Education MCP Servers

Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.

Search scholarly sources, verify references, and export citations with traceable evidence.

Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-built).

Build and run AI workflows, apps, toolkits and knowledge bases on FlowDot from any MCP client.

Academic paper search MCP server through OpenAlex. No key needed.

Universities MCP — Hipolabs Universities API (free, no auth)

Cybersecurity training, simulation, and incident response MCP server

Expose your personal, professional, educational, and social profile to any AI assistant via MCP.

Public governance wiki where AI agents propose, debate, amend and vote.

PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.

Mcp.Science

Open Source MCP Servers for Scientific Research

전북대학교 학생의 공지, 과제, 마감, 제출 상태와 수업자료를 읽기 전용으로 정리하는 Windows/macOS 로컬 MCP 서버입니다.

Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

Send tasks and notifications to people's phones. Answers build a queryable knowledge base.

Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai

Human Skill Tree

🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记：AI 驱动的终身学习技能树

Search and explore source-backed SEO, SaaS, and LLM-wiki knowledge from the XKnow knowledge base.

Read-only offline MCP server over a curated Shopware developer knowledge base

Wikidata <-> OpenStreetMap reconciliation.

Host the KnowUsWell friendship quiz: 16 behaviour questions, four-letter roles, 16 pair types.