Inference AIops
Rank #9,410io.github.AIops-tools/inference-aiops
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Inference AIops is a Model Context Protocol (MCP) server published by aiops-tools. It ranks #9,410 of 115,460 servers tracked on MCP Toplist. Inference AIops is listed across 3 registries — Official MCP, PulseMCP and Glama, with 5 tracked versions. It was first listed on Jul 12, 2026 and most recently updated on Aug 10, 2026.
Ranks ahead of 106,050 of 115,460 servers on MCP Toplist.
Use Inference AIops
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add inference-aiops -- uvx inference-aiops[mcp_servers.inference-aiops]
command = "uvx"
args = ["inference-aiops"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"inference-aiops": {
"command": "uvx",
"args": [
"inference-aiops"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"inference-aiops": {
"command": "uvx",
"args": [
"inference-aiops"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"inference-aiops": {
"type": "stdio",
"command": "uvx",
"args": [
"inference-aiops"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"inference-aiops": {
"command": "uvx",
"args": [
"inference-aiops"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"inference-aiops": {
"command": "uvx",
"args": [
"inference-aiops"
]
}
}
}Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.AIops-tools%2Finference-aiops)<a href="https://mcptoplist.com/server/io.github.AIops-tools%2Finference-aiops"><img src="https://mcptoplist.com/badge/io.github.AIops-tools%2Finference-aiops.svg" alt="MCP Toplist: Top 10% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
aiops-tools
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Available versions (5)
| Version | Published |
|---|---|
| 0.9.0 | Aug 10, 2026 |
| 0.8.0 | Aug 3, 2026 |
| 0.7.0 | Aug 2, 2026 |
| 0.2.0 | Jul 13, 2026 |
| 0.1.0 | Jul 12, 2026 |
Frequently asked questions
- Who maintains Inference AIops?
- Inference AIops is maintained by aiops-tools, which publishes 24 MCP servers (123 total versions) tracked on MCP Toplist.
- Is Inference AIops listed on the Official MCP Registry?
- Yes — Inference AIops is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does Inference AIops have?
- MCP Toplist tracks 5 versions of Inference AIops, most recently published on Aug 10, 2026.
- Where can I find the source code for Inference AIops?
- The source code for Inference AIops is hosted at github.com/aiops-tools/inference-aiops.