An official remote MCP server provided by CollegeCalcAI that allows AI agents to access federal admissions data and estimate college admission chances. It enables agents to calculate acceptance probabilities for specific colleges, score entire college lists, search for colleges based on test scores or GPA, and retrieve detailed federal data such as acceptance rates, SAT/ACT middle 50% ranges, and net prices. The server uses a deterministic model based on U.S. Department of Education data, ensuring consistent results for identical inputs without requiring authentication.
- Operator: CollegeCalcAI
- Endpoint: https://collegecalcai.com/mcp
- Transport: streamable-http
- Sign-in: No sign-in
- Category: Productivity and knowledge
- Use cases: Estimate a student's admission chance at a specific college using GPA, SAT/ACT, and AP data.; Score a list of up to 15 colleges to determine reach, target, and safety balances.; Search and filter colleges by state, type, or acceptance rate.; Retrieve federal admissions data including yield, graduation rates, and net price.
- Tools: estimate_admission_chances, estimate_college_list, search_colleges, get_school_admissions_data, find_colleges_for_score
- Documentation: https://collegecalcai.com/developers
- Directory listing: https://koskamo.com/explore/collegecalcai-mcp
- Also known as: CollegeCalcAI MCP MCP; collegecalcai-mcp