Browse 26,056 community-built MCP servers
🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.
MCP (Model Context Protocol) Server. Combines DeepSeek's analysis with multiple response models to enhance AI conversation quality through structured two-stage reasoning.
A lightweight agent orchestration dev tool that manages repo-level context through a git-native memory system of specs and issues. It allows AI agents to track long-horizon tasks, handle context handoffs, and synchronize development plans directly within a version-controlled environment.
A tool for automating iPhone tasks via Appium and XCUITest, providing capabilities for UI interaction, app management, and screenshot capture with optimized XML output.
A specialized MCP server that connects to TeslaMate PostgreSQL databases, enabling AI assistants to perform detailed analytics on Tesla vehicle data including battery health, driving efficiency, and charging history.
A comprehensive development environment integrating 600+ AI agents, multi-model orchestration, and spec-driven methodologies within cloud-based workspaces like DevPods and Codespaces.
A standard interface for managing and querying MariaDB databases, supporting both standard SQL operations and advanced vector/embedding-based search.
Control your computer with screen capture, mouse, and keyboard capabilities for automated desktop interaction and task execution.
Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
A robust MCP server for Ubiquiti UniFi Network Controllers, enabling LLMs to query network health, manage devices/clients, and configure firewall, VPN, and traffic routing settings with a focus on security and context optimization.
An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.
A comprehensive MCP server for VictoriaMetrics that enables querying metrics, analyzing TSDB cardinality, debugging relabeling rules, and searching embedded documentation directly within AI clients.
A library to build MCP servers in Golang by strowk
A comprehensive MCP server for interacting with the JFrog Platform API, enabling automated repository management, build tracking, security vulnerability scanning, and container monitoring.
A Google Sheets connector for the Model Context Protocol that enables AI agents to create, read, and manage spreadsheets through the Google Sheets API.
A high-performance, asynchronous MCP server implemented in Rust for efficient and secure filesystem management. It provides advanced features like glob search, ZIP archive support, and dynamic directory roots with a focus on safety and speed.
A production-ready TypeScript template for building scalable MCP servers with support for declarative tools, multiple storage backends, and deployment to local or edge runtimes like Cloudflare Workers.
A robust MCP server that enables video manipulation through natural language by wrapping FFmpeg commands for searching, metadata retrieval, cutting, concatenating, scaling, and frame extraction.
ClaudePost is an MCP server that provides a natural language interface for managing Gmail accounts, allowing users to search, read, and send emails securely through Claude.
A Model Context Protocol server that integrates with the WordPress REST API to enable content management, user administration, and site configuration across multiple sites.
MCP (Model Context Protocol) Server. Provides manipulation of Xcode project files through 21 specialized tools for creating projects, managing targets and build configurations, adding/removing files and dependencies, modifying build settings, and automating common Xcode project tasks.
A specialized MCP server that converts natural language or images into 3D models using a multi-view reconstruction pipeline and OpenSCAD, capable of offloading heavy CUDA processing to remote LAN servers.
A Clojure-native Model Context Protocol (MCP) server library that allows developers to create tools, resources, and prompts using map-based destructuring and Clojure protocols.
The official MATLAB MCP Server from MathWorks enables AI agents to start MATLAB, execute code, run unit tests, and perform static code analysis for style and correctness.
MCP (Model Context Protocol) Server. Enables Claude to play Minesweeper through a bridge that translates game actions into API calls and returns game states as images for visual puzzle-solving.
A privacy-preserving search server that connects AI agents to the SearXNG metasearch engine, allowing for anonymous web searches.
A persistent memory storage server for AI clients that uses Cloudflare Workers and vector search to maintain user context and preferences across sessions.
A read-only Model Context Protocol (MCP) server that enables LLMs to interact with NetBox infrastructure data, including devices, IPAM, and audit trail history.
The official DINO-X MCP server provides advanced visual perception capabilities, enabling LLMs to perform object detection, localization, human pose estimation, and regional image captioning.