Browse 27,455 community-built MCP servers
Convert Mermaid diagrams to Excalidraw and open in browser. Includes MCP server for AI assistants.
An MCP server providing AI image generation via Jimeng models, specifically designed for web design and placeholder creation. It features multi-model support, customizable parameters, and optional persistent storage using Tencent Cloud COS.
A specialized MCP server providing a unified interface to powerful optimization solvers like Z3, CVXPY, and OR-Tools for solving complex linear, convex, and combinatorial mathematical problems.
MCP (Model Context Protocol) Server. Orchestrates code reviews through a distributed framework of three specialized agents (Melchior, Balthasar, and Casper) that evaluate submissions and deliver majority-rule verdicts on code quality.
A comprehensive MCP server demonstrating interactive workflows through hybrid elicitation patterns, combining official MCP input collection with universal parameter guidance for tools like weather and data analysis.
MCP (Model Context Protocol) Server. Enables smart home automation with IoT device control and persistent memory for maintaining context across interactions through MQTT protocol
A discovery tool for the MCP ecosystem that allows users to search, list, and explore over 500 servers from the official modelcontextprotocol/servers repository.
A Microsoft OneNote MCP server that enables users to list notebooks and retrieve page content via the Microsoft Graph API, supporting both personal and organizational accounts with persistent credential caching.
An enterprise-grade MCP server for SQL databases that enables AI assistants to inspect schemas, execute safe parameterized queries, and monitor performance metrics beginning with MSSQL support.
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via GraphQL to manage real-time tag data, historical logs, and alarm states.
A persistent, event-sourced knowledge graph memory for AI coding agents featuring semantic search, git-based versioning, and tiered context retrieval for better long-term autonomy.
🛠️ Essential TypeScript utility library for Model Context Protocol (MCP) server development with Claude Desktop integration 🤖 Powers GitHub-MCP, Google-Workspace-MCP & FS-MCP with MongoDB connectivity, AES-256-GCM encryption, cross-platform config management & more 🚀
Enables AI assistants to track global food prices, search products by barcode or name, and compare costs across 27 countries. It provides tools for real-time price scraping and data aggregation from major international supermarket chains.
Offline Wikipedia MCP server that provides full-text search and article retrieval using local datasets from HuggingFace, optimized for privacy and low-latency performance with small LLMs.
MCP (Model Context Protocol) Server. Integrates with Dafny to verify code correctness through analysis of formal specifications and proofs.
A comprehensive MCP server that integrates Slack workspace management with AI reasoning and web research capabilities, featuring an autonomous agent for complex task automation and real-time Socket Mode responses.
MCP (Model Context Protocol) Server. Provides a unified conversation management system for OpenRouter's language models with features like token counting, context window management, and filesystem persistence across multiple AI providers.
A robust MCP server for UniProtKB that provides professional tools for fetching protein entries, searching bioinformatics data, and mapping identifiers across 200+ databases.
fastchat-mcp is a very simple way to interact with MCP servers using custom chats through natural language.
A lightweight storage service designed for AI agents to maintain temporary state and notes across different conversations, facilitating complex multi-step task processing.
A comprehensive MCP server for precise Jupyter notebook manipulation, enabling position-based cell operations and bulk editing with native VS Code synchronization.
A serverless MCP server that provides secure, read-only access to Google Contacts via per-user OAuth 2.1 authentication on AWS Lambda.
An MCP server that enables integration with the Invertir Online (IOL) trading API, allowing users to interact with their financial accounts and manage trading operations through Claude.
A high-performance Mermaid diagram validator supporting 28 diagram types through Model Context Protocol (MCP) and REST API. It offers comprehensive security features, bulk file processing, and real grammar parsing using Jison and Langium.
A template for building agentic orchestration services using FastAPI and LangGraph, integrated with the Model Context Protocol (MCP) to standardize tool and context management.
A Git worktree manager that allows AI agents to work on multiple branches simultaneously with built-in locking and automated merge coordination. It simplifies parallel workflows by handling isolated working directories and environment-specific setup commands.
A Google Calendar integration for MCP that allows users to manage their schedule, list events, and create new calendar entries directly through Claude.
MCP server for creating AI-moderated interviews and surveys, deployable with shareable links
A Python-based MCP server that enables AI assistants to search for infographics and data visualizations using the Serper API. It provides specialized tools for finding statistical graphics with optimized filters for size, aspect ratio, and specific curated sources.
A lightweight MCP server that bridges VS Code's internal command API with external AI tools via WebSocket, allowing complete remote control over the editor's functionality.