555 servers in this category
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
🚀 Manage CTFd challenges effortlessly with this MCP server, enabling users to list, control, and submit flags in dynamic Docker instances.
Python toolkit for reproducible science. CLI commands, 371+ MCP tools, built-in skills. From raw data to manuscript — with reproducibility verification. For AI and human researchers.
ABACUS, an open-source DFT-based simulation platform, is supported by an MCP server that provides a structured communication interface for submitting, managing, and executing tasks.
A MCP for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
A curated list of awesome MCP (Model Context Protocol) tools, platforms, and services for enterprises.
Scraps is a portable CLI knowledge hub for managing interconnected Markdown documentation with Wiki-link notation.
MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.
Minimal Python MCP server demo for AI Tour: tracks expenses in CSV, exposes them as a resource, and runs in VS Code with GitHub Copilot Chat; includes docs and presenter guides.
Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). Intent-to-tool routing, safe defaults, multi-agent.
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
Model Context Protocol (MCP) server for AI-powered reservoir engineering calculations. Integrates pyResToolbox with Claude AI for PVT analysis, well performance, simulation support, and more. 47 production-ready tools using industry-standard correlations.
1000+ scientific tools for AI scientists: life science, reserach, literature, and more.
A list of open-source AI projects you can use to generate income easily.
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
AI-powered biblical research tools — lexicons, morphology, manuscripts, and more.
Agent integration with the Northwestern University Libraries Digital Collections API
🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.
Example of integrating MCP with openai chat completions to use tools from MCP server.