io.github.khanarmaghanrasheed-18/dataset-explorer
Dataset Explorer
Is the Dataset Explorer MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Local MCP analysis for CSV, TSV, Excel, JSON and Parquet: summaries, outliers and relationships.
alive probed 2026-11-14 · unchanged since 2026-10-31
- Run it
- uvx dataset-explorer-mcp@0.2.2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- DatasetExplorer 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 0.1 % of a 1M context window
- Count
- 1.2k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 1.3k. The o200k_base estimate is 610. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/khanarmaghanrasheed-18/MCP-Dataset-Explorer
- Registry
- active, updated 2026-10-09 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 2.01×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| screen_target_relationships | 175 | 87 | 14 % |
| find_correlations | 142 | 71 | 12 % |
| inspect_Column | 136 | 68 | 11 % |
| analyze_target | 134 | 67 | 11 % |
| get_dataset_overview | 122 | 61 | 10 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Yandex Music (unofficial) io.github.kenzolika/yandex-music-mcp · alive
- naja-scope io.github.keplertech/naja-scope · alive
- AKBridge io.github.kevynf/akbridge · alive
- Shelem Scorekeeping io.github.khaleghika/shelem-scorekeeping · alive
- io.github.khglynn/spotify-bulk-actions-mcp · alive
- Siftdog io.github.khsarvar/siftdog · alive
- io.github.khuisman/mcp-gee-sweet · crashed on start
- DanceFlow io.github.kieransimkin/danceflow · needs args
Servers that mention explorer.
- NEM Explorer (ScadaMiner) com.scadaminer/nem-explorer · needs auth
- com.smarthomeexplorer.www/product-intelligence · alive
- EU Trade Explorer eu.tradedashboard/eu-trade-explorer · alive
- Tech.eu Funding Explorer eu.tech.funding/funding-explorer · alive
- GasPulse io.github.Evozim/gas-pulse · not found
- Imagcon io.github.Explorer-64/imagcon-mcp · needs auth
- io.github.JaviMaligno/vitamind · alive
- Nova Scotia Data Explorer io.github.SevaSk/nova-scotia-data-explorer · alive
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.