lastwords MCP
Captures heap histograms, Go profiles, crash logs, and core dumps from Kubernetes pods before they die. It runs on every node, recording memory breakdowns and process states when containers near memory limits or are OOMKilled, allowing agents to retrieve this evidence via MCP for debugging.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Retrieve heap dumps and memory timelines for containers near OOM limits
- Access crash logs and core dumps from pods that have died
- Analyze Java class histograms and Go heap profiles via AI agent
- Debug OOMKilled events by reviewing pre-kill snapshots
Source and maintenance
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
ghcr.io/arvo-ai/lastwords:v0.1.5
{
"transport": "stdio",
"identifier": "ghcr.io/arvo-ai/lastwords:v0.1.5",
"runtimeHint": "docker",
"registryType": "oci",
"packageArguments": [
{
"type": "positional",
"value": "mcp"
}
],
"runtimeArguments": [
{
"name": "-v",
"type": "named",
"value": "{kube_dir}:/kube:ro",
"variables": {
"kube_dir": {
"isRequired": true,
"description": "Directory holding your kubeconfig, e.g. ~/.kube"
}
},
"isRequired": true
},
{
"name": "-e",
"type": "named",
"value": "KUBECONFIG=/kube/config",
"isRequired": true
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"lastwords-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/arvo-ai/lastwords:v0.1.5",
"mcp"
]
}
}
}Cline
{
"mcpServers": {
"lastwords-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/arvo-ai/lastwords:v0.1.5",
"mcp"
]
}
}
}VS Code
{
"servers": {
"lastwords-mcp": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/arvo-ai/lastwords:v0.1.5",
"mcp"
]
}
}
}Claude Desktop
{
"mcpServers": {
"lastwords-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/arvo-ai/lastwords:v0.1.5",
"mcp"
]
}
}
}Let your agent find its tools
Find servers like lastwords MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.