Browse 32,936 community-built MCP servers
A specialized MCP server for interacting with Vanta's security compliance platform, providing tools to monitor automated tests, manage security controls, track risk scenarios, and access audit evidence across various compliance frameworks.
Professional MCP server providing ML-powered author disambiguation and comprehensive researcher profiles using the OpenAlex database.
A multi-database MCP server that enables AI clients to query PostgreSQL, MySQL, and ClickHouse databases directly.
A toolset for developers to generate and manage Framer plugins integrated with Web3 functionalities like wallet connections and NFT displays.
MCP (Model Context Protocol) Server. Enables creation and manipulation of Microsoft PowerPoint presentations through natural language, offering tools for managing slides, shapes, charts, and tables with styling and visualization capabilities.
A specialized MCP server that injects a JavaScript debugger into Claude Desktop to enable granular auto-approval and auto-blocking of tools from other MCP servers.
A secure Python runtime environment that executes code in isolated Docker containers with persistent workspace sessions and automatic artifact management.
Entity resolution toolkit — deduplicate, match records, golden records, PPRL
MCP Server for OPNSense Firewall Management and API access
A demonstration of connecting Google's Agent Development Kit (ADK) with the Model Context Protocol to enable YouTube search capabilities for local Gemma 3 models via Ollama.
A robust MCP server for Dropbox integration that enables comprehensive file management, searching, and sharing capabilities within cloud storage workflows.
A stateful shell MCP server that enables persistent terminal sessions and SSH support, allowing AI assistants to maintain context across commands and perform file transfers between local and remote systems.
Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.
MCP (Model Context Protocol) Server. Integrates with Notion's API to enable document management, knowledge base interactions, and project tracking tasks.
A comprehensive SSH management server for MCP that enables AI assistants to execute remote commands, manage files, conduct database operations, and monitor server health across multiple connections.
MCP (Model Context Protocol) Server. Provides persistent conversation history, semantic search, and API-level caching for Gemini models to optimize token usage and reduce costs.
: A secure, multi-tenant and Multi-user MCP python server framework built to integrate easily with external services via OAuth 2.1, offering scalable and robust solutions for managing complex AI applications.
A Model Context Protocol server that enables interaction with Microsoft Outlook for macOS via AppleScript, allowing LLMs to manage emails, calendar events, and contacts.
A bridge between Dash (macOS offline API browser) and Claude, enabling instant, private, and version-specific documentation searches across 200+ API sets with project-aware intelligence.
MCP (Model Context Protocol) Server. Kubernetes management tool that connects to clusters to list, analyze, and manipulate pods, execute container commands, and retrieve logs directly through conversation interfaces.
MCP (Model Context Protocol) Server. Enables direct interaction with PyMOL molecular visualization software for executing commands, manipulating structures, and analyzing molecular data through a socket connection that translates natural language to PyMOL-compatible Python code.
A comprehensive MCP server for managing AI prompts and context windows, featuring AI-powered optimization, semantic analysis, and template management using Gemini 2.0.
A comprehensive MCP toolkit that empowers LLMs with Figma integration, command-line execution, audio processing, semantic memory storage, and web search capabilities.
A comprehensive MCP server for managing Google Contacts and Workspace directories, enabling AI assistants to search, create, update, and delete personal contacts and organizational users.
OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.
A mobile security testing MCP server that exposes Frida's dynamic instrumentation capabilities on rooted Android devices, allowing remote process manipulation and script execution via HTTP.
MCP (Model Context Protocol) Server. Python-based framework for connecting Claude and other LLMs to executable Python code through User Defined Functions, enabling data scientists to extend their models with custom Python capabilities.
A comprehensive MCP server for the Wealthy trading platform that allows users to execute trades, manage portfolios, and source market research through natural language interfaces in Claude or Cursor.
MCP (Model Context Protocol) Server. Integrates with Rhino/Grasshopper 3D modeling software to enable parametric design and geometric analysis through natural language commands for architects, designers, and engineers.
Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code reviews, and implementation planning.