MCP.science: Open Source MCP Servers for Scientific Research 🔍📚
A collection of open-source MCP servers designed for scientific research applications.
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roo-mcp-server
Roo MCP Server - Real-world automation for web scraping and browser control
Supabase
Supabase is an open source Firebase alternative built around Postgres, auth, storage, edge functions, and project tooling. Its remote MCP server connects…
Advanced MCP Agent Streamlit App
using different mcp servers to automate the tasks
Iteratools
30+ pay-per-use API tools for AI agents via MCP: image generation (Flux 1.1 Pro), web scraping, browser automation (Playwright), TTS, PDF, QR code, weather…
Testrail Mcp Server
AI-native MCP server connecting Claude, Cursor, Windsurf, and other AI assistants to TestRail — manage test cases, runs, and results through natural-language…
Dify Agent Mcp Sse
An agent that supports Function Calling and ReAct for the MCP protocol via HTTP with SSE or Streamable HTTP transport.
RabbitMQ Mcp Go
A Go implementation of Model Control Protocol (MCP) server for RabbitMQ integration
Agy Bridge
MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpose-built tools, model routing with fallback, session continuity, and…
Yoyo
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Scrapeless
Integrate real-time [Scrapeless](https://www.scrapeless.com/en) Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM…
Tauri MCP Server
Build, test, and debug mobile and desktop apps with the Tauri framework faster with automated UI interaction, screenshots, DOM state, and console logs from…
Crawler For Llm
高等级的免费爬虫MCP, 完全 Markdown 化支持，支持微信公众号等一大批国内网站。A powerful web crawler designed specifically for LLM applications, capable of extracting clean, readable content…
MCP-CLIENT-BROSWER
TypeScript SDK for using large language models with an MCP server directly in the browser, powered by Cherry Studio's prompt templates.
Mindswap
Local-first AI context and memory server for cross-tool coding continuity. MindSwap helps coding agents and developers persist project context, search prior…
Jupyter Notebook
Integrates Jupyter notebooks with MCP to enable code execution, content manipulation, and interactive data exploration within notebook environments.
Concurrent Browser Mcp
A concurrent browser MCP server that supports multiple parallel browser instances.
Skills-ContextManager
Don’t pollute your AI agent’s context with 1,000 skills. Use Skills-ContextManager, a self-hosted web UI for managing AI skills and workflows by providing…
Intelligent Form Collection Server
An intelligent form collection server for conflict mediation, integrating with large model platforms like Cursor and Dify via the MCP protocol.
Hayhooks
Deploy and serve Haystack pipelines as REST APIs, MCP Tools, and OpenAI-compatible chat completion backends.
启动方式
启动方式是一个基于Model Context Protocol (MCP) 的简单服务器，通过标准输入输出获取当前系统时间。它适用于需要在MCP生态中快速获取时间的场景。
MCP Tools Project
Python-based MCP toolset with Echo server for testing and Browser Automation server using browser-use and LangChain for AI-driven web interactions
E14Z - Universal MCP Runtime
E14Z - AI Tool Discovery Platform. The npm for AI agents to discover and connect to MCP servers.
Baserow MCP Server
MCP server for Baserow API integration - Enable AI assistants to interact with Baserow databases