io.github.aidatatools-dev/data-quality-gate
Data Quality Gate - deterministic post-scrape cleaner + verdict
io.github.aidatatools-dev/data-quality-gate costs 1 803 tokens of context per session. It has 3 tool definitions. That is 0.9 % of a 200k window. Measured 2026-10-03.
Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
alive probed 2026-10-03 · HTTP 200
3tools
1.8ktokens for the tool definitions
0.9 %of a 200k context window
4.0 sto initialize
117 msto list tools
- Endpoint
- https://www.aidatatools.dev/api/mcp_server (streamable-http)
- Host
- www.aidatatools.dev
- Protocol
- 2025-11-25
- Reports itself as
- data-quality-gate 0.1.0
- Capabilities
- experimental, tools
- Instructions
- 772 characters
- Website
- https://www.aidatatools.dev/llms.txt
- Registry
- active, updated 2026-08-12 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| clean_scraped_data | 846 | 47 % |
| clean_scraped_data_audited | 748 | 41 % |
| check_dataset_quality | 209 | 12 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:36 | alive | 4.0 s | 3 | 1.8k |
| 2026-10-03 17:52 | alive | 622 ms | 3 | 1.8k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.aidatatools-dev/data-quality-gate)