MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
MCP server for the Reactome pathway database — search, lookup, hierarchy traversal, SBML/SBGN export, and gene-set pathway-enrichment analysis for any MCP-capable coding agent.
PythonMITFew starsNo key
PythonMIT★ 2Few starsNo key
MCP server for Aspen Plus v15. 85 tools for process simulation via COM automation.
PythonMIT★ 1Few starsNo key
An MCP server wrapped around Cantera to facilitate use by an LLM
PythonMIT★ 5No key
LLM 数据分析工作台：上传数据集自动完成清洗、统计分析、可视化与报告；受控工具集 + 只读 SQL（SQLite / PostgreSQL）· MCP 数据面 · Plotly + ECharts 双引擎 · FastAPI + React 全流程界面，本地 / Docker / 云端可部署
PythonMIT★ 2Few starsNo key
Universal web development operations MCP server for modern frontend frameworks, build tools, and dev workflows.
PythonMIT★ 2Few starsNo key
MCP server for Mattermost — let Claude, Cursor, and other AI assistants work with channels, messages, and files
PythonMIT★ 49No key
PythonMIT★ 5No key
MCP server for Spline.design 3D scene orchestration
PythonBSD-3-Clause★ 4Few starsNo key
NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.
PythonMIT★ 238No key
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
PythonMIT★ 828No key
Draw chemistry from chat: names or SMILES → publication-ready 2D structures, reaction schemes and curved-arrow mechanisms. PNG/SVG rendered offline with RDKit. MCP server for Claude Desktop (unofficia
PythonApache-2.0★ 24No key
MCP server exposing 58 tools for Loom's GraphQL API. Works with Claude, Cursor, or any MCP client.
PythonMIT★ 13No key
FastMCP 3.1+ Model Context Protocol (MCP) server & SOTA React webapp dashboard for Substack newsletter feeds, draft staging, local LLM assistance, and analytics.
PythonMIT★ 1Few starsNo key
A Model Context Protocol (MCP) server for Slack integration with comprehensive Block Kit support
PythonMIT★ 3Few starsNo key
MCP server that scaffolds full-stack projects (FastAPI + React/HTMX) with Docker, CI/CD, and database config
PythonMITFew starsNo key
MCP server for LinkedIn Company Page management via the official Community Management API. Post, comment, react, and track analytics — all through MCP.
PythonMIT★ 2Few starsNo key
🔧 Compose Model Context Protocol (MCP) servers with management capabilities, REST API, and Web UI — Similar to Docker Compose
PythonBSD-3-Clause★ 12No key
🧰 AI百宝箱 — a modular Gen-AI suite: 🤖 agent with tool use & MCP, 💬 multimodal chat, 📝 text processing, 🧠 deep reasoning, 👀 vision, 🎨 image generation & editing. FastAPI + React + AG-UI (SSE), pow
PythonMIT★ 2Few starsNo key
A highly configurable, self-evolving AI Agent operating system with plugin pipeline, multi-layer memory, hot‑reload, and MCP support. Built on FastAPI & React.高度可配置、自进化的智能体操作系统，支持插件化管道、多层记忆、热替换和 MCP 协
PythonApache-2.0★ 7No key
MCP 矿权日报 Agent：3 个 MCP server + ReAct 编排，一句话生成带引用的矿业日报（docker-compose 一键运行）
PythonMIT★ 1Few starsNo key
Semantic component system built for AI-driven UI generation. 101 curated components, dual React/Python surface, live MCP server. The deterministic layer behind Blueprint Maker.
PythonApache-2.0★ 1Few starsNo key
Maximum-control MCP server for DaVinci Resolve Studio — 227 tools, AI-enhanced workflows, Claude Code skills, and domain agents.
PythonMIT★ 3Few starsNo key
Who stands behind it
