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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

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

[mcp_servers.admissions]
url = "https://collegecalcai.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "admissions": {
      "type": "remote",
      "url": "https://collegecalcai.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "admissions": {
      "type": "http",
      "url": "https://collegecalcai.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=admissions&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY29sbGVnZWNhbGNhaS5jb20vbWNwIn0%3D"
}

{
  "servers": {
    "admissions": {
      "type": "http",
      "url": "https://collegecalcai.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "admissions": {
      "httpUrl": "https://collegecalcai.com/mcp"
    }
  }
}

extensions:
  "admissions":
    enabled: true
    name: "admissions"
    type: streamable_http
    uri: "https://collegecalcai.com/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene100 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations5 of 5 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 1,627 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 1,627 tokens to load them all · tool set 0b3cafc9fc35 · checked 2026-10-20 18:06 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository

provenance55

liveness100

freshness100

hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-17d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://collegecalcai.com/mcp` streamable-http	none	yes	100%	212 ms	2025-11-25	2026-10-20

Tools (5)

`estimate_admission_chances`read-only	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.
`estimate_college_list`read-only	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.
`find_colleges_for_score`read-only	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.
`get_school_admissions_data`read-only	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.
`search_colleges`read-only	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.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "com.collegecalcai/admissions",
  "title": "CollegeCalcAI",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://collegecalcai.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "websiteUrl": "https://collegecalcai.com/developers",
  "description": "Admission chances at 1,100+ U.S. colleges, college list scoring, and federal admissions data."
}