mcp server
LMX Cloud LLM Inference
OpenAI-compatible LLM MCP (7 tools); chat via balance key or x402 USDC on Base
Description as published by the maintainer. Source
- version 0.1.0
- active
active — Registry entry last updated 2026-07-14.
What this server can do
9 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.
chat_completion(model, images, prompt, api_key, image_url, max_tokens, temperature)- Call 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-parts format) — use a vision model such as llama-3.2-90b-vision, qwen-3.6-35b, or qwen-3.5-35b. Required: prompt.
extract_pdf(api_key, file_url, file_base64)- Extract 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).
get_balance(api_key)- Fetch USD credit balance for the caller API key. Requires authentication.
get_pricing(api_key)- Fetch current LMX Cloud per-call pricing catalog.
get_status(api_key)- Fetch LMX Cloud provider health, fallback chain, and anchoring status.
get_usage(api_key)- Fetch request and token usage totals for the caller API key. Requires authentication.
list_models(api_key)- List currently supported LMX model aliases and providers.
quote_price(model, api_key, max_tokens, prompt_tokens)- Estimate USDC cost for a single model call. Uses GET /v1/pricing with model and token params. Required: model.
web_search(query, api_key, max_results)- Real-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. Required: query.
Last successful function declaration observed on . Source: https://mcp.lmxcloud.io/mcp. We list what the server declared; we do not call any of these functions.
Endpoint status observed on . Source: https://mcp.lmxcloud.io/mcp.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| Latest published version | 0.1.0 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-07-14 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| First listed in the MCP Registry | 2026-07-14 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| mcp tools declared | 9 tools | Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. | as of probe | mcp.lmxcloud.io | |
| mcp endpoint status | ok | The server listed 9 functions when asked. | as of probe | mcp.lmxcloud.io |
Where to get it
This record as data
Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.
GET /api/v1/entries/mcp_server.json