LEEF attr count, line discarded
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/leef-ok/mcp ↗
Description
LEEF attr count, line discarded
What our measurements say
LEEF attr count, line discarded is a remote MCP server published at agent-observatory-sensor.nolimit-observatory.workers.dev. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 37 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
Agent readability score
Sign up free to generateEvent narrative
Sign up free to generateRaw observations
| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 01:33:33 | Legacy | 404 | 34 | 200 | 32 | 2025-03-26 |
| 2026-09-12 23:31:36 | Legacy | 404 | 37 | 200 | 37 | 2025-03-26 |
| 2026-09-12 21:29:15 | Legacy | 404 | 37 | 200 | 34 | 2025-03-26 |
| 2026-09-12 19:27:29 | Legacy | 404 | 36 | 200 | 35 | 2025-03-26 |
| 2026-09-12 17:24:09 | Legacy | 404 | 40 | 200 | 45 | 2025-03-26 |
| 2026-09-12 15:21:42 | Legacy | 404 | 44 | 200 | 38 | 2025-03-26 |
Schema 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 not run this round
- Cold-start: cold 32ms → warm 34ms (penalty 0ms)
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
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-leef-ok)<a href="https://mcpmetrics.io/servers/io-github-sadri-dridi-leef-ok"><img src="https://mcpmetrics.io/badge/io.github.sadri-dridi/leef-ok/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 see
Comments
Sign in to write a comment
No comments yet. Be the first.