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Proxlai

Proxlai

Remote
proxlai.comDeveloper Tools0Updated 1w ago

About Proxlai

Proxlai is a remote price lookup server for coding agents comparing AI API offerings across markets. It provides dated, source-linked prices and tools to search, inspect, and compare offerings.

Key features

  1. 01Search offerings by price, quality, and speed
  2. 02Inspect capabilities and price history
  3. 03Compare two to four offerings
  4. 04View market pricing units and filters

Use cases

  1. 01Find a low-cost LLM API matching requirements
  2. 02Compare text-to-speech or embeddings APIs
  3. 03Check GPU rental prices across offerings

MCP support

A read-only remote MCP server using Streamable HTTP. It exposes tools for listing markets and searching, inspecting, and comparing AI API prices.

Configuration

Remote servers need no local install. Pick your client, then copy the config or install in one click.

Endpointhttps://proxlai.com/api/mcp
Copy install command
Claude CodeTerminal
Cursor.cursor/mcp.json
VS Code.vscode/mcp.json
Claude Desktopclaude_desktop_config.json
Windsurf~/.codeium/windsurf/mcp_config.json

Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.

Tools

Details

From the project README

Proxlai MCP server

Live, verified prices for AI APIs, inside your coding agent.

Proxlai is a price book for AI APIs: 231 APIs from 113 providers across 38 markets (LLMs, GPU rental, image and video generation, text-to-speech, speech-to-text, embeddings, vector databases, 3D and more). Every market is priced in one unit, and every price has the date it was verified and a link to the provider's own pricing page.

This is a remote MCP server: nothing to install or run.

https://proxlai.com/api/mcp

Read-only · Streamable HTTP · no account needed (100 lookups a day free; an API key raises the limit).

Connect

Claude Code

claude mcp add --transport http proxlai https://proxlai.com/api/mcp

Cursor, Windsurf, Claude Desktop and other JSON-configured clients

{ "mcpServers": { "proxlai": { "url": "https://proxlai.com/api/mcp" } } }

Clients that only run local (stdio) servers

{ "mcpServers": { "proxlai": { "command": "npx", "args": ["-y", "mcp-remote", "https://proxlai.com/api/mcp"] } } }

Or paste this to your agent and let it set itself up:

Read https://proxlai.com/agents.md and follow it to connect Proxlai to this project, so you can look up and compare AI API prices for me.

Tools

ToolWhat it does
list_marketsEvery market with its id and pricing unit. Start here.
describe_marketWhat a market is, how its pricing works, and the attributes you can filter on.
search_offeringsRank a market's offerings by price, quality and speed, with requirements and a maximum price.
get_offeringOne offering in full: capabilities, current price with its source, price history.
compare_offerings2 to 4 offerings from one market side by side.

Try asking your agent

  • "What's the cheapest LLM API with tool use and a 1M-token context?"
  • "Cheapest text-to-speech API with voice cloning?"
  • "Where can I rent an H100 for the least per hour right now?"
  • "Compare the three cheapest embeddings APIs."
  • "I'm building an MVP. Which model gives the best quality for the price?"

Every answer comes with the unit, the verified date and the provider's pricing link. Prices change often, so confirm on the provider's site before you buy.

Limits and keys

  • Without a key: 30 calls a minute and 100 searches or lookups a day per address.
  • With a key: create one at https://proxlai.com/dashboard and send it as Authorization: Bearer <key> (keep it in the PROXLAI_API_KEY environment variable). It includes 100 free lookups a day per account, then $0.01 each from your credit balance.

Links

Comments

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An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.