Browse 25,941 community-built MCP servers
A comprehensive community-driven directory and aggregator of Model Context Protocol (MCP) implementations, featuring official and community servers across dozens of categories.
A specialized MCP server that allows Claude and Cursor to explore, summarize, and understand any OpenAPI specification via oapis.org.
Agentic Radar is a security scanner for AI agent workflows that enables developers to visualize architectures, detect MCP servers, identify tool-based vulnerabilities, and perform adversarial testing.
A comprehensive GitLab MCP server that enables AI models to interact with GitLab's API, supporting projects, merge requests, issues, pipelines, wikis, and milestones with multi-user OAuth and personal access token support.
A suite of MCP servers designed to interact with Neo4j graph databases, enabling natural language Cypher queries, knowledge graph memory storage, Aura cloud management, and interactive data modeling.
A robust MCP server that integrates browser-use and Playwright to provide AI assistants with real-time web automation, deep research capabilities, and a machine-learned skill system for efficient web interaction.
A comprehensive MCP server for interacting with the Notion API, allowing LLMs to search, read, create, and modify pages, databases, blocks, and comments while optimizing token usage via experimental Markdown conversion.
Real-time interaction with Jupyter Notebooks, allowing AI to edit, document and execute code for data analysis, visualization etc. Compatible with any Jupyter deployment (local, JupyterHub, ...).
A comprehensive platform for building and managing AI agents via a no-code visual builder or a TypeScript SDK with full 2-way synchronization. It supports multi-agent workflows, observability, and integration with the Model Context Protocol (MCP).
A highly extensible and secure MCP server that allows developers to add capabilities using sandboxed WebAssembly plugins written in any language.
A fast and secure MCP server that dynamically extends its capabilities by running WebAssembly (Wasm) plugins from OCI registries or local files. It provides a sandboxed environment for AI tools with support for stdio, SSE, and streamable-http protocols.
A laboratory and experimentation hub for integrating Azure API Management (APIM) with the Model Context Protocol (MCP) to manage AI tools, credential authorization, and security for Large Language Models.
A fast and secure MCP server that allows users to extend AI capabilities by loading and running WebAssembly plugins from OCI registries, local files, or remote URLs.
A centralized MCP server for managing multi-project memory banks, providing remote access to file-based state and context for AI assistants.
A minimalistic MCP client with a good feature set.
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
A structured reasoning server that helps users break down complex problems into methodical, sequential thinking stages with metadata tracking and progress visualization.
A robust, modular Go framework designed for building production-grade backend applications with built-in support for observability and dependency injection.
A declarative framework that turns Markdown files and CLI tools into shareable LLM applications and MCP-compatible services. It allows users to define tools like SQL clients, grep, or curl directly in Markdown frontmatter to create modular AI agents.
The official MCP server for SEED Design documentation, providing structured access to design system specifications and library documentation.
Golf is a production-ready framework for building and scaling MCP servers with built-in support for enterprise authentication, OpenTelemetry, and automatic tool discovery.
A security-oriented runtime that enables AI agents to dynamically load and execute WebAssembly components as tools within a secure Wasmtime sandbox.
A unified context engineering infrastructure that provides secure, OAuth-managed MCP connections to 38+ services like GitHub, Slack, and Notion via a single endpoint.
(PHP) - Core PHP implementation for the Model Context Protocol (MCP) server
An MCP server that enables AI agents to control web browsers using the browser-use framework, supporting OpenAI's GPT-4o for navigation and task execution.
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A self-hosted registry and gateway that centralizes management for multiple MCP servers, allowing organizations to control tool access, monitor interactions, and provide a single endpoint for AI agents.
A design reference project for a compliant, modern Bank API that exposes its OpenAPI operations as tools via the Model Context Protocol.
An MCP server that enables AI models to interact with Microsoft Excel files, supporting reading/writing text and formulas, cell styling, sheet management, and visual screen captures on Windows.
VectorCode is a repository indexing tool that uses semantic search and chunking to provide task-relevant code context to LLMs, reducing hallucinations in coding tasks.