CollegeCalcAI
Admission chances at 1,100+ U.S. colleges, college list scoring, and federal admissions data.
MCP server · by collegecalcai.com
About
CollegeCalcAI is an MCP server published by collegecalcai.com. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-14.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http admissions https://collegecalcai.com/mcp
[mcp_servers.admissions]
url = "https://collegecalcai.com/mcp"
{
"mcpServers": {
"admissions": {
"url": "https://collegecalcai.com/mcp"
}
}
}
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.1.0 | No figure published | Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
Nothing has moved on this plugin since we started watching it.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Admit Coach — College Search & Costs
Search US colleges and compare historical admissions, costs and aid using public federal data.
-
College Scorecard MCP — US Department of Education College Scorecard API
-
College-access writing and financial-aid analysis tools for counselors, students, and families.
-
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, optometry schools
-
college-scorecard-mcp-server io.github.cyanheads/college-scorecard-mcp-server
Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.
-
college-scorecard-mcp io.github.mrfentmen/college-scorecard-mcp
US college data from the College Scorecard API. No key required.
-
300+ African scholarships, GPA conversion & 1,700+ visa routes for postgrad students.
-
Universities MCP — Hipolabs Universities API (free, no auth)
-
Higher education data: tuition, graduation rates, and earnings
-
storefront guru.goanywhere/storefront
US college admissions fit (College Scorecard bands) + verified admitted-student mentor search.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Turn any learning intent into a personalized Coursera experience. Asks three quick questions (topic, familiarity, preferred format), searches Coursera's catalog, and delivers the…
-
AI-powered personal tutor plugin for Claude Code. Features adaptive teaching with 3 styles (progressive, Socratic, structured), pre/post testing with generative questions, spaced…
-
A Claude Code plugin that acts as your long-running learning companion — helps you plan, track, and review self-directed learning in structured phases.
-
claude-education-skills-library
108 evidence-based pedagogical skills for educators — the only education-specific skills library in the Claude ecosystem. Covers curriculum design, lesson planning, assessment…
-
Open-source plugin for U.S. EB-2 National Interest Waiver (NIW) case work. Honest pre-filing legal evaluation of self-petitions under the current USCIS adjudication standard, with…
Has a listing on Claude Code: claude-plugins-official (5)
-
Turn any learning intent into a personalized Coursera experience. Asks three quick questions (topic, familiarity, preferred format), searches Coursera's catalog, and delivers the…
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Solve competition math (IMO, Putnam, USAMO) with adversarial verification that catches what self-verification misses. Fresh-context verifiers attack proofs with specific failure…
-
Seven skills for financial advisors built on Zocks meeting intelligence: client behavioral profiles, attrition-risk ranking, held-away asset radar, client journey dossiers…
-
Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.
Has a listing on Claude: knowledge-work-plugins (5)
-
Turn any learning intent into a personalized Coursera experience. Asks three quick questions (topic, familiarity, preferred format), searches Coursera's catalog, and delivers the…
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Streamline people operations — recruiting, onboarding, performance reviews, compensation analysis, and policy guidance. Maintain compliance and keep your team running smoothly.
-
Seven skills for financial advisors built on Zocks meeting intelligence: client behavioral profiles, attrition-risk ranking, held-away asset radar, client journey dossiers…
-
Connect to preclinical research tools and databases (literature search, genomics analysis, target prioritization) to accelerate early-stage life sciences R&D
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Connect Google Calendar for scheduling, availability, daily briefs, and event management.
-
General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…
-
Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
Has a listing on Community GitHub marketplaces (5)
-
goldseam com.ksaworks/goldseam
The U.S. Marketplace of Learning2Earning Opportunity | Sourced checklists, progress, prior learning
-
canvas-parent-mcp io.github.chrischall/canvas-parent-mcp
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, files
-
infinitecampus-mcp io.github.chrischall/infinitecampus-mcp
Infinite Campus (Campus Parent) for Claude — grades, attendance, assignments, messages
-
maxpreps-mcp io.github.chrischall/maxpreps-mcp
MaxPreps MCP — high school schedules, scores, records, rosters and stat leaders
-
Find jobs, then get a tailored résumé and cover letter for each one. Tracks your applications too.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Codebase-grounded concept-mastery quizzes with an interactive BrainMax Canvas dashboard.
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.
-
Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.
-
Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
Advanced Security plugin for GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
Skill mapping, practice plans, and learning retrospectives.
-
Search company knowledge and draft verified answers.
-
Search candidates, jobs, and applications, and review scorecards in Greenhouse Recruiting.
-
Query recruiting analytics, shortlists, and sourcing agents.
-
Enrich people and companies, run AI research agents.
Has a listing on Docker MCP Catalog (5)
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
An MCP server to help make U.S. Government open datasets AI-friendly.
-
Connector for Perplexity API, to enable real-time, web-wide research.
-
The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
Has a listing on Official MCP Registry (5)
-
Admit Coach — College Search & Costs
Search US colleges and compare historical admissions, costs and aid using public federal data.
-
College Scorecard MCP — US Department of Education College Scorecard API
-
College-access writing and financial-aid analysis tools for counselors, students, and families.
-
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, optometry schools
-
college-scorecard-mcp-server io.github.cyanheads/college-scorecard-mcp-server
Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.