Index / MCP servers / LMX Cloud LLM Inference

LMX Cloud LLM Inference MCP server

LMX Cloud LLM Inference is an MCP server with 9 tools an agent can call, among them chat_completion, extract_pdf, get_balance. It answers at https://mcp.lmxcloud.io/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 24 October 2026, succeeded.

Status
Answering
Tools
9
Official
yes, served from lmxcloud.io
Reliability
6 of 6 checks
Response time
295 ms
Transport
streamable HTTP
Last checked
24 October 2026

OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base

Description as the publisher wrote it.

The 9 tools LMX Cloud LLM Inference offers

ToolWhat it does
chat_completionCall LMX Cloud OpenAI-compatible chat completions. Prefers a pre-funded API key (Bearer / api_key); when omitted and x402 is enabled, requires a USDC pay-per-call payment. Optional image_url / images enable vision input (OpenAI content-part
Inputs: prompt, image_url, images, model, max_tokens, temperature
extract_pdfExtract text and light structure (title, headings, page count) from a PDF via LMX pdf-extract. Provide file_url and/or file_base64. Requires a real LMX API key (same gate as web_search).
Inputs: file_url, file_base64, api_key
get_balanceFetch USD credit balance for the caller API key. Requires authentication.
Inputs: api_key
get_pricingFetch current LMX Cloud per-call pricing catalog.
Inputs: api_key
get_statusFetch LMX Cloud provider health, fallback chain, and anchoring status.
Inputs: api_key
get_usageFetch request and token usage totals for the caller API key. Requires authentication.
Inputs: api_key
list_modelsList currently supported LMX model aliases and providers.
Inputs: api_key
quote_priceEstimate USDC cost for a single model call. Uses GET /v1/pricing with model and token params.
Inputs: model, max_tokens, prompt_tokens, api_key
web_searchReal-time web search via LMX (Brave Search passthrough). Fixed per-call USDC price from the caller's API key balance. Returns title/url/snippet results.
Inputs: query, max_results, api_key

Add LMX Cloud LLM Inference to your AI client

Every block below points at https://mcp.lmxcloud.io/mcp. Pick your client and copy.

Claude Code: one command in your terminal
claude mcp add --transport http lmx-cloud-llm-inference https://mcp.lmxcloud.io/mcp
Claude Desktop: claude_desktop_config.json
{
  "mcpServers": {
    "lmx-cloud-llm-inference": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://mcp.lmxcloud.io/mcp"]
    }
  }
}
Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project
{
  "mcpServers": {
    "lmx-cloud-llm-inference": {
      "url": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
VS Code and GitHub Copilot: .vscode/mcp.json
{
  "servers": {
    "lmx-cloud-llm-inference": {
      "type": "http",
      "url": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
Zed: Zed settings.json
{
  "context_servers": {
    "lmx-cloud-llm-inference": {
      "url": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
Windsurf: ~/.codeium/mcp_config.json
{
  "mcpServers": {
    "lmx-cloud-llm-inference": {
      "serverUrl": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON
{
  "mcpServers": {
    "lmx-cloud-llm-inference": {
      "url": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
Continue: .continue/mcpServers/neuronto.yaml
name: LMX Cloud LLM Inference
version: 0.0.1
schema: v1
mcpServers:
  - name: LMX Cloud LLM Inference
    type: streamable-http
    url: https://mcp.lmxcloud.io/mcp
Gemini CLI: ~/.gemini/settings.json
{
  "mcpServers": {
    "lmx-cloud-llm-inference": {
      "httpUrl": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
Codex CLI: MCP server config
{
  "mcpServers": {
    "lmx-cloud-llm-inference": {
      "type": "http",
      "url": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
Warp: MCP servers, + Add, paste JSON
{
  "mcpServers": {
    "lmx-cloud-llm-inference": {
      "url": "https://mcp.lmxcloud.io/mcp"
    }
  }
}
Goose: a one-click extension link
goose://extension?url=https%3A%2F%2Fmcp.lmxcloud.io%2Fmcp&type=streamable_http&id=lmx-cloud-llm-inference&name=LMX%20Cloud%20LLM%20Inference

Is LMX Cloud LLM Inference up right now?

It answered our last check on 24 October 2026 in 295 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.

MCP servers similar to LMX Cloud LLM Inference

Questions about LMX Cloud LLM Inference

Is there an official LMX Cloud LLM Inference MCP server?

Yes. It is published by lmxcloud.io and served from mcp.lmxcloud.io, the vendor's own domain: https://mcp.lmxcloud.io/mcp.

How many tools does LMX Cloud LLM Inference have?

9, as returned by the server's own tools/list on 22 September 2026: chat_completion, extract_pdf, get_balance, get_pricing, get_status, get_usage, list_models, quote_price, and 1 more.

Is LMX Cloud LLM Inference down?

It answered our last check on 24 October 2026 in 295 ms. Over 6 checks since 11 September 2026 it answered 6.

How do I add LMX Cloud LLM Inference to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.lmxcloud.io/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does LMX Cloud LLM Inference need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: io.lmxcloud. Endpoint host: mcp.lmxcloud.io. ARD identifier: urn:air:io.lmxcloud:mcp:mcp-server. First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.