io.github.mims-harvard/tooluniverse
2,500+ scientific tools for AI scientists: life science, research, literature, and more.
785 servers
2,500+ scientific tools for AI scientists: life science, research, literature, and more.
Free scholarly paper and DOI discovery via Crossref. Self-service registration; no invitation.
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.
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
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 Altmetric APIs - track research attention across news, policy, social media, and more
Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes
AlphaPortal school-bus transportation for Claude — students, stops, live bus location, notifications
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
Search the Wikibooks Cookbook, read a recipe and rescale it to any number of servings.
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
SchoolPass for Claude — students, arrival/dismissal calendar, pickup changes, and school info
MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
TibiaWiki knowledge base: attribute queries over creatures, items, NPCs, quests and spells
Canvas LMS integration for students and educators with optional privacy controls
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
AI-assisted English lexical records. Stored-only batch lookup; coverage and quality vary.
Educational dermatology knowledge and mole tracking. No credentials needed. Not a medical device.
Free, keyless federal student-loan math: RAP, IBR, ICR, PSLF. Logged+cited tier: verified-engine
Search, read, annotate, and add to your Zotero research library, local or web.