Browse 26,203 community-built MCP servers
A version-controlled, AI-assisted workflow for managing Unreal Engine UMG assets. It allows programmatic manipulation of UI via JSON, enabling robust Git version control and automated UI generation.
Integrates with SAP's knowledge base using passport certificate authentication and Playwright automation to search and retrieve SAP Notes and technical articles.
A semantic retrieval server that vectorizes local text and markdown files into a FAISS index for high-performance question answering and information retrieval.
MCP (Model Context Protocol) Server. Serverless RAG implementation using FastAPI that provides flexible file upload, processing, and tool integration capabilities with a modular server architecture for dynamic resource management.
MCP (Model Context Protocol) Server. Provides a lightweight SQLite-based storage solution, supporting basic CRUD operations for small to medium-scale projects.
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak
Autonomous offensive security platform — 6-container Docker stack, real-time web dashboard, AI-driven 9-phase attack pipeline, 35+ tools. Multi-provider AI (OpenAI, Anthropic, Ollama, Grok) with MCP tool server, nftables VPN kill switch, Metasploit RPC, KasmVNC remote browser, and pre-built VM images. For authorized red team ops.
An enhanced Neo4j-based knowledge graph memory server that provides temporally-aware entity relationship tracking and asynchronous parallel memory processing.
MCP (Model Context Protocol) Server. Integrates with Better-Auth to simplify authentication processes.
A comprehensive MCP server for managing and exploring Navidrome music libraries, featuring AI-powered playlist creation, global radio discovery, and synchronized lyrics integration.
WayStation is a universal remote MCP server that acts as a no-code hub to connect AI clients like Claude to a wide range of productivity tools including Notion, Jira, Slack, and Google Drive.
A comprehensive MCP server providing tools to search, retrieve, compare, and analyze clinical trial data from the official ClinicalTrials.gov API v2, including patient eligibility matching and trend analysis.
A secure shell command execution server that allows AI models to interact with local systems through a controlled environment with command blacklisting and validation.
A Model Context Protocol server that interfaces with the local TaskWarrior CLI to manage tasks, allowing AI models to view, add, and complete items in your personal productivity workflow.
A comprehensive MCP server that bridges WhatsApp Web with AI models, enabling automated messaging, media handling, contact management, and group chat administration through standardized protocol interfaces.
This MCP server lets LLMs to interact with the ShaderToy API, allowing LLMs to learn from compute shaders examples and enabling them to create complex GLSL shaders that they are previously not capable of.
A comprehensive MCP server designed for frontend developers to automate Figma-to-code conversion, API integration, and project standardization using design token extraction and visual similarity validation.
MCP server to run locally with Anki and Ankiconnect. Supports creating, updating, searching and filtering cards and decks. Include mass update and other advanced tools.
A high-performance proxy and centralized registry for managing multiple Model Context Protocol (MCP) servers with support for SSE and Streamable transport.
The MCP framework. Connect your data to your agents.
This server enables LLMs to inspect database schemas and execute queries on the provided Kuzu graph database. See blog) for a debugging use case.
A powerful MCP server for fetching web content and transforming it into various formats including HTML, JSON, Markdown, and plain text using JSDOM and Turndown.
- MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL
A specialized MCP server for Kong Konnect that enables AI assistants to manage API gateway configurations, query traffic analytics, and monitor control plane health.
A vision-enabled MCP server that provides image analysis capabilities to non-visual models using GLM-4.6V, DeepSeek-OCR, Qwen3-VL, and Doubao models.
A framework and MCP server that standardizes LLM prompt enhancement through a composable decorator system, allowing users to control AI behavior with annotations like +++Reasoning or +++OutputFormat.
A FastMCP server that enables image generation by connecting to a remote ComfyUI instance, allowing users to trigger workflows and optionally enhance prompts via Ollama.
A frontend development middleware for Webpack and Vite that provides visual proxy management, data mocking with Faker integration, and MCP support for AI-assisted coding.
An MCP server that provides Apple's IndexStoreDB capabilities to AI agents, enabling precise code navigation and refactoring by locating function call sites and definitions in iOS/macOS projects.
A Model Context Protocol server that enables LLMs to interact with ActivityWatch time tracking data, allowing for complex AQL queries and time usage analysis.