Scanpy-MCP
A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis using the Scanpy library.
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Symbolic Algebra MCP Server
Perform symbolic mathematics and computer algebra using the SymPy library.
Playwright Server
A server for browser automation using the Playwright library.
Substack
Integrates with Substack newsletters to retrieve posts, access content, search within publications, and get author information through the Substack API library.
Integrates with Twitter to enable search, timeline viewing, tweet posting, and direct messaging capabilities through the Twikit library with built-in rate…
Oracle Database
Provides secure, read-only access to Oracle databases through Python's oracledb library, enabling database schema exploration and SQL query execution without…
QR Codes
This client implementation allows users to retrieve the latest proxy nodes and generate QR codes for them. It utilizes the Model Context Protocol SDK and the…
Crml Code
# CRML — Cyber Risk Modeling Language <br> <a href="https://www.producthunt.com/products/crml?embed=true&utm_source=badge-featured&utm_medium=badge&…
Quantum Code Validator
A server for validating quantum computing library code, with support for PennyLane.
YFinance Trader
Provides stock market data and trading capabilities using the yfinance library.
Figma → Vue Design System
A Vue 3 component library with automated design token synchronization from Figma.
CodeFundi
The Codebase Map for AI Agents, Teams and Applications. Query patterns, logic, and the blast radius of every change across your indexed library, or from…
PydanticRPC
A Python library for building gRPC/ConnectRPC services with Pydantic models, featuring automatic protobuf generation and AI assistant tool exposure.
Context
Local-first documentation for AI agents. Indexes docs from any git repo into SQLite for offline, instant, private access to up-to-date library documentation.
Tree-Hugger-JS
Analyze and transform JavaScript/TypeScript code using the tree-hugger-js library.
AppointySaastak UI Components
Provides a resource-based interface for accessing and utilizing UI components from the AppointySaastak library, serving login interface templates with…
Shell MCP Server
# Shell MCP Server A Model Context Protocol server that provides shell command execution capabilities. This server enables LLMs to execute shell commands and…
API Auto MCP Server
# API Auto MCP Server [中文文档](./docs/README.zh-CN.md) API Auto MCP Server is a MCP Server **auto generate tool** by your server's OpenAPI specification. It…
MCP API Server Template
# MCP API Server Template API 통합을 위한 MCP 서버 템플릿입니다. AI를 활용하여 외부 API를 쉽게 MCP 서버로 래핑할 수 있습니다. ## 특징 * AI를 활용한 자동 API 통합 * 명령줄 인자를 통한 설정 관리 * Docker 지원 * 상세한 가이드…
🔐 get-mcp-keys
A lightweight utility that securely loads API keys for Cursor MCP servers from your home directory, preventing accidental exposure of secrets in repositories…
mcp-vscode-template
mcp-vscode-template is a template for building MCP servers that run inside VS Code Agent. It is designed for offensive security use cases, specifically…
SSH Key Exfiltration via MCP Tool Poisoning
This repository demonstrates a security vulnerability in MCP (Model Context Protocol ) servers that allows for remote code execution and data exfiltration…
Debug MCP Server in VSCode
Create sample MCP server and able to debug in VSCode
create-mcp-server
A specialized MCP server that helps create new MCP server scaffolds. It streamlines the process of creating new Model Context Protocol (MCP) servers by…