# Collegecalcai Admissions MCP server

Source: https://glimind.com/server/mcp-registry%2Fcom.collegecalcai%2Fadmissions
Registry id: `mcp-registry/com.collegecalcai/admissions`
Status: live (checked 2026-10-27T17:03:23.268Z)

## Verdict

Collegecalcai Admissions MCP server answered 99.97% of Glimind's liveness checks over 30 days, better than 37% of MCP servers, with 620 ms median handshake and 1 outage in 90 days. Its agent-readiness grade is A (91/100) across 5 tools, costing an agent about 1,701 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.97% | 37% of MCP servers |
| Median handshake latency | 620 ms | 34% of MCP servers |
| p95 handshake latency | 3234 ms | — |
| Checks in 30 days | 4,296 | — |
| Outages, 90 days | 1 | — |
| Median recovery | 9 min | — |
| Agent-readiness score | 91/100 (A) | 70% of MCP servers |
| Tools | 5 | — |
| Tool-list size for an agent | ~1,701 tokens | 56% of MCP servers |
| Days observed | 23 | — |

## Install

```json
{
  "mcpServers": {
    "collegecalcai-admissions-mcp-server": {
      "type": "http",
      "url": "https://collegecalcai.com/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http collegecalcai-admissions-mcp-server https://collegecalcai.com/mcp
```

## Tools (5)

- `estimate_admission_chances`: Estimate a student's chance of admission at one U.S. college from their GPA, test scores and context. Returns the percentage, a Reach/Target/Likely/Safety verdi
- `estimate_college_list`: Score one student profile against up to 15 colleges at once. Returns every school sorted by chance with its verdict, the Reach/Target/Likely balance, the chance
- `find_colleges_for_score`: Answer "what colleges can I get into with a ___": buckets every covered U.S. college into safety, target, reach and high reach for one SAT, ACT or unweighted GP
- `get_school_admissions_data`: Federal admissions and outcome data for one U.S. college: applicants, admits, yield, SAT/ACT middle 50%, test policy, cost, net price after aid, graduation rate
- `search_colleges`: Find U.S. colleges by name, state, public/private, and acceptance-rate range. Give a SAT score to rank schools by how close the student sits to each school's 75

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.