings or availability checks.

Inputs: limit, query, scope, offset, +6 more. Returns: sort, items, limit, scope, +7 more

Tool Schema Changelog

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

Loading tool schema changelog…

    Related MCP Connectors

    Related MCP Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      Searches U.S. banks and holding companies, and retrieves their ownership hierarchies and merger/acquisition histories from Federal Reserve NIC data.
      152 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Lets users look up stockbrokers, investment-adviser reps, and brokerage firms' regulatory records via FINRA BrokerCheck, including search by name and detailed disclosure events.
      299 npm
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI assistants to discover and query official Census datasets, resolve geographic names to FIPS codes, and fetch aggregate population and demographic statistics for states, counties, cities, and other areas.
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables access to U.S. Census Bureau data including demographics, population, income, and housing statistics. Users can query specific variables, search datasets, and retrieve geographic FIPS codes across various surveys like the American Community Survey and Decennial Census.
      1
      -
    Try in Browser

    Glama MCP Gateway

    Add one secure layer between your agents and this server.

    Resources