io.github.labaccessnow/aiops-field-notes-mcp
AIOps Field Notes
Is the AIOps Field Notes MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-08.
Audit an MCP config, price a model, size a GPU, explain network config drift. Key-free.
alive probed 2026-11-14 · unchanged since 2026-11-08
- Run it
- docker run -i --rm ghcr.io/labaccessnow/aiops-field-notes-mcp:0.1.1 (stdio, probed in a container with the network off)
- Host
- ghcr.io
- Reports itself as
- aiops-field-notes 0.1.0
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 1.7k tokens in Claude Opus 5.5, exact, measured 2026-10-27. With the Claude Code prefix mcp__…__ on each tool name: 1.8k. The o200k_base estimate is 981. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/labaccessnow/aiops-field-notes-mcp
- Website
- https://aiopsfieldnotes.com/tools/
- Registry
- deprecated, updated 2026-11-07 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.70×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| estimate_llm_cost | 315 | 185 | 19 % |
| explain_config_diff | 293 | 172 | 18 % |
| check_vram_fit | 276 | 162 | 17 % |
| audit_mcp_config | 247 | 145 | 15 % |
| check_config_compliance | 209 | 123 | 13 % |
Compare this server with others, or with the servers that share its tool set.
Same tool set as 1 other server
These registry entries have the same tool names and the same schema sizes.
More servers
Other registry entries on ghcr.io, the ones next to this name; all of them.
- KubeStellar MCP io.github.kubestellar/kubestellar-mcp · alive
- Artifacts io.github.kuyazee/artifacts · not probed
- shell-use io.github.kyuheon-kr/shell-use · crashed on start
- io.github.l33tdawg/sage · timeout
- whatismynetip io.github.labaccessnow/netip-mcp · alive
- NetOps Field Notes io.github.labaccessnow/netops-field-notes-mcp · alive
- SecOps Field Notes io.github.labaccessnow/secops-field-notes-mcp · alive
- Deadzone io.github.laradji/deadzone · alive
Servers that mention aiops.
- Cisco Meraki / Catalyst / ACI & Multi-vendor Controller AIops io.github.AIops-tools/fabric-aiops · crashed on start
- Identity AIops io.github.AIops-tools/identity-aiops · crashed on start
- Industrial-AIOps Energy io.github.industrial-aiops/iaiops-energy · alive
- Container Host AIops io.github.AIops-tools/container-host-aiops · crashed on start
- Nutanix AIops io.github.AIops-tools/nutanix-aiops · crashed on start
- Veeam AIops io.github.AIops-tools/veeam-aiops · crashed on start
- Local LLM Guard for Ollama / llama.cpp io.github.AIops-tools/ai-guardian · crashed on start
- CICD AIops io.github.AIops-tools/cicd-aiops · crashed on start
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.