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log10x-mcp

Log10x MCP Server — per-pattern log cost attribution, root-cause investigation, pasted-batch triage, archive query/backfill, and cross-pillar correlation against customer metric backends (Grafana Cloud, Mimir, Thanos, AMP) with structural validation that

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Install log10x-mcp in your MCP client

log10x-mcp is a Model Context Protocol server. Add it to your MCP client config once, restart, and the server's tools become available to your AI assistant. The same JSON snippet below works across all four major clients — only the config file path differs.

  1. Locate your client's MCP config file.
    • Cursor: ~/.cursor/mcp.json
    • Claude Desktop (macOS): ~/Library/Application Support/Claude/claude_desktop_config.json
    • Claude Desktop (Windows): %APPDATA%\Claude\claude_desktop_config.json
    • VS Code: Settings → Extensions → MCP
    • Windsurf: Settings → MCP Servers
  2. Add log10x-mcp to the mcpServers map — paste the snippet below into your config file. If you already have other MCP servers, merge the entry into the existing mcpServers object.
  3. Restart your client so it picks up the new server.
  4. Verify — ask the assistant to list available tools; log10x-mcp's tools should appear.
{
  "mcpServers": {
    "log10x-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "log10x-mcp"
      ]
    }
  }
}

Install log10x-mcp in Cursor

Open ~/.cursor/mcp.json in your editor, paste the snippet above into mcpServers, save, and restart Cursor. log10x-mcp will show up in the assistant's tool list on next launch.

Install log10x-mcp in Claude Desktop (macOS)

Open ~/Library/Application Support/Claude/claude_desktop_config.json in your editor, paste the snippet above into mcpServers, save, and restart Claude Desktop (macOS). log10x-mcp will show up in the assistant's tool list on next launch.

Install log10x-mcp in Claude Desktop (Windows)

Open %APPDATA%\Claude\claude_desktop_config.json in your editor, paste the snippet above into mcpServers, save, and restart Claude Desktop (Windows). log10x-mcp will show up in the assistant's tool list on next launch.

Install log10x-mcp in VS Code

Open Settings → Extensions → MCP in your editor, paste the snippet above into mcpServers, save, and restart VS Code. log10x-mcp will show up in the assistant's tool list on next launch.

npm package: log10x-mcp

Transport

log10x-mcp supports the following MCP transports. Most AI clients use stdio by default for locally-installed servers.

stdio

From the log10x-mcp README

# Log10x MCP Server Ask your AI assistant about log costs, log patterns, and incidents in plain English, and get structured answers backed by real per-pattern metrics. "Why did our log costs spike this week?", "what's driving payments-svc volume?", "pull the payment_retry 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. That is how the answers stay exact instead of best-effort clustering, no regex required. This server is open source under MIT. A Log10x product licens…

More build.protocol_tooling.mcp MCP servers

Other Model Context Protocol servers in the same space as log10x-mcp. Each one adds different capabilities to your AI assistant — pick based on the data sources or workflows you need.

Browse the full MCP server directory or use Stork's one-line install to let your agent pick the right server automatically.