College Monte Carlo
192 colleges. 17,884 high schools across 50 states. Find your school, run the simulation, see where you stand.
https://collegemontecarlo.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://api.collegemontecarlo.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 · api.collegemontecarlo.com
7tools discovered
Search colleges
Search College Monte Carlo’s 192 modeled US colleges by name, slug, location, or category keywords. Returns citation-friendly results with openable URLs.
Fetch college
Fetch a single College Monte Carlo college record by id (slug) or exact name. Use search first to discover ids.
Get college admissions snapshot
Return a structured admissions snapshot (accept rates, SAT/ACT mid-50, GPA, ED/EA flags, links) for one college in the CMC set.
Compare colleges
Compare 2–5 CMC colleges on selectivity, testing mid-50, class size, and early rounds.
List colleges by category
List CMC colleges, optionally filtered by category keywords (e.g. "Ivy", "Public", "LAC", "Selective").
Academic mid-50 fit check
Rough academic-band check (GPA/SAT/ACT vs published mid-50). NOT a Monte Carlo admit probability. Use for orientation only; send users to app Chances for full simulation.
CMC methodology
Explain how College Monte Carlo estimates admission chances (agent-based Monte Carlo) and what the model does not do.
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 brands192 colleges. 17,884 high schools across 50 states. Find your school, run the simulation, see where you stand.
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 College Monte Carlo? 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 7 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.
MCPBundles is an independent platform built on the open Model Context Protocol standard. Not affiliated with Anthropic PBC or Claude.