io.github.kroq86/mini-data-engine
Mini Data Engine Runtime Copilot
Is the Mini Data Engine Runtime Copilot MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-26.
MCP runtime copilot for health checks, regressions, explainability, and operational memory.
alive probed 2026-11-14 · unchanged since 2026-10-26
- Run it
- docker run -i --rm ghcr.io/kroq86/data-engineering-runtime-lab:0.1.12 (stdio, probed in a container with the network off)
- Host
- ghcr.io
- Reports itself as
- mini-data-engine 1.26.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 1.1 % of a 1M context window
- Count
- 11k tokens in Claude Opus 5.5, exact, measured 2026-10-26. With the Claude Code prefix mcp__…__ on each tool name: 12k. The o200k_base estimate is 5.7k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/kroq86/data-engineering-runtime-lab
- Registry
- active, updated 2026-03-16 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.98×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| project_ingest_trace | 526 | 265 | 5 % |
| record_tool_trace | 488 | 246 | 4 % |
| memory_upsert | 474 | 239 | 4 % |
| refresh_docs_path | 425 | 214 | 4 % |
| schema_evaluate_full_tool | 395 | 199 | 3 % |
Compare this server with others.
More servers
Other registry entries on ghcr.io, the ones next to this name; all of them.
- Rogue Binary MCP io.github.kirkderp/rbinmcp · not found
- Scout io.github.klarlabs-studio/scout · alive
- koment io.github.koment-dev/koment · crashed on start
- Kreuzcrawl io.github.kreuzberg-dev/kreuzcrawl · not found
- Vector DB MCP io.github.kroq86/vector-db-mcp · alive
- BAND io.github.ktgeek/band-mcp-server · alive
- io.github.kubeleash/kubeleash · needs env
- KubeStellar MCP io.github.kubestellar/kubestellar-mcp · alive
Servers that mention engine.
- AnomalyArmor ai.anomalyarmor/armor-mcp · needs auth
- ai.backengine/backengine-mcp · needs auth
- Crane Ledger ai.craneledger/crane-ledger · needs auth
- Giljo HQ ai.giljo/hq · needs auth
- ai.groundroute/web-search · needs auth
- Klarix Intelligence Engine ai.klarix/intelligence · alive
- MLP Tax Computation Engine ai.lucasandersen/mlp-tax · alive
- ai.llmse/mcp · 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.