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Imanity-Software

spark-profiler-mcp

Official

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
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

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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