**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that connects AI assistants to professional padel data. It allows you to ask natural language questions about players, tournaments, matches, and statistics without writing any code. **Prerequisites** **1. Subscribe to the Analyst Plan** Sign up for the [Analyst Plan](https://padelapi.org/billing) (19€/month) which includes: - Up to 50K requests/month - MCP Server Access - Works with ChatGPT - Natural language queries - Basic support **2. Create an API Token** Generate your personal API token from the [API Tokens](https://padelapi.org/user/api-tokens) page. You’ll need this to authenticate MCP requests. [Learn more about Padel Analyst →](https://docs.padelapi.org/padel-analyst)
Padel Analyst is a remote MCP server published at padelapi.org. It has been probed 28 times since 9/10/2026. It answered in 28 of them (100.0%), a near-uninterrupted record. Median response time is 534 ms, a delay an agent will notice. Its tool list could not be read; the server is closed to direct calls. It answers direct calls with an authentication wall.
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 08:43:04 | Auth-gated | 401 | 539 | 401 | 589 | — |
| 2026-09-13 06:40:42 | Auth-gated | 401 | 1368 | 401 | 1440 | — |
| 2026-09-13 04:35:29 | Auth-gated | 401 | 214 | 401 | 214 | — |
| 2026-09-13 01:33:33 | Auth-gated | 401 | 825 | 401 | 810 | — |
| 2026-09-12 23:31:36 | Auth-gated | 401 | 488 | 401 | 504 | — |
| 2026-09-12 21:29:15 | Auth-gated | 401 | 413 | 401 | 411 | — |
| 2026-09-12 19:27:29 | Auth-gated | 401 | 502 | 401 | 499 | — |
| 2026-09-12 17:24:09 | Auth-gated | 401 | 253 | 401 | 260 | — |
| 2026-09-12 15:21:42 | Auth-gated | 401 | 1310 | 401 | 1364 | — |
| 2026-09-12 13:29:16 | Auth-gated | 401 | 683 | 401 | 687 | — |
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
The two probe legs separately: modern server/discover and legacy initialize.
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
Add this badge to your README — it updates automatically as measurements change.
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Sign up free to seeThe catalog entries whose name and description are closest to this one, found with the same index the search box uses.
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