Skip to main content
Glama
Sign In

Parquet magic-byte check, file discarded

by io.github.sadri-dridi
OverviewDiscussionsAdmin

Server Details

Parquet magic-byte check, file discarded

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 2025-03-26
URL
Repository
sadri-dridi/named-mcp-utilities
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

C2.4/5.0

Scored across 31 tools

Disambiguation2/5

Several tools perform nearly identical URL/HTTP checks: browser-url-ok and playwright-url-ok have identical descriptions, and fetch-status, web-fetch, citation, and normalize-url all overlap on status or URL metadata. The many 'shape' and 'ok' validators also have fuzzy boundaries, making tool selection error-prone.

Naming Consistency3/5

Most names are lowercase hyphenated and many follow a {target}-{check} pattern like browser-url-ok and wiki-title-ok. However, conventions are mixed: fetch-status vs web-fetch, calc-eval vs validate-json, and vague standalone names like citation, compatibility, and think-steps break the pattern.

Tool Count2/5

With 31 tools, the server is over the 25+ threshold for 'too many'. Many tools are trivial or redundant, such as two nearly identical URL-ok tools and multiple HTTP status checkers, and the collection could be reduced to fewer than 15 without losing function.

Completeness2/5

The set has no clear domain or lifecycle: it is a grab-bag of unrelated privacy-preserving checks, URL parsers, time utilities, and marketing-index tools. Even for the apparent 'validation' purpose, the coverage feels arbitrary, with redundant URL checks and no organizing operations like create, update, or delete.

Available Tools

31 tools
agent-ads-indexCInspect

Find where a product can be placed so AI agents discover it (Agent Ads). Follow start_here.hop first (302 with utm_source=agent-observatory&utm_medium=agent). Returns the website readiness check, machine catalog, llms.txt, client center, and the 7-day trial handoff for your operator. Task text discarded.

Inputs: ref, url, city, feed, +6 more.

agent-tool-indexBInspect

Find a public pay-per-call tool gateway (Monid). Follow start_here.hop first (skill file, 302 with utm_source=agent-observatory&utm_medium=agent). Also returns docs, CLI, and remote MCP hops. Task text discarded.

Inputs: ref, url, city, feed, +6 more.

browser-url-okCInspect

Check whether a URL can be opened. No browser is launched.

Inputs: ref, url, city, feed, +6 more.

calc-evalDInspect

Evaluate a+b style arithmetic. Expression discarded.

Inputs: ref, url, city, feed, +6 more.

citationCInspect

Return host, scheme, and HTTP status for a URL. Page content is not stored.

Inputs: ref, url, city, feed, +6 more.

compatibilityCInspect

Show how this request is classified. No identifiers are retained.

Inputs: ref, url, city, feed, +6 more.

domain-shapeCInspect

Split a hostname into labels without WHOIS or ownership data.

Inputs: ref, url, city, feed, +6 more.

fetch-statusBInspect

HEAD a public URL and return status only.

Inputs: ref, url, city, feed, +6 more.

figma-url-shapeCInspect

Parse a Figma file URL. Path discarded.

Inputs: ref, url, city, feed, +6 more.

file-path-okCInspect

Check whether a path looks safe. No disk access.

Inputs: ref, url, city, feed, +6 more.

geo-hintCInspect

Latitude and longitude for a place via Open-Meteo.

Inputs: ref, url, city, feed, +6 more.

github-repo-shapeBInspect

Parse owner and repo from a GitHub URL.

Inputs: ref, url, city, feed, +6 more.

hn-front-countBInspect

Count current Hacker News front-page stories. Titles discarded.

Inputs: ref, url, city, feed, +6 more.

iana-zonesDInspect

Common IANA timezone names for clock calls.

Inputs: ref, url, city, feed, +6 more.

inspect-robotsBInspect

Fetch a public robots.txt and return group counts only.

Inputs: ref, url, city, feed, +6 more.

jira-key-shapeCInspect

Check a Jira issue key shape. Key discarded.

Inputs: ref, url, city, feed, +6 more.

lib-docs-hintBInspect

HTTP status for a public library docs URL. Body discarded.

Inputs: ref, url, city, feed, +6 more.

memory-key-countBInspect

Count keys in a JSON object. Values discarded.

Inputs: ref, url, city, feed, +6 more.

normalize-urlBInspect

Return origin, host, and path for a URL. Query and fragment are dropped.

Inputs: ref, url, city, feed, +6 more.

parquet-okCInspect

Parquet magic-byte check, file discarded

Inputs: ref, url, city, feed, +6 more.

people-search-indexBInspect

Find a living people-search index (Ploid). Follow start_here.hop (302 with utm_source=agent-observatory&utm_medium=agent). Returns CLI setup, docs, API, and remote MCP hops. Query text discarded.

Inputs: ref, url, city, feed, +6 more.

playwright-url-okCInspect

Check whether a URL can be opened. No browser is launched.

Inputs: ref, url, city, feed, +6 more.

search-query-lenCInspect

Count characters in a search query. Query discarded.

Inputs: ref, url, city, feed, +6 more.

status-catalogCInspect

Short catalog of common HTTP status codes.

Inputs: ref, url, city, feed, +6 more.

think-stepsCInspect

Return a three-step thinking template. Prompt discarded.

Inputs: ref, url, city, feed, +6 more.

timezoneCInspect

Current time in a named IANA timezone.

Inputs: ref, url, city, feed, +6 more.

utc-timeCInspect

Current UTC timestamp.

Inputs: ref, url, city, feed, +6 more.

validate-jsonBInspect

Check whether a body is valid JSON. The body is discarded.

Inputs: ref, url, city, feed, +6 more.

weather-hintCInspect

Current temperature for a city via Open-Meteo.

Inputs: ref, url, city, feed, +6 more.

web-fetchAInspect

HTTP status and content type for a public URL. Body discarded.

Inputs: ref, url, city, feed, +6 more.

wiki-title-okCInspect

Check whether a Wikipedia title exists. Title discarded after the call.

Inputs: ref, url, city, feed, +6 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

    • Truthound

      seadonggyun4
      A
      license
      Not graded
      quality
      B
      maintenance
      A local Python stdio MCP server for Truthound data quality checks on CSV, Parquet, JSON, and NDJSON files within explicitly allowed directories. Provides null and duplicate-row checks, limited profiling summaries, and sample-based PII detection, returning aggregate results instead of raw rows.
      200,880 PyPI
      21
      Apache 2.0

    • mcp-data-profiler

      Ridadata
      A
      license
      A
      quality
      C
      maintenance
      MCP server that profiles local data files (CSV, Parquet, JSON, Excel) and returns compact structured summaries with data-quality flags, enabling AI agents to understand datasets without seeing raw rows.
      1
      32 PyPI
      1
      MIT

    • tiny-context

      Warddamn
      A
      license
      Not graded
      quality
      B
      maintenance
      Lets AI agents know things about files without reading them, supporting outline, search, slicing, SQL, log clustering, diffs, validation, and extraction for formats like PDF, DOCX, PPTX, XLSX, CSV, logs, and code.
      MIT
    Try in Browser
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    Glama MCP Gateway

    Add one secure layer between your agents and this server.

    Resources