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AIOps Field Notes

getlarkwright/aiops-field-notes-mcp

Audit an MCP config, price a model, size a GPU, explain network config drift. Key-free.

tools: 7
transport: STDIO
last updated: Nov 7, 2026

Tools

7 tools

Public tool metadata for what this MCP can expose to an agent.

estimate_llm_costWhat does this workload cost per month on each model, cheapest first?

What does this workload cost per month on each model, cheapest first?

No parameter schema in public metadata yet.

check_vram_fitDoes a 70B model at Q4 fit on my 4090 with a 32K context?

Does a 70B model at Q4 fit on my 4090 with a 32K context?

No parameter schema in public metadata yet.

audit_mcp_configIs this MCP config safe to trust — what can each server actually reach?

Is this MCP config safe to trust — what can each server actually reach?

No parameter schema in public metadata yet.

lookup_mcp_serverWhat is this server, who maintains it, and is it reference, vendor or community?

What is this server, who maintains it, and is it reference, vendor or community?

No parameter schema in public metadata yet.

explain_config_diffWhat changed on this router between two snapshots, and how bad is it?

What changed on this router between two snapshots, and how bad is it?

No parameter schema in public metadata yet.

check_config_complianceDoes this device config pass the CIS/PCI basics?

Does this device config pass the CIS/PCI basics?

No parameter schema in public metadata yet.

latest_field_noteWhat happened in AI ops this week?

What happened in AI ops this week?

No parameter schema in public metadata yet.

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Readme

AIOps Field Notes MCP server

Four things I kept doing by hand while running AI in production, turned into tools an agent can call: price a model before committing a budget, size a GPU before ordering one, review an MCP config before trusting it, and explain what changed in a network device config.

Free, MIT, no account, no telemetry.

Install

Pin the version — see audit_mcp_config for why.

Claude Code

claude mcp add aiops-field-notes -- npx -y github:getlarkwright/aiops-field-notes-mcp#v0.1.2

Claude Desktop, Cursor, or any client with a JSON config

{
  "mcpServers": {
    "aiops-field-notes": {
      "command": "npx",
      "args": ["-y", "github:getlarkwright/aiops-field-notes-mcp#v0.1.2"]
    }
  }
}

Docker

{
  "mcpServers": {
    "aiops-field-notes": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "ghcr.io/getlarkwright/aiops-field-notes-mcp:0.1.2"]
    }
  }
}

Node 18 or newer for the npx route; nothing else to configure either way. The server is also in the official MCP registry as io.github.getlarkwright/aiops-field-notes-mcp.

Tools

View the full README on GitHub

Details

Repository: github.com/getlarkwright/aiops-field-notes-mcp
Website: aiopsfieldnotes.com/tools
Package: ghcr.io/getlarkwright/aiops-field-notes-mcp:0.1.2
Transport: STDIO
Registry: MCP registry, active

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