Celsius to Fahrenheit
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/c-to-f/mcp ↗
Description
Celsius to Fahrenheit
What our measurements say
Celsius to Fahrenheit is a remote MCP server published at agent-observatory-sensor.nolimit-observatory.workers.dev. It has been probed 13 times since 9/12/2026. It answered in 13 of them (100.0%), a near-uninterrupted record. Median response time is 40 ms, placing it among the faster endpoints. It exposes a broad tool surface of 30 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Some tools (e.g., 'c-to-f', 'weather-hint') have clear, specific purposes.
- Parameter consistency across tools may aid in predictable API usage.
Weaknesses
- Tool names are often vague or non-descriptive (e.g., 'normalize-url', 'validate-json').
- Descriptions are overly generic, repeating tool names without explaining use cases.
- All parameters are optional with no clear required fields, creating ambiguity.
- Massive tool overlap (e.g., 10+ URL validation tools, 5+ JSON-related tools).
- No error handling, constraints, or input validation documentation.
c-to-f— Name is clear but description adds no valuenormalize-url— Parameter 'url' is critical but not marked as requiredutc-time— Description is redundant with tool namevalidate-json— No explanation of validation rules or formatsbrowser-url-ok— Duplicates 'playwright-url-ok' functionality
Verdict
Event narrative
Sign up free to generateSchema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 47ms → warm 47ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
c-to-fCelsius to Fahrenheit
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
utc-timeCurrent UTC timestamp.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
timezoneCurrent time in a named IANA timezone.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
validate-jsonCheck whether a body is valid JSON. The body is discarded.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
normalize-urlReturn origin, host, and path for a URL. Query and fragment are dropped.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
inspect-robotsFetch a public robots.txt and return group counts only.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
domain-shapeSplit a hostname into labels without WHOIS or ownership data.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
citationReturn host, scheme, and HTTP status for a URL. Page content is not stored.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
compatibilityShow how this request is classified. No identifiers are retained.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
status-catalogShort catalog of common HTTP status codes.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
iana-zonesCommon IANA timezone names for clock calls.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
web-fetchHTTP status and content type for a public URL. Body discarded.
zonestringjsonstringurlstringhoststringcitystringquerystringpathstringrefstringfeedstring
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/io-github-sadri-dridi-c-to-f)<a href="https://mcpmetrics.io/servers/io-github-sadri-dridi-c-to-f"><img src="https://mcpmetrics.io/badge/io.github.sadri-dridi/c-to-f/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to seeSimilar MCP servers
The catalog entries whose name and description are closest to this one, found with the same index the search box uses.
- Fahrenheit to Celsiusagent-observatory-sensor.nolimit-observatory.workers.dev
Fahrenheit to Celsius
- Fahrenheit to kelvin, number discardedagent-observatory-sensor.nolimit-observatory.workers.dev
Fahrenheit to kelvin, number discarded
- Celsius to kelvin, number discardedagent-observatory-sensor.nolimit-observatory.workers.dev
Celsius to kelvin, number discarded
- Celsius to kelvinagent-observatory-sensor.nolimit-observatory.workers.dev
Celsius to kelvin
- Kelvin to celsiusagent-observatory-sensor.nolimit-observatory.workers.dev
Kelvin to celsius
Comments
Sign in to write a comment
No comments yet. Be the first.