Browse 26,523 community-built MCP servers
An MCP server for automated Python code quality analysis that integrates pylint, pytest, and mypy to provide AI assistants with structured feedback and repair suggestions.
An MCP tool server that provides stateful, TUI-compatible terminal sessions.
MCP (Model Context Protocol) Server. Enables AI to manipulate Adobe Illustrator documents with tools for text styling, image placement, shape drawing, and element organization through ExtendScript communication
A gateway server that provides access to Alibaba Cloud OpenSearch specialized services, including AI Search and Vector Search capabilities for AI agents.
IP Geolocation MCP server using IP2Location.io API to ease the query of geolocation information.
The Architecture Review Agent is an open-source AI agent sample that reviews software architectures and generates interactive diagrams automatically.
A specialized MCP server for generating AI podcasts and FlowSpeech audio, featuring multi-speaker management, text/URL content conversion, and subscription credit tracking.
An MCP to write and execute MATLAB scripts, maintain workspace context between MCP calls, visualize plots, and perform section-by-section analysis of MATLAB code with full access to MATLAB's computational capabilities.
A robust MCP server designed to help LLMs manage large-scale data by splitting JSON files into smaller chunks or merging multiple JSON files into a single consolidated output.
Open-source agentic schema for reliable data outputs. Query data through MCP and via our SDK. Create apps, embed data or just simply explore through your preferred agent.
Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.
Markdown To PDF Conversion MCP
MCP (Model Context Protocol) Server. Enables sending rich, interactive message templates to Kakao Talk users with OAuth2 authentication for notification workflows, content sharing, and social engagement.
MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.
Cashfree Payments official MCP server.
A Model Context Protocol server that integrates with Kibela, allowing AI assistants to search, read, create, and update organizational notes and documentation.
MCP (Model Context Protocol) Server. Enables natural language search for Dart and Flutter packages on pub.dev, providing detailed package information, scores, and metrics through conversational queries.
Gasoline MCP is an AI Debugger, Inspector, and Observability toolkit. It acts as Chrome DevTools for AI Agents using the Model Context Protocol (MCP).
An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.
MCP (Model Context Protocol) Server. Provides API security testing tools for authentication testing, SQL injection detection, data leakage analysis, and vulnerability scanning with detailed severity ratings and remediation recommendations.
A specialized MCP server for managing Novita AI GPU cloud resources, enabling the creation, monitoring, and control of GPU instances and storage directly through AI assistants.
A comprehensive MCP server that enables AI assistants to search, browse, and retrieve metadata and images from Google Photos, featuring content-based filtering and approximate location extraction.
A robust MCP server that provides a containerized Kali Linux environment, enabling AI assistants to perform security audits, network reconnaissance, and penetration testing through a validated command interface.
Comprehensive MCP server for real-time NPM package intelligence, providing tools for security scanning, dependency analysis, bundle size tracking, and quality metrics to enhance package management decisions.
A Model Context Protocol server that enables remote file management via FTP and FTPS, allowing for directory listing, file transfers, and folder manipulation through natural language.
MCP (Model Context Protocol) Server. Measures network performance metrics including download speed, upload speed, latency, and jitter through configurable test endpoints that adapt to different testing scenarios and environments.
A text-to-image generation server for Claude that utilizes Google's Gemini 2.5 Flash API to create, edit, compose, and style images with automatic file saving.
MCP (Model Context Protocol) Server. Fetches and categorizes Magic UI components from GitHub, providing a standardized way for developers to discover and integrate pre-built UI elements with local caching and automatic categorization.
A production-ready MCP server integrating Cisco's Support APIs, providing comprehensive access to bug databases, case management, PSIRT security data, product lifecycle (EoX), and RMA tracking.
A robust bridge that integrates Kubernetes cluster management into AI assistants, allowing users to query resources, execute kubectl/helm commands, and diagnose workloads using natural language.