io.github.mims-harvard/tooluniverse
2,700+ scientific tools for AI scientists: life science, research, literature, and more.
1,204 servers
2,700+ scientific tools for AI scientists: life science, research, literature, and more.
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.
Recall and calibrate policy-compliant tool-call arguments before execution. Does not run the tool.
For borrowers: payments on every federal plan, RAP to PSLF. Free login, 5 questions, no credit card
Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.
On This Day MCP — wraps byabbe.se/on-this-day (free, no auth)
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
Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes
Literature search, GB/T 7714/APA citations and BibTeX via Crossref, OpenAlex, Semantic Scholar.
Multi-provider research MCP server: unified web search, fact-checking, personal knowledge base.
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.
AlphaPortal school-bus transportation for Claude — students, stops, live bus location, notifications
Student-focused Canvas LMS: 237 tools for grades, deadlines, planning, submissions and study plans.
Semantic Scholar Academic Graph MCP.
Study and manage Anki flashcards via AnkiConnect: quizzes, stats, leeches, bulk edits.
Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.
Maintained, agent-readable knowledge bases with calibrated search and provenance. Pro key adds XL.