AI Economy Lab
AI Economy Lab exposes 5 public tools on this MCP endpoint.
https://aieconomylab.com/Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://aieconomylab.com/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 14, 2026 · aieconomylab.com
5tools discovered
Compare Models
Look up full pricing + capability data for 1–6 LLM models. Pass a single slug (e.g. ['gpt-5']) for one-model lookup, or 2–6 slugs for side-by-side comparison. Always returns an array.
Estimate Cost
Estimate cost of a workload for one model. Returns per-call cost broken into input / cached input / output, plus monthly + yearly. tier='batch' uses pricing.batch (typically ~50% off, 24h async SLA) and rejects if the model has no batch tier.
Find Cheapest
Find the cheapest LLM(s) matching a feature filter. sort_by='blended' computes a workload-weighted $/Mtok: (input_weight * input + output_weight * output) / (input_weight + output_weight). Defaults (1, 5) reflect a chat-style 1:5 input:output ratio; override for RAG/summarization workloads with more input than output. tier='batch' ranks against pricing.batch and excludes models without a published batch tier.
List Models
List LLM models, optionally filtered by provider or family.
Tokenizer Overhead
Per-language token-count multiplier (relative to English = 1.00).
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsAI Economy Lab exposes 5 public tools on this MCP endpoint.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
Operate AI Economy Lab? Verify ownership to take over this directory entry.
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.
MCPBundles probed 5 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
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