L
log-10x/log10x-mcp
MCP server that ranks log patterns by volume and cost and plans compact, tier down or offload per pattern. Runs locally; no log data reaches log10x.
no SECURITY.md
View on GitHub ↗Link checked 2026-11-12 · HTTP 200 · opens the vendor's own site
Install & config
- Copy the command above
- Paste it as one entry under
mcpServersinclaude_desktop_config.json— local servers take command + args (example: clients) - Restart your client
Client config (built from the install command this repo gives)
{
"mcpServers": {
"log-10x-log10x-mcp": {
"command": "npx",
"args": ["-y", "log10x-mcp"]
}
}
}Parsed from the README we fetched on 2026-10-26; we have not executed it.
command/args come from the install command the repository states. When it is ambiguous, the project README wins.
VS Code (.vscode/mcp.json - the key is servers)
{
"servers": {
"log-10x-log10x-mcp": {
"command": "npx",
"args": ["-y", "log10x-mcp"]
}
}
}Same server, but VS Code keeps it under <code>servers</code>.
Claude Code (command line)
claude mcp add --transport stdio log-10x-log10x-mcp -- npx -y log10x-mcp
Claude Code does not read a config file; add the server with this command.
Key names differ by client: Clients & CLI
- Star count
- 1 ★ · log-10x/log10x-mcp · read from the GitHub search API · (checked 2026-11-13 20:00:50)
- Source
- collected from the punkpeye/awesome-mcp-servers list · type: MCP server
- Harvest history
- first seen 2026-10-23 · last seen 2026-11-14 · seen 26× · listed by 23 sources
- Score
- score 2,300 · 1 ★ · 23 sources · mcp
- Install
npx -y log10x-mcp
FAQ (answers come from our records)
How do I install it?
The repository provides this install command:
npx -y log10x-mcp. It comes from the repository itself; we cannot guarantee it runs as-is in your client.Who is it for?
We filed it under these tags: MCP 服务. The tags come from the entry itself, not a taxonomy we imposed.
Who maintains it?
repository
log-10x/log10x-mcp；first catalogued 2026-10-23；last seen 2026-11-14。There is no official certification or quality rating here — we record sources and dates only.# Log10x MCP Server
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
Ask your AI assistant about log costs, log patterns, and incidents in plain English, and get structured answers backed by per-pattern metrics. "Why did our log costs spike this week?", "what's driving payments-svc volume?", "pull the paymentretry events for acme-corp from Jan 15 to Apr 15." The server exposes the 10x platform to Claude and any MCP-compatible assistant as a set of tools.
10x groups your logs by message type. The same lines repeat over and over with only the timestamp or request ID changing, so 10x collapses each flood of near-identical lines into one message type and ranks them by volume and cost. Names come from symbols compiled from code, so the same line gets the same name on every node under the same engine, library and configuration.
This server is open source under MIT. A Log10x product license (API key) unlocks the account-scoped tools; without one, the server boots read-only against a public demo dataset so the tools can be explored immediately.
## What you can ask
| You say | What happens |
| "Where do I start? Help me cut log costs." | A guided menu asks what you want (cut cost, investigate, install) and routes to the right next step, plus what's new and what changed. log10xstart, log10xwhatsnew, log10xwhatschanging |
| "Sign me in." / "Who am I connected as?" | GitHub sign-in mints and stores an API key, and shows the environments your account can reach. log10xsigninstart, log10xloginstatus, log10xcreateenv |
| "Show me how to install this on my stack." | Paste-ready setup steps for your own pipeline, fetch-back wiring, and a recommended action per service. A policy ships as a pull request to merge, or, for a ConfigMap, is written only by a second, explicit call. log10xadviseinstall, log10xadviseretriever, log10xconfigureengine |
| "Estimate savings on my data before I deploy." | A no-install savings report from a local log file or your existing log platform. log10xpocfromlocal, log10xpocfromsiemsubmit, log10xpocfromsiemstatus. A keyless boot attaches to the public demo dataset and registers these three as well, since they run on the user's machine and never touch the demo backend. LOG10XDEMOFALLBACK=off boots into POC mode instead, which drops log10xtoppatterns, log10xinvestigate, log10xsavings and every Retriever tool. |
| "How much can I cut, and how much have I cut?" | Projected and realized savings with the per-pattern math behind every number. log10xestimatesavings, log10xsavings, log10xcommitmentreport |
| "What's driving my cost right now?" | The repeating message types and services driving volume and cost, and what moved week over week. log10xtoppatterns, log10xwhatschanging, log10xservices |
| "Why did payments-svc spike?" | A single-call investigation: timeline, correlated patterns, and the strongest temporal evidence, with confidence shown so nothing is presented as proven cause. log10xinvestigate, log10xmetricsthatmoved, log10xmetricoverlay |
| "This message type is noise, cut it." | Sample, drop, compact, tier down, or offload a chosen message type, with examples and trend so the action is clear. log10xpatternmitigate, log10xpatternexamples, log10xpatterntrend |
10x groups your logs by message type. The same lines repeat over and over with only the timestamp or request ID changing, so 10x collapses each flood of near-identical lines into one message type and ranks them by volume and cost. Names come from symbols compiled from code, so the same line gets the same name on every node under the same engine, library and configuration.
This server is open source under MIT. A Log10x product license (API key) unlocks the account-scoped tools; without one, the server boots read-only against a public demo dataset so the tools can be explored immediately.
## What you can ask
| You say | What happens |
| "Where do I start? Help me cut log costs." | A guided menu asks what you want (cut cost, investigate, install) and routes to the right next step, plus what's new and what changed. log10xstart, log10xwhatsnew, log10xwhatschanging |
| "Sign me in." / "Who am I connected as?" | GitHub sign-in mints and stores an API key, and shows the environments your account can reach. log10xsigninstart, log10xloginstatus, log10xcreateenv |
| "Show me how to install this on my stack." | Paste-ready setup steps for your own pipeline, fetch-back wiring, and a recommended action per service. A policy ships as a pull request to merge, or, for a ConfigMap, is written only by a second, explicit call. log10xadviseinstall, log10xadviseretriever, log10xconfigureengine |
| "Estimate savings on my data before I deploy." | A no-install savings report from a local log file or your existing log platform. log10xpocfromlocal, log10xpocfromsiemsubmit, log10xpocfromsiemstatus. A keyless boot attaches to the public demo dataset and registers these three as well, since they run on the user's machine and never touch the demo backend. LOG10XDEMOFALLBACK=off boots into POC mode instead, which drops log10xtoppatterns, log10xinvestigate, log10xsavings and every Retriever tool. |
| "How much can I cut, and how much have I cut?" | Projected and realized savings with the per-pattern math behind every number. log10xestimatesavings, log10xsavings, log10xcommitmentreport |
| "What's driving my cost right now?" | The repeating message types and services driving volume and cost, and what moved week over week. log10xtoppatterns, log10xwhatschanging, log10xservices |
| "Why did payments-svc spike?" | A single-call investigation: timeline, correlated patterns, and the strongest temporal evidence, with confidence shown so nothing is presented as proven cause. log10xinvestigate, log10xmetricsthatmoved, log10xmetricoverlay |
| "This message type is noise, cut it." | Sample, drop, compact, tier down, or offload a chosen message type, with examples and trend so the action is clear. log10xpatternmitigate, log10xpatternexamples, log10xpatterntrend |
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- Source
- awesome · https://github.com/log-10x/log10x-mcp
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