Browse 27,610 community-built MCP servers
A secure API key management server that integrates project environment variables with OS keychains and provides AI-assisted SDK code generation.
MCP (Model Context Protocol) Server. Provides computer vision capabilities including image generation, OCR text extraction, and object detection through containerized Docker services with MinIO integration for image storage and retrieval.
A robust MCP server that enables AI agents to control Android devices through Appium, supporting automatic device detection, UI element parsing, and execution of complex natural language test scenarios.
A comprehensive MCP server for interacting with the XRP Ledger (XRPL), enabling wallet management, token issuance, NFT operations, and decentralized exchange (DEX) trading directly through AI interfaces.
A comprehensive MCP server for managing Anki flashcards, supporting bulk operations, note type customization, and AI-powered audio generation via ElevenLabs and Google Cloud TTS.
Adaptive error memory and code intelligence system with Hebbian synapse network, hybrid search, and REST API
Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research.
A comprehensive MCP server for interacting with self-hosted Jira instances, providing 27 tools for issue management, JQL searching, and metadata discovery. It supports advanced features like custom field handling, project versions, and issue transitions using Personal Access Token authentication.
MCP (Model Context Protocol) Server. Provides a TypeScript-based server for interacting with PocketBase, enabling flexible database management and configuration through natural language interfaces.
A comprehensive MCP toolkit for the Sei blockchain ecosystem, enabling AI agents to perform DeFi trading, NFT management, cross-chain bridging, and deep on-chain analytics via natural language.
A specialized MCP server for novel writing workflows, offering token-based text segmentation, bulk rewriting task management, and deep integration with the Cursor editor.
An HR co-pilot MCP server designed for automated leave request processing, policy validation, and balance tracking with instant approval workflows.
One MCP connection for all your tools — with discovery, namespacing, and execution policies.
A containerized implementation of the QuantConnect Lean algorithmic trading engine featuring GPU acceleration, a web UI, and MCP integration for AI-driven backtesting and strategy development.
A containerized MCP server for the MiniMind language model, offering tools for AI-powered chat, GPU resource management, and model information retrieval.
MCP (Model Context Protocol) Server. Enables interaction with CosmWasm-based social graph smart contracts for creating, updating, querying, and deleting decentralized relationship data through blockchain transactions.
Execution control layer for AI agents - Reserve, execute, burn/refund pattern for media generation
A TypeScript-based MCP server that connects AI-powered IDEs to managed DigitalOcean PostgreSQL and MySQL databases using API token-based auto-discovery.
Sensei is an engineering mentor MCP server that orchestrates 64 specialized AI personas to provide architectural guidance, maintain session memory of technical decisions, and inject relevant development standards directly into the LLM's reasoning process.
A lightweight, zero-config MCP server that makes documentation and API specifications instantly accessible to AI models using the llms.txt standard. It enables searching and retrieving full documentation, OpenAPI, and AsyncAPI specs without requiring a complex RAG infrastructure or vector database.
MCP (Model Context Protocol) Server. Provides direct access to ChromaDB vector database capabilities for semantic search and document management with customizable parameters for collection creation, document operations, and similarity searches.
A stateless messaging relay that enables real-time, bidirectional communication between different IDEs and AI agents using the MCP protocol.
A specialized MCP server for managing Philips Hue smart lighting systems, featuring automatic bridge discovery and comprehensive control over individual lights, rooms, and zones.
A standardized MCP server for Microsoft SQL Server that enables AI assistants to execute queries, explore schemas, and manage data across local and Azure SQL databases.
A local SQLite-based expense tracker that allows users to record, filter, and summarize personal finances across 19 categories for detailed budget analysis.
MCP (Model Context Protocol) Server. Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise across different specializations.
Bridges the Torna API documentation system with AI assistants, enabling natural language search, API discovery, and curl command generation for managed APIs.
A .NET 9 MCP server that provides web search capabilities via SearXNG and high-quality article content extraction using the SmartReader library.
MCP server for desktop notifications over stdio
A LangGraph-powered research agent that performs iterative web searches using Google Search and Gemini models to generate structured reports with citations. It integrates with MCP-compatible clients like Claude and Cursor to enable sophisticated, multi-step AI research workflows.