Browse 32,936 community-built MCP servers
A powerful MCP server that integrates with Jina AI's services to provide high-quality web content extraction, comprehensive web searching, and evidence-based fact-checking capabilities.
A comprehensive MCP server providing deep integration with the Perforce P4 version control system, enabling AI models to manage changelists, files, shelves, workspaces, and jobs.
MCP (Model Context Protocol) Server. Integrates multiple geocoding services to provide flexible location-based operations including forward/reverse geocoding and address information retrieval.
A specialized MCP server that integrates the Volatility 3 framework to perform advanced memory forensics using natural language queries for process, network, and malware analysis.
A tool that enables semantic and regex code search across millions of public GitHub repositories using the grep.app API, featuring batch file retrieval and advanced filtering.
A specialized MCP server for ROS2 Humble that enables natural language control of robots through topics, services, and actions, including support for GUI tools like Gazebo.
MCP (Model Context Protocol) Server. Enables AI assistants to explore and understand .NET codebases.
ParaView-MCP is an autonomous agent that integrates multimodal large language models with ParaView, allowing users to perform scientific visualizations through natural language and visual feedback.
A JIRA MCP server that enables LLMs to query project management data using JQL search and retrieve detailed issue information through standardized tools.
BoxLite-MCP provides isolated Ubuntu virtual machine environments for AI agents to safely execute code, browse the web, and interact with a full graphical desktop using hardware-level isolation.
A specialized MCP server that provides real-time and historical currency exchange rates, supporting conversions and currency listings via the Frankfurter API.
All-in-one homelab management MCP server. Docker monitoring, volume backup/restore (with compose and env files), Wake-on-LAN, network scanning, and multi-server SSH management.
A comprehensive MCP server for accessing real-time Weibo data, including user profiles, trending topics, post content, comments, and social relationships.
Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE.
A robust MCP server for SiYuan Note providing 100% coverage of official APIs for notebook management, document editing, SQL-based searching, and file operations. It enables AI agents to create, organize, and query notes recursively using a block-based structure.
FlowLLM is a framework for developing LLM-based services that automatically exposes Python-defined logic (Ops) as HTTP or MCP service tools. It simplifies the creation of AI assistants and RAG applications by providing built-in support for vector stores, token counting, and complex workflow orchestration.
A powerful MCP server that exposes Language Server Protocol (LSP) features through a headless VS Code environment, allowing AI agents to perform advanced code analysis, symbol manipulation, and file operations across multiple programming languages.
Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.
MCP server for Japanese labor & social insurance law — e-Gov API, MHLW 通達, JAISH 安衛通達
Zero-cost background coding agent. Watches your files, dreams while you are away, answers what was I working on — 100% local, no cloud, no subscriptions.
A robust MCP server that provides Tesseract OCR capabilities, allowing users to extract text from local files, URLs, or raw image data with multi-language support.
A Model Context Protocol server that allows AI assistants to manage and control mobile devices, enabling functions like SMS, call management, and contact synchronization over a local network.
MCP (Model Context Protocol) Server. Combines a standard server with WebSocket functionality to enable real-time data updates and efficient asynchronous operations for applications requiring both traditional interactions and data streaming capabilities.
MCP (Model Context Protocol) Server. Delegates text generation and image creation tasks to external AI models including OpenAI, Anthropic, Google, Groq, and DeepSeek, enabling access to alternative perspectives, specialized capabilities, and visual content generation.
Actor-critic thinking for performance evaluation
MCP (Model Context Protocol) Server. Integrates with MySQL databases to enable secure query execution, schema management, and CRUD operations for structured data access and manipulation
A comprehensive Laravel-based SDK for implementing the Model Context Protocol, allowing developers to expose Laravel tools, resources, and database records to AI models via HTTP, WebSockets, or Stdio.
MCP (Model Context Protocol) Server. Integrates with UML diagramming tools to generate visual representations of system architecture, class relationships, and process flows directly from code or text descriptions within conversational interfaces.
MCP (Model Context Protocol) Server. Enables high-frequency communication between users and AI tools through multiple interface options, providing option selection and information requests to improve interaction efficiency by confirming approaches before execution.
MCP (Model Context Protocol) Server. Provides a structured thinking framework for breaking down complex problems into sequential steps while recommending appropriate tools for each stage based on context and progress tracking.