NDJSON shape check, body discarded
Server Details
NDJSON shape check, body discarded
- 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
Scored across 31 tools
Several tools are nearly indistinguishable: browser-url-ok and playwright-url-ok have identical descriptions, and fetch-status vs web-fetch overlap heavily. The three 'index' tools (agent-ads-index, agent-tool-index, people-search-index) share the same discovery pattern. Shape and hint tools also blur boundaries, so an agent is likely to pick the wrong one.
All names are lowercase with hyphens, which is a consistent style. However, the semantic pattern varies widely—some use verb_noun (validate-json, normalize-url), some use noun-suffix (file-path-ok, geo-hint), and others are single nouns (citation, compatibility). The suffixes -ok, -hint, -shape, and -index create partial consistency but no unified verb/noun scheme.
With 31 tools, this server is too large for the apparent scope of simple stateless checks. Many tools are trivial (calc-eval, search-query-len, memory-key-count, utc-time) and could be merged or removed. The excessive count adds cognitive load without expanding the domain meaningfully.
The tool set has no coherent domain—it is a grab-bag of unrelated validators, hints, and time helpers. There are clear redundancies (e.g., two URL-open checkers) yet no broader workflow support, such as timezone conversion, full URL metadata, or any follow-up actions. The surface feels arbitrary and incomplete for any single purpose.
Available Tools
31 toolsagent-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.
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.
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.
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NDJSON line count, bodies discarded
Pretty-print JSON shape, body discarded
JSON Lines row count, body discarded
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