AI & Machine Learning

cloudprice.net

An MCP server for searching, comparing, and estimating costs for AI models across providers from a large catalog.

2 endpoints12 known toolsFirst detected October 21, 2026Last detected October 21, 2026

ENDPOINT 1

https://cloudprice.net/api/mcp/data-free

No auth detected

MCP server metadata

Name: cloudprice
Version: 1.0.0

Capabilities

tools.listChanged

Server instructions

CloudPrice gives live pricing data for AI models and cloud compute. AI model tools cover 1000+ models (OpenAI, Anthropic, Google, AWS Bedrock, Azure, Mistral, Meta, DeepSeek, Qwen and dozens of inference providers). search_ai_models finds models and doubles as a leaderboard (sort by a benchmark rank, include benchmarks); get_ai_model returns one model with, on request, its full price matrix and benchmark scores; calculate_ai_cost and compare_ai_models price a workload; find_similar_ai_models suggests alternatives; find_gpu_fit matches open-weights models and GPU instances either way. Model ids: pass a CloudPrice canonical id (openai-gpt-5-5, anthropic-claude-4-7-opus), a provider or LiteLLM id (gpt-5.5, claude-opus-4-7) or a fuzzy name; when a tool answers with multiple_matches, retry with one of the listed candidate ids. Prices are per 1M tokens unless the price dimension says otherwise, in the requested currency (USD by default). Cloud tools cover Azure, AWS and GCP: search_cloud_instances lists and filters instance types in one region by vCPU, memory, GPU and price; get_cloud_instance returns one type with specs and per-region prices; find_similar_cloud_instances suggests alternatives. There are two CloudPrice MCP servers with the same tools. On the free one (/api/mcp/data-free) they show the site's free tier: on-demand and spot prices, the first regions, same-cloud alternatives; a call that asks for more returns a sign_in_required error, and the user has to add the subscriber server instead. On the subscriber server (/api/mcp/data, the user signs in to CloudPrice when adding it) a user with a subscription gets everything: reserved and savings-plan prices, all regions (get_cloud_instance full_data), cross-cloud alternatives and more results.

Known tools 12

search_ai_models

Search and filter the AI model catalog (1000+ LLMs, embedding, image, audio and video models).

Inferred read-only

get_ai_model

One AI model by any id or name: specs, capabilities, context window, ids on every provider.

Inferred read-only

calculate_ai_cost

Estimate what a workload costs on one or many models from token counts (input, output, reasoning, cache read/write), images and audio, multiplied by calls.

Potential side effects

compare_ai_models

Side-by-side prices for 2 to 5 models on one tier: per model, the price of each dimension on every provider that hosts it.

Inferred read-only

find_similar_ai_models

Models similar to a given one (same type, comparable context window and price/performance), ranked by the chosen strategy.

Inferred read-only

find_gpu_fit

Self-hosting fit, in either direction.

Inferred read-only

get_cloud_instance

Specs and prices for one Azure VM size, AWS EC2 instance type or GCP Compute machine type: vCPU, memory, GPU, network, plus per-region prices for the chosen OS and payment type.

Potential side effects

search_cloud_instances

Instance types available in one Azure, AWS or GCP region with vCPU, memory, GPU and the hourly price for the chosen OS and payment type; filter by size, GPU or name and sort by price.

Potential side effects

find_similar_cloud_instances

Alternatives to an instance type with comparable vCPU, memory and GPU, with their prices in the same region: cheaper or newer generations in the same cloud, or (signed-in subscriber) the closest match on another cloud.

Inferred read-only

get_cloud_price_history

How the price of one instance type moved over time in up to three regions: on-demand list price, spot market price, or (signed-in subscriber) reserved / commitment prices.

Inferred read-only

get_cloud_region

One Azure, AWS or GCP region: location, average on-demand price and its rank among the cloud's regions, how many instance types it offers, nearby regions on every cloud with distance, AWS availability zones and service health, and whether a given instance type is offered there.

Inferred read-only

compare_cloud_instances

One table for up to five instance types, any mix of Azure, AWS and GCP: vCPU, memory, GPU, architecture and the hourly and monthly price in the chosen region on one price basis (on-demand, spot, or for a signed-in subscriber reserved / 1-year and 3-year commitments), cheapest first.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.cloudprice]
url = "https://cloudprice.net/api/mcp/data-free"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "cloudprice": {
      "type": "http",
      "url": "https://cloudprice.net/api/mcp/data-free"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: cloudprice
Remote MCP URL: https://cloudprice.net/api/mcp/data-free

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "cloudprice": {
      "url": "https://cloudprice.net/api/mcp/data-free"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "cloudprice": {
      "type": "http",
      "url": "https://cloudprice.net/api/mcp/data-free"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "cloudprice",
  "transport": "streamable-http",
  "url": "https://cloudprice.net/api/mcp/data-free"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 2

https://cloudprice.net/api/mcp/data

Auth required

Known tools 0

No tool metadata was available in the registry cache.

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.cloudprice-net]
url = "https://cloudprice.net/api/mcp/data"
enabled = true
bearer_token_env_var = "MCP_BEARER_TOKEN"

Authentication is required. Replace the placeholder locally and never commit a secret.

Claude Code

.mcp.json

{
  "mcpServers": {
    "cloudprice-net": {
      "type": "http",
      "url": "https://cloudprice.net/api/mcp/data",
      "headers": {
        "Authorization": "Bearer YOUR_BEARER_TOKEN"
      }
    }
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Claude Desktop

Settings → Connectors → Add custom connector

Name: cloudprice-net
Remote MCP URL: https://cloudprice.net/api/mcp/data

Add the URL as a custom connector, then complete its supported authorization flow. Claude Desktop remote connectors are configured in the UI.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "cloudprice-net": {
      "url": "https://cloudprice.net/api/mcp/data",
      "headers": {
        "Authorization": "Bearer YOUR_BEARER_TOKEN"
      }
    }
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Visual Studio Code

.vscode/mcp.json

{
  "servers": {
    "cloudprice-net": {
      "type": "http",
      "url": "https://cloudprice.net/api/mcp/data",
      "headers": {
        "Authorization": "Bearer ${input:mcp-token}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "mcp-token",
      "description": "cloudprice-net bearer token",
      "password": true
    }
  ]
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Generic MCP

Client-specific MCP configuration

{
  "name": "cloudprice-net",
  "transport": "streamable-http",
  "url": "https://cloudprice.net/api/mcp/data",
  "headers": {
    "Authorization": "Bearer YOUR_BEARER_TOKEN"
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Loading Trust v2 evidence…

Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.