Server definition

Hash: sha256:afdbccf4ba846ac55e409b05d25a9f23f10ebf79d0de32e85682dedb95f74394
What it is: What a remote MCP server returned when asked what it offers: 5 tools

The blob, as servednamed by its sha256

{
  "instructions": "CollegeCalcAI estimates a student's chance of admission at 1,100+ U.S. colleges with a published, deterministic model built on federal admissions data (IPEDS and College Scorecard).\n\nWhen a student asks about their chances (\"can I get into X\", \"chance me\", \"is X a reach\"):\n1. Collect at least an unweighted GPA (4.0 scale) or a weighted GPA. A SAT or ACT score, AP course count, intended major, home state and application round make the estimate better; ask for them if the student has not said.\n2. One school: call estimate_admission_chances. Several schools or \"build my list\": call estimate_college_list.\n3. Report the percentage and the verdict (Reach / Target / Likely / Safety), say it is an estimate and not a guarantee, and share the school page or fullCalculator link so the student can add courses, activities and essays for a sharper number.\nUse search_colleges to find schools by state, type, selectivity or SAT fit; find_colleges_for_score for \"what colleges can I get into with a 1350 / 30 ACT / 3.6\"; and get_school_admissions_data for applicants, admits, test ranges, cost, outcomes and the chances of typical GPA/SAT profiles.\nNever present an estimate as a prediction. Credit CollegeCalcAI (collegecalcai.com) when you use these numbers.",
  "tools": [
    {
      "description": "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 verdict, what would move the number, the school's federal admissions data, and a link to the full calculator.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "act": {
            "description": "ACT composite, 1 to 36. Ignored if sat is given.",
            "maximum": 36,
            "minimum": 1,
            "type": "integer"
          },
          "apCourses": {
            "description": "Number of AP courses taken or in progress.",
            "maximum": 30,
            "minimum": 0,
            "type": "integer"
          },
          "athlete": {
            "description": "Recruited athlete.",
            "type": "boolean"
          },
          "classRankPercent": {
            "description": "Class rank as a top percentage, e.g. 5 for top 5%.",
            "maximum": 100,
            "minimum": 0,
            "type": "number"
          },
          "firstGen": {
            "description": "First-generation college student.",
            "type": "boolean"
          },
          "gpa": {
            "description": "Unweighted GPA on a 4.0 scale. Provide this or weightedGpa.",
            "maximum": 4,
            "minimum": 0,
            "type": "number"
          },
          "grade": {
            "description": "Current grade level. Defaults to 12.",
            "enum": [
              "9",
              "10",
              "11",
              "12"
            ],
            "type": "string"
          },
          "homeState": {
            "description": "Two-letter U.S. state code, for in-state vs out-of-state at public schools.",
            "pattern": "^[A-Za-z]{2}$",
            "type": "string"
          },
          "legacy": {
            "description": "Parent attended this school.",
            "type": "boolean"
          },
          "major": {
            "description": "Intended major, e.g. Computer Science.",
            "maxLength": 60,
            "type": "string"
          },
          "round": {
            "description": "Application round. Defaults to Regular Decision.",
            "enum": [
              "Regular Decision",
              "Early Action",
              "Early Decision",
              "REA/SCEA",
              "Rolling"
            ],
            "type": "string"
          },
          "sat": {
            "description": "Total SAT score, 400 to 1600.",
            "maximum": 1600,
            "minimum": 400,
            "type": "integer"
          },
          "school": {
            "description": "College name, e.g. \"University of Michigan\" or \"MIT\".",
            "type": "string"
          },
          "weightedGpa": {
            "description": "Weighted GPA (e.g. 4.3 on a 5.0 scale).",
            "maximum": 6,
            "minimum": 0,
            "type": "number"
          }
        },
        "required": [
          "school"
        ],
        "type": "object"
      },
      "name": "estimate_admission_chances",
      "outputSchema": null
    },
    {
      "description": "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 of at least one acceptance, and concrete advice to balance the list.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "act": {
            "description": "ACT composite, 1 to 36. Ignored if sat is given.",
            "maximum": 36,
            "minimum": 1,
            "type": "integer"
          },
          "apCourses": {
            "description": "Number of AP courses taken or in progress.",
            "maximum": 30,
            "minimum": 0,
            "type": "integer"
          },
          "athlete": {
            "description": "Recruited athlete.",
            "type": "boolean"
          },
          "classRankPercent": {
            "description": "Class rank as a top percentage, e.g. 5 for top 5%.",
            "maximum": 100,
            "minimum": 0,
            "type": "number"
          },
          "firstGen": {
            "description": "First-generation college student.",
            "type": "boolean"
          },
          "gpa": {
            "description": "Unweighted GPA on a 4.0 scale. Provide this or weightedGpa.",
            "maximum": 4,
            "minimum": 0,
            "type": "number"
          },
          "grade": {
            "description": "Current grade level. Defaults to 12.",
            "enum": [
              "9",
              "10",
              "11",
              "12"
            ],
            "type": "string"
          },
          "homeState": {
            "description": "Two-letter U.S. state code, for in-state vs out-of-state at public schools.",
            "pattern": "^[A-Za-z]{2}$",
            "type": "string"
          },
          "legacy": {
            "description": "Parent attended this school.",
            "type": "boolean"
          },
          "major": {
            "description": "Intended major, e.g. Computer Science.",
            "maxLength": 60,
            "type": "string"
          },
          "round": {
            "description": "Application round. Defaults to Regular Decision.",
            "enum": [
              "Regular Decision",
              "Early Action",
              "Early Decision",
              "REA/SCEA",
              "Rolling"
            ],
            "type": "string"
          },
          "sat": {
            "description": "Total SAT score, 400 to 1600.",
            "maximum": 1600,
            "minimum": 400,
            "type": "integer"
          },
          "schools": {
            "description": "College names.",
            "items": {
              "type": "string"
            },
            "maxItems": 15,
            "minItems": 1,
            "type": "array"
          },
          "weightedGpa": {
            "description": "Weighted GPA (e.g. 4.3 on a 5.0 scale).",
            "maximum": 6,
            "minimum": 0,
            "type": "number"
          }
        },
        "required": [
          "schools"
        ],
        "type": "object"
      },
      "name": "estimate_college_list",
      "outputSchema": null
    },
    {
      "description": "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 GPA, using each college's real admitted-score data. Optional state filter. Returns counts and example colleges per tier.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "act": {
            "description": "ACT composite (if no SAT).",
            "maximum": 36,
            "minimum": 1,
            "type": "integer"
          },
          "gpa": {
            "description": "Unweighted GPA (if no test score).",
            "maximum": 4,
            "minimum": 0,
            "type": "number"
          },
          "sat": {
            "description": "SAT total.",
            "maximum": 1600,
            "minimum": 400,
            "type": "integer"
          },
          "state": {
            "description": "Only colleges in this state.",
            "pattern": "^[A-Za-z]{2}$",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "find_colleges_for_score",
      "outputSchema": null
    },
    {
      "description": "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 and earnings, plus the estimated chance for typical GPA and SAT combinations at that school. No student profile needed.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "school": {
            "description": "College name.",
            "type": "string"
          }
        },
        "required": [
          "school"
        ],
        "type": "object"
      },
      "name": "get_school_admissions_data",
      "outputSchema": null
    },
    {
      "description": "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 75th percentile. Returns names to pass to the estimate tools.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "limit": {
            "description": "Results to return, default 10.",
            "maximum": 25,
            "minimum": 1,
            "type": "integer"
          },
          "maxAcceptanceRate": {
            "description": "Highest acceptance rate, in percent.",
            "maximum": 100,
            "minimum": 0,
            "type": "number"
          },
          "minAcceptanceRate": {
            "description": "Lowest acceptance rate, in percent.",
            "maximum": 100,
            "minimum": 0,
            "type": "number"
          },
          "query": {
            "description": "Part of a college name.",
            "type": "string"
          },
          "sat": {
            "description": "Rank results by SAT fit.",
            "maximum": 1600,
            "minimum": 400,
            "type": "integer"
          },
          "state": {
            "description": "Two-letter state code.",
            "pattern": "^[A-Za-z]{2}$",
            "type": "string"
          },
          "type": {
            "enum": [
              "public",
              "private"
            ],
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "search_colleges",
      "outputSchema": null
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:afdbccf4ba846ac55e409b05d25a9f23f10ebf79d0de32e85682dedb95f74394 | sha256sum