Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 301 | 22.557 | umutckem-isparta-uni-obsmcp · other | Integrates with Isparta University's student information system using web scraping to retrieve course schedules, grades, transcripts, and academic… | 1 star | No one-command install · Source | |
| 301 | 22.557 | mcpdeepresearchmcp · back-end | An MCP server that enables academic research by searching Google Scholar, fetching paper content, and converting web pages to clean Markdown. | 1 star | No one-command install · Source | |
| 301 | 22.557 | ezynda3-ankimcp · search | Integrates with Anki flashcard management through AnkiConnect addon to create, search, and organize flashcards and decks with media attachment support… | 1 star | No one-command install · Source | |
| 301 | 22.557 | chapel-supportmcp · other | Enables AI assistants to work with Chapel code, including compiling, linting, and accessing educational primers. | 1 star | No one-command install · Source | |
| 301 | 22.557 | canvas-lmsmcp · back-end | Integrates with Canvas LMS to enable course management, student data analysis, and administrative task automation through a TypeScript-based API… | 1 star | No one-command install · Source | |
| 301 | 22.557 | classroomscribemcp · ai-agents | Integrates Google Classroom with LLMs and AI agents via MCP. Enables listing courses, assignments, announcements, and generating prioritized TODO… | 1 star | No commit datelisted | No one-command install · Source |
| 301 | 22.557 | gh-c2mv96-letxipu-searchmcp · search | Academic research engine with 26 sources, PDF analysis, and bilingual Spanish/English support. | 1 star | No commit datelisted | No one-command install · Source |
| 308 | Unranked | education-feeds-mcp-servermcp · back-end | Enables users to discover, read, and fetch curated educational RSS/Atom feeds with filtering capabilities. | No signals yet | No one-command install · Source | |
| 309 | Unranked | pipeworx-io-doajmcp · search | Search the Directory of Open Access Journals for peer-reviewed open-access scholarly journals and articles across all academic disciplines. | No signals yet | No one-command install · Source | |
| 310 | Unranked | data-centrevaldeloiremcp · search | Enables AI agents to search, query, and explore datasets from the Centre-Val de Loire Open Data portal, covering regional services, transport… | No signals yet | No one-command install · Source | |
| 311 | Unranked | mcp-college-scorecardmcp · back-end | College Scorecard MCP — US Department of Education College Scorecard API | No signals yet | No one-command install · Source | |
| 312 | Unranked | canvas-parent-mcpmcp · auth | MCP server for Canvas LMS enabling parent observers and students to access courses, assignments, grades, and more. Supports multiple authentication… | No signals yet | No one-command install · Source | |
| 313 | Unranked | pipeworx-io-hal-frmcp · other | Queries HAL, France's national open archive for academic publications. | No signals yet | No one-command install · Source | |
| 314 | Unranked | who-will-notify-mcpmcp · back-end | MCP server that aggregates department notices and provides structured answers to queries about courses, schedules, and academic dates via tool… | No signals yet | No one-command install · Source | |
| 315 | Unranked | graffiticodemcp · other | Connects AI assistants to Graffiticode's catalog of domain-specific language tools for creating assessments, spreadsheets, and flashcards. | No signals yet | No one-command install · Source | |
| 316 | Unranked | canvas-scholar-mcpmcp · other | Enables students to ask an AI assistant about their Canvas LMS data, including assignments, grades, missing submissions, discussions, and upcoming… | No signals yet | No one-command install · Source | |
| 317 | Unranked | zh-education-mcpmcp · back-end | MCP server for education statistics of the Canton and City of Zurich (BISTA), providing tools to query pupil numbers, school district trends… | No signals yet | No one-command install · Source | |
| 318 | Unranked | moltline-mcpmcp · back-end | Zero-dependency stdio bridge to Moltline Studio's fleet of 14 hosted MCP servers covering code review, time operations, data transforms, business ops… | No signals yet | No one-command install · Source | |
| 319 | Unranked | youtube-mcp-toolsmcp · back-end | Evidence-first YouTube research server enabling search, transcript citation, video analysis, flashcards, and collateral generation for MCP hosts and… | No signals yet | No one-command install · Source | |
| 320 | Unranked | knowledgeradarmcp · ai-agents | An MCP server that gives agents a unified search and perception layer across web search, Bilibili, Xiaohongshu, Zhihu, YouTube, academic metadata… | No signals yet | No one-command install · Source | |
| 321 | Unranked | conference-partner-mcp-servermcp · back-end | Serves academic conference and journal data via MCP and REST, including CFP deadlines, CCF/CORE/QUALIS rankings, acceptance rates, journal impact… | No signals yet | No one-command install · Source | |
| 322 | Unranked | jaipuria-moodle-reports-mcpmcp · observability | Enables faculty to query student performance reports, cohort analytics, and report accuracy from Jaipuria student data using natural language, with… | No signals yet | No one-command install · Source | |
| 323 | Unranked | canvas-mcp-litemcp · other | Enables AI assistants to act as teaching assistants for Canvas LMS, allowing them to browse courses, read student submissions (including PDF/DOCX)… | No signals yet | No one-command install · Source | |
| 324 | Unranked | korean-special-education-curriculum-mcpmcp · back-end | Read-only MCP server for searching and retrieving the 2022 revised Korean special education curriculum for middle and high schools, with official… | No signals yet | No one-command install · Source | |
| 325 | Unranked | csoai-org-citation-finder-ai-mcpmcp · other | Tools for finding and formatting academic citations and bibliographic references. | No signals yet | No one-command install · Source | |
| 326 | Unranked | minddory-mcp-servermcp · back-end | Connects AI assistants like Claude to MindDory to automatically capture new vocabulary and grammar mistakes into spaced-repetition flashcards during… | No signals yet | No one-command install · Source | |
| 327 | Unranked | college-ai-assistantmcp · search | Provides MCP tools for searching student profiles, viewing marks/attendance, and finding low-attendance students. Enables AI assistants like Gemini to… | No signals yet | No one-command install · Source | |
| 328 | Unranked | mcp-french-school-mapmcp · other | Enables discovery and summarization of French education data, including school directories, geocoded establishments, IPS, Parcoursup, and exam… | No signals yet | No one-command install · Source | |
| 329 | Unranked | acornonaut-mcpmcp · search | AI-powered YouTube playlist to flashcards with spaced repetition (SM-2 algorithm). 18 tools for playlist management, semantic search, and Anki export. | No signals yet | No one-command install · Source | |
| 330 | Unranked | mcp-semanticscholarmcp · search | Enables AI agents to query the Semantic Scholar Academic Graph for scholarly paper data, supporting tools for search, retrieval, and analysis. | No signals yet | No one-command install · Source | |
| 331 | Unranked | mcp-orcidmcp · search | Enables querying ORCID public records, including profiles, publications, employment, education, and search, through natural language or direct tool… | No signals yet | No one-command install · Source | |
| 332 | Unranked | mcp-harrypottermcp · back-end | Enables querying Harry Potter data including students, staff, and spells from the Harry Potter API via direct tools or natural language through… | No signals yet | No one-command install · Source | |
| 333 | Unranked | mcp-data-connecticutmcp · back-end | Enables querying and searching Connecticut Open Data via Socrata SoQL API, allowing AI agents to access state agency, public health, education, and… | No signals yet | No one-command install · Source | |
| 334 | Unranked | pipeworx-io-crossrefmcp · back-end | Academic paper metadata and DOI lookups via the Crossref REST API, covering 130M+ scholarly records. | No signals yet | No one-command install · Source | |
| 335 | Unranked | pipeworx-arxivmcp · github-vcs | Access academic preprint research papers from arXiv's open-access repository. | No signals yet | No one-command install · Source | |
| 336 | Unranked | edu-db-readonly-mcpmcp · database | Enables LLM agents to safely query educational administration databases through read-only MCP tools, enforcing SQL whitelisting, automatic LIMIT caps… | No signals yet | No one-command install · Source | |
| 337 | Unranked | collegia-mcpmcp · ai-agents | Enables teachers to use AI agents for lesson preparation, grading, and administrative tasks through tools for class averages, school resources, and… | No signals yet | No one-command install · Source | |
| 338 | Unranked | strudelmcpmcp · ai-agents | Educational MCP server that teaches AI agents to compose music using Strudel syntax through structured lessons, curated examples, and guided… | No signals yet | No one-command install · Source | |
| 339 | Unranked | vocabit-mcpmcp · other | Enables an AI assistant to publish flashcard study sets directly into the Vocabit app and then read back detailed learner results, including weak and… | No signals yet | No one-command install · Source | |
| 340 | Unranked | lakebrasil-mcpmcp · back-end | Enables agents to query 153 live Brazilian government data tools across federal and state sources, including economy, legislature, judiciary… | No signals yet | No one-command install · Source | |
| 341 | Unranked | campusintel-mcpmcp · other | Enables AI assistants to discover and explore university research, researchers, academic programs, and institutional data from OpenAlex and the U.S… | No signals yet | No one-command install · Source | |
| 342 | Unranked | anki-model-context-protocol-mcp-servermcp · back-end | Enables AI assistants to directly manage Anki flashcards, decks, notetypes, tags, and media, with support for batch operations, searches, and deck… | No signals yet | No one-command install · Source | |
| 343 | Unranked | result-analyzer-mcpmcp · back-end | MCP server for querying, validating, and analyzing student result data from a local database. | No signals yet | No one-command install · Source | |
| 344 | Unranked | college-tools-mcpmcp · database | Provides structured MCP tools for querying college database records, including student profiles, course details, enrollments, faculty teaching… | No signals yet | No one-command install · Source | |
| 345 | Unranked | student-management-mcp-prototypemcp · other | Provides simulated tools for querying student profiles, filtering attention lists, writing follow-up records, and generating class dashboards… | No signals yet | No one-command install · Source | |
| 346 | Unranked | classroom-mcpmcp · devops | Enables AI assistants to directly operate Google Classroom, including checking submissions, listing students, and creating assignments and… | No signals yet | No one-command install · Source | |
| 347 | Unranked | mcp-deadbugz-simulatormcp · auth | Simulates the Deadbugz MCP supply-chain attack for educational and research purposes, demonstrating a 3-call gate evasion where tool descriptions… | No signals yet | No one-command install · Source | |
| 348 | Unranked | wos-cnki-mcp-servermcp · auth | Enables AI agents to search and retrieve academic literature from Web of Science and CNKI, with support for institutional login/SSO. Can be deployed… | No signals yet | No one-command install · Source | |
| 349 | Unranked | dutic-mcpmcp · ai-agents | MCP server for the DUTIC virtual classroom (Moodle) at UNSA. Allows viewing tasks (including hidden ones), courses, resources, and downloading files… | No signals yet | No one-command install · Source | |
| 350 | Unranked | openedu-mcp-servermcp · back-end | MCP server that provides educational resources and curriculum planning by integrating Open Library, Wikipedia, Dictionary, and arXiv APIs with… | No signals yet | No one-command install · Source | |
| 351 | Unranked | wikicfp-mcpmcp · back-end | Read-only MCP server for WikiCFP that enables searching academic conferences, browsing categories, and retrieving call-for-papers details. | No signals yet | No one-command install · Source | |
| 352 | Unranked | schoolbridgemcp · observability | Connects Canvas LMS (and other school platforms) to AI agents, enabling them to monitor assignments, grades, announcements, and changes, then rank… | No signals yet | No one-command install · Source | |
| 353 | Unranked | overleaf-paper-mcpmcp · back-end | MCP server for managing academic LaTeX projects in Overleaf: create projects, transfer files, compile documents, inspect compiler output, and download… | No signals yet | No one-command install · Source | |
| 354 | Unranked | ai-student-developer-assistantmcp · back-end | This MCP server integrates GitHub issues, academic deadlines (LMS), and a personal task tracker to help AI assistants answer questions like 'What… | No signals yet | No one-command install · Source | |
| 355 | Unranked | labbenchmcp · devops | Enables Claude Code to browse coursework, manage user workspaces, run sandboxed tests, post hints, and assign new projects in LabBench. | No signals yet | No one-command install · Source | |
| 356 | Unranked | cnki-searchmcp · ai-agents | MCP server for searching Chinese academic literature from CNKI Space, returning metadata such as title, authors, year, and links, and retrieving… | No signals yet | No one-command install · Source | |
| 357 | Unranked | memora-mcpmcp · ai-agents | An interactive flashcard MCP App for Claude Desktop. Claude generates flashcards from your request or the conversation and renders them as an inline… | No signals yet | No one-command install · Source | |
| 358 | Unranked | crossref-mcpmcp · back-end | Enables retrieval of academic literature metadata via DOI or search using the Crossref REST API. | No signals yet | No one-command install · Source | |
| 359 | Unranked | n-vel-socioecon-mico-e-renda-estimadamcp · ai-agents | Enables AI agents to estimate a Brazilian individual's socioeconomic level and income from their CPF, based on income, occupation, and education… | No signals yet | No one-command install · Source | |
| 360 | Unranked | materials-project-mcp-from-scratchmcp · back-end | An educational MCP server that wraps the Materials Project API, exposing tools to search chemical systems, get material summaries, find semiconductors… | No signals yet | No one-command install · Source | |
| 361 | Unranked | stepik-courses-mcpmcp · back-end | Read-only MCP server that retrieves educational context from started Stepik courses, offering tools to list courses, explore structure, fetch text… | No signals yet | No one-command install · Source | |
| 362 | Unranked | ncert-mcpmcp · search | An MCP server that turns the entire NCERT/CBSE curriculum into queryable infrastructure, enabling semantic search, RAG explanations, question… | No signals yet | No one-command install · Source | |
| 363 | Unranked | university-course-catalog-mcp-server-2mcp · ai-agents | MCP server exposing a university course catalog with tools for searching courses, looking up prerequisites and instructors, and generating… | No signals yet | No one-command install · Source | |
| 364 | Unranked | stu-management-mcpmcp · observability | Local stdio MCP server that provides tools for calculating averages, evaluating scores into grades, and retrieving student names by student ID. It… | No signals yet | No one-command install · Source | |
| 365 | Unranked | omnisearch-mcpmcp · search | Enables LLM agents to search academic literature across multiple sources (IEEE, arXiv, ACM, Semantic Scholar, CORE, Scite, Consensus) and index/search… | No signals yet | No one-command install · Source | |
| 366 | Unranked | k12-lesson-toolkit-standards-servermcp · front-end | MCP standards server that grounds K-12 lesson plans by providing tools to look up standards, progressions, curriculum, misconceptions, and learning… | No signals yet | No one-command install · Source | |
| 367 | Unranked | priya-gautam-mcp-servermcp · back-end | Exposes Priya Gautam's professional profile (skills, projects, experience, education) via MCP tools and dynamic context retrieval. | No signals yet | No one-command install · Source | |
| 368 | Unranked | result-analyzer-mcp-2mcp · back-end | MCP server for querying student information, validating result data, and analyzing student results from a local database. | No signals yet | No one-command install · Source | |
| 369 | Unranked | teacher-mcpmcp · back-end | MCP server that authenticates as a teacher and provides tools for question management and lecture recording on the RuoYi platform. | No signals yet | No one-command install · Source | |
| 370 | Unranked | cookie-jar-mcpmcp · back-end | A playful, educational MCP server with tools like dice rolling, a cookie jar, and secret codes, built to teach the Model Context Protocol to… | No signals yet | No one-command install · Source | |
| 371 | Unranked | academic-research-intelligence-mcpmcp · search | Enables AI agents to search academic papers, analyze citations and authors, track trending research, and find semantically related work using free… | No signals yet | No one-command install · Source | |
| 372 | Unranked | studyos-mcp-servermcp · back-end | Enables Claude Web to import batches of educational problems into the StudyOS Problem Bank via the StudyOS Import API, with automatic retries and… | No signals yet | No one-command install · Source | |
| 373 | Unranked | dami-robot-mcp-servermcp · back-end | Connects to Moodle API to enable a voice robot to query student information such as attendance, homework, and scores, using read-only tools. | No signals yet | No one-command install · Source | |
| 374 | Unranked | japanese-learning-memorymcp · ai-agents | A local MCP server that helps you maintain a personal Japanese learning knowledge base, including vocabulary, confusion relations, mistakes, and… | No signals yet | No one-command install · Source | |
| 375 | Unranked | ai-school-mcpmcp · search | Enables MCP clients to search and read the free AI School curriculum, including 550+ tracks on AI engineering, governance, security, and applied AI by… | No signals yet | No one-command install · Source | |
| 376 | Unranked | klh-campus-assistantmcp · search | An MCP server for KLH University Hyderabad that provides tools for CGPA calculation, schedule conflict checking, study group and course search, club… | No signals yet | No one-command install · Source | |
| 377 | Unranked | knu-mcpmcp · back-end | Unofficial MCP server for Kangwon National University that provides academic calendar, cafeteria menus, notices, shuttle bus and city bus arrival… | No signals yet | No one-command install · Source | |
| 378 | Unranked | mcp-server-collageaimcp · back-end | Provides tools for querying student academic data such as subjects, marks, performance reports, timetable, exams, fees, events, holidays, and… | No signals yet | No one-command install · Source | |
| 379 | Unranked | pddikti-mcp-servermcp · back-end | Enables AI assistants to search and retrieve data from Indonesia's higher education database (PDDIKTI), including universities, lecturers, study… | No signals yet | No one-command install · Source | |
| 380 | Unranked | flashlearn-mcpmcp · back-end | An MCP server for the FlashLearnAI public API that enables AI-powered flashcard deck generation, browsing sets, SM-2 spaced-repetition study sessions… | No signals yet | No one-command install · Source | |
| 381 | Unranked | tcc-mcpmcp · back-end | MCP server for academic writing and review of Brazilian undergraduate theses (TCC) following ABNT standards. Enables article search, PDF reading… | No signals yet | No one-command install · Source | |
| 382 | Unranked | student-mcp-servermcp · back-end | Enables an AI assistant to help students by providing tools for math calculations, attendance tracking, marks analysis, reading PDF notes, searching… | No signals yet | No one-command install · Source | |
| 383 | Unranked | toddle-timetable-mcp-servermcp · back-end | MCP server that lets Claude look up a student's daily class schedule. It includes a built-in mock timetable and uses Streamable HTTP transport… | No signals yet | No one-command install · Source | |
| 384 | Unranked | 0pvalencia-academic-linter-mcpmcp · back-end | MCP server that lints academic documents (APA/structure) from Google Docs JSON, offering tools to check structure, compact headings, and find… | No signals yet | No one-command install · Source | |
| 385 | Unranked | academic-assistantmcp · github-vcs | MCP server that integrates GitHub, Brightspace, Outlook, and local files, enabling natural language queries for assignments, grades, emails, calendar… | No signals yet | No one-command install · Source | |
| 386 | Unranked | mcp-lab-workshop-servermcp · back-end | Enables real-time control of an interactive dashboard through MCP tools, allowing toggling features, updating stats, setting messages, and simulating… | No signals yet | No one-command install · Source | |
| 387 | Unranked | mcp-lab-workshop-server-2mcp · back-end | An educational MCP server that controls a live dashboard on Cloudflare Workers, enabling real-time toggling of features, updating stats, and setting… | No signals yet | No one-command install · Source | |
| 388 | Unranked | osiris-mcp-servermcp · back-end | Exposes Dutch university Osiris course catalogs as MCP tools, enabling search, retrieval, and exploration of course information across multiple… | No signals yet | No one-command install · Source | |
| 389 | Unranked | cogniledger-makurimcp · other | AI tutoring platform for immigrant children with EU-compliant privacy protections. | No signals yet | No one-command install · Source | |
| 390 | Unranked | cmucourses-connectormcp · other | Remote MCP connector providing live, structured access to CMU Courses public data including courses, prerequisites, schedules, instructors, gen-eds… | No signals yet | No one-command install · Source | |
| 391 | Unranked | paperpilotmcp · other | Enables to turn a research folder into a submission-ready academic paper, with stages for screening, venue selection, drafting, humanization, and… | No signals yet | No one-command install · Source | |
| 392 | Unranked | kirundi-brain-mcpmcp · ai-agents | A FastMCP server that serves as a local-first Kirundi study coach, with tools to manage lesson files, track learner profiles, and provide grounded… | No signals yet | No one-command install · Source | |
| 393 | Unranked | unsw-mcpmcp · back-end | MCP server for UNSW students to read Moodle, Ed, and official course outlines, including courses, assignments, grades, forums, and AI use policies… | No signals yet | No one-command install · Source | |
| 394 | Unranked | journal-search-mcpmcp · search | MCP server for searching and verifying academic journal PDFs. It uses Tavily search and Gemini Flash Lite to analyze PDF content and return structured… | No signals yet | No one-command install · Source | |
| 395 | Unranked | mcp-stateless-examplesmcp · back-end | Educational MCP server demonstrating the 2026-07-28 stateless protocol with raw Starlette, no SDK, featuring tools, request state handles, MRTR… | No signals yet | No one-command install · Source | |
| 396 | Unranked | urban-edc-mcpmcp · back-end | Federated MCP server that routes K-12 education data requests to public sources like Urban Institute, EDC/Zelma, NAEP, and MA E2C, handling… | No signals yet | No one-command install · Source | |
| 397 | Unranked | nexla-ai-agentmcp · ai-agents | Enables natural language question answering over academic PDFs with grounded answers, exact source attribution, and explicit uncertainty handling. | No signals yet | No one-command install · Source | |
| 398 | Unranked | chosun-mcpmcp · back-end | MCP server for querying Chosun University portal, CLC/e-Class, and OJ systems, providing tools to access academic information, timetables, notices… | No signals yet | No one-command install · Source | |
| 399 | Unranked | upv-mcpmcp · back-end | A local MCP server that exposes your UPV academic calendar and PoliformaT data to MCP clients, enabling natural language queries for classes… | No signals yet | No one-command install · Source | |
| 400 | Unranked | mcp-acad-micomcp · other | Assists in writing academic papers by extracting, organizing, and referencing scientific PDFs with ABNT formatting. | No signals yet | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.