957 servers in this category
MCPpedia tracks 957 education MCP servers. 226 of them score at least 50 out of 100, and 126 clear 70 - about 13% of what has been published in this space. The remaining 731 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
io.github.mims-harvard/tooluniverse leads the list at 96/100. io.github.amos689/paper-preflight (93) and Arxiv MCP Server (91) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency - how much of your context window the tool definitions consume before you have asked anything.
4 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. 1 currently carry an open CVE; those are flagged on the server's own page with the advisory and its severity.
Also see: Best Education MCP servers, Productivity, Developer Tools, Data, Finance
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2,700+ scientific tools for AI scientists: life science, research, literature, and more.
Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
Free scholarly paper and DOI discovery via Crossref. Self-service registration; no invitation.
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
AlphaPortal school-bus transportation for Claude — students, stops, live bus location, notifications
RS3 Grand Exchange prices, item lookup, player hiscores, and RuneScape Wiki content
Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
MCP server for Altmetric APIs - track research attention across news, policy, social media, and more
SchoolPass for Claude — students, arrival/dismissal calendar, pickup changes, and school info
ScholarMCP - An academic research MCP server with comprehensive literature search, PDF ingestion, and citation management tools. Integrates with Google Scholar, OpenAlex, Crossref, and Semantic Scholar for automated research workflows.
MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
Search, read, annotate, and add to your Zotero research library, local or web.
ESG knowledge base for AI agents: hybrid search, glossary, frameworks, industries, graph traversal.
Search the Wikibooks Cookbook, read a recipe and rescale it to any number of servings.
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
Canvas LMS integration for students and educators with optional privacy controls
255 RF & electronics calculators + 13 simulation tools for AI agents.