spark-profiler-mcp
OfficialServer Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| load_profileA | Load and parse a spark file from a local path, a bytebin/spark.lucko.me URL, or a bytebin key. Supports .sparkprofile (sampler), .sparkheap (memory), and .sparkhealth (health) files. Returns a profileId plus a headline summary; all other tools take that profileId. |
| list_profilesA | List the profiles currently loaded in memory (id, type, source). |
| get_summaryA | Headline health summary: server/MC version, TPS, MSPT, heap, GC%, entities, top hot methods & plugin sources, and the overall diagnosis verdict. |
| diagnoseA | Apply the built-in interpretation knowledge base (TPS/MSPT/GC/heap/CPU thresholds, plugin dominance, entity/chunk/redstone/IO signatures, JVM-flag checks) and return ranked findings, each with evidence, diagnosis, and a concrete recommended action. This is the primary 'what should I tune' tool. |
| get_platform_infoA | Server brand/version, Minecraft version, the plugin/mod list with versions, config file names, and key config highlights (view/simulation-distance, spawn limits, etc.). |
| get_system_statsA | Host CPU/RAM/disk/OS, Java version, JVM args (secrets redacted), detected GC, Xmx/Xms, and an Aikar's-flags check. |
| get_healthB | Tick health: TPS (1m/5m/15m), MSPT percentiles (mean/median/p95/max), ping, heap, GC analysis, and — for .sparkhealth reports (and the windows inside a sampler) — the per-minute time series with the worst windows highlighted. |
| get_world_statsA | World/entity statistics: total entities, top entity types by count, per-world entity totals, data packs, non-default game rules. |
| list_threadsA | List the sampled threads (name, total sampled ms, node count), busiest first. Use a name with the call-tree tools. |
| get_top_self_timeB | Top methods by self-time on a thread (default 'Server thread'). excludeNative drops idle/native wait frames to reveal the hottest Java methods. |
| get_sources_breakdownA | Self-time grouped by plugin/mod source (spark 'sources' view) on a thread. excludeNative drops idle frames. Shows which plugin/mod owns the work. |
| get_call_treeA | Pruned call tree for a thread. Children below minPercent of the thread total are dropped and depth is capped. Pass rootPath (an array of 'Class.method' labels/substrings) to descend into a specific subtree before expanding. |
| search_call_treeA | Find stack frames whose Class.method matches a substring or /regex/, returned with total/self time. Useful to check whether a suspected plugin/mechanic appears and how heavy it is. |
| get_heap_summaryC | For a .sparkheap file: the largest retained types by size, with instance counts. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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