Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 201 | Unranked | mcp-uji-academic-servermcp · back-end | Enables querying academic data from Universitat Jaume I, including subjects, degrees, locations, and schedules, via MCP-compatible clients. | No signals yet | No one-command install · Source | |
| 202 | Unranked | openarchives-gr-mcp-servermcp · back-end | MCP server for searching and retrieving Greek academic documents, theses, articles, and scholarly content from OpenArchives.gr. | No signals yet | No one-command install · Source | |
| 203 | Unranked | arxiv-research-mcp-servermcp · back-end | Enables natural language search and analysis of arXiv academic papers with AI-powered relevance ranking, full-text extraction, and support for… | No signals yet | No one-command install · Source | |
| 204 | Unranked | model-context-protocol-mcp-servermcp · back-end | A basic Python implementation of a Model Context Protocol server for educational purposes, using FastAPI and WebSockets. | No signals yet | No one-command install · Source | |
| 205 | Unranked | arxiv-semantic-scholar-mcp-servermcp · back-end | Enables searching academic papers, exploring citation graphs, and discovering related research via ArXiv and Semantic Scholar APIs. | No signals yet | No commit datelisted | No one-command install · Source |
| 206 | Unranked | axial-coachmcp · back-end | MCP server that exposes a student's cognitive profile as read-only tools for Sauna, enabling proactive coaching with gamified quests and holistic… | No signals yet | No commit datelisted | No one-command install · Source |
| 207 | Unranked | classcraftmcpmcp · back-end | An MCP server for creating and validating lesson plans based on the 2022 revised Korean middle school math curriculum, providing context, validation… | No signals yet | No commit datelisted | No one-command install · Source |
| 208 | Unranked | hitesh34745-eduaimcp · back-end | Educational AI platform MCP server with dual-model LLM routing and FastAPI HTTP/SSE transport. | No signals yet | No commit datelisted | No one-command install · Source |
| 209 | Unranked | iit-roorkee-academics-mcpmcp · back-end | Enables interaction with the IIT Roorkee Academics portal through MCP tools for authentication, academic data retrieval (fee, grades, transcripts)… | No signals yet | No commit datelisted | No one-command install · Source |
| 210 | Unranked | kegg-databaseskill · back-end | Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For… | No signals yet | No commit datelisted | armory install kegg-database --cli claude |
| 211 | Unranked | nexgendata-academic-researchmcp · back-end | Search academic papers and scholarly literature through Apify's web scraping infrastructure. | No signals yet | No commit datelisted | No one-command install · Source |
| 212 | Unranked | quiz-videomcp · back-end | Creates and manages AI-generated quizzes, flashcard decks, and educational videos through a hosted MCP endpoint. | No signals yet | No commit datelisted | No one-command install · Source |
| 213 | Unranked | reviewerzeromcp · back-end | An MCP server for auditing LaTeX citations and numeric claims in academic papers, verifying numerical values against resolved full-text sources. | No signals yet | No commit datelisted | No one-command install · Source |
| 214 | Unranked | studentmanagementmcp-servermcp · back-end | MCP server for student management with CRUD operations, supporting user authentication and student record management. | No signals yet | No commit datelisted | 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.