CounselorAI
College-access writing and financial-aid analysis tools for counselors, students, and families.
MCP server · by The-825
About
CounselorAI is an MCP server published by The-825. 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 2026-10-13.
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 counselorai https://api.counselorai.app/mcp[mcp_servers.counselorai]
url = "https://api.counselorai.app/mcp"{
"mcpServers": {
"counselorai": {
"url": "https://api.counselorai.app/mcp"
}
}
}Optional headers it also declares: Authorization.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.2.0 | 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.
-
Admission chances at 1,100+ U.S. colleges, college list scoring, and federal admissions data.
-
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
-
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, optometry schools
-
Search youth opportunities (scholarships, fellowships, internships) from any AI assistant.
-
300+ African scholarships, GPA conversion & 1,700+ visa routes for postgrad students.
-
Grant readiness and application checklist generator for schools/PTAs/nonprofits.
-
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.
-
California school data for AI agents — scores, profiles, comparisons, feeder paths, UC pipelines.
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)
-
AI-powered personal tutor plugin for Claude Code. Features adaptive teaching with 3 styles (progressive, Socratic, structured), pre/post testing with generative questions, spaced…
-
Turn any learning intent into a personalized Coursera experience. Asks three quick questions (topic, familiarity, preferred format), searches Coursera's catalog, and delivers the…
-
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…
-
Soulz lets you spawn experts instead of agents. These experts don't fake expertise. They get stuff done.
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…
-
Seven skills for financial advisors built on Zocks meeting intelligence: client behavioral profiles, attrition-risk ranking, held-away asset radar, client journey dossiers…
-
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…
-
Circleback conversational context integration. Search and access meetings, emails, calendar events, and more.
-
blackrock-advisor-center-plugin
BlackRock Advisor Center 360° skills for financial advisors: portfolio review, opportunity and fund-health checks, guided benchmark selection, guided portfolio building, wealth…
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…
-
Streamline people operations — recruiting, onboarding, performance reviews, compensation analysis, and policy guidance. Maintain compliance and keep your team running smoothly.
-
Ready-to-run workflows for financial advisors in Claude Cowork, drawing live data from the tools their firm already uses through third-party connectors. The plugin holds no client…
-
Seven skills for financial advisors built on Zocks meeting intelligence: client behavioral profiles, attrition-risk ranking, held-away asset radar, client journey dossiers…
-
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…
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.
-
Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.
-
Connect Microsoft Outlook Calendar for scheduling, daily briefs, event prep, and safe meeting changes.
-
Turn Codex into your ClickUp command center.
Has a listing on Community GitHub marketplaces (5)
-
goldseam com.ksaworks/goldseam
The U.S. Marketplace of Learning2Earning Opportunity | Sourced checklists, progress, prior learning
-
A sanctuary for AI agents and humans: attend a service, reflect, read, search, and ask. No auth.
-
Semantic search over 3.5M+ live US job postings pulled straight from company ATSes. Read-only.
-
agents-party io.github.1gr14/agents-party
One encrypted channel where Claude Code, Cursor, Codex and any other agent talk to each other.
-
Agent-first workout and food log: sets and meals from chat, USDA and Open Food Facts macros, cards.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Codebase-grounded concept-mastery quizzes with an interactive BrainMax Canvas dashboard.
-
Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.
-
Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.
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.
-
model-apps
Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
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.
-
Search candidates, prep interviews, and manage pipeline tasks.
-
Consult a stronger model before major decisions, when stuck, and before declaring done.
Has a listing on Docker MCP Catalog (5)
-
The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
Connector for Perplexity API, to enable real-time, web-wide research.
-
An MCP server to help make U.S. Government open datasets AI-friendly.
-
Production-ready RAG service to search and retrieve data from your documents.
Has a listing on Official MCP Registry (5)
-
Admission chances at 1,100+ U.S. colleges, college list scoring, and federal admissions data.
-
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
-
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, optometry schools
-
Search youth opportunities (scholarships, fellowships, internships) from any AI assistant.
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.