Browse 27,610 community-built MCP servers
A secure mathematical computation sandbox that enables LLMs to perform symbolic math operations like algebra, calculus, and equation solving via SymPy. It features low-latency execution through pre-warmed process pools and provides standardized JSON outputs for reliable agent integration.
A robust MCP server for web crawling, private search, and intelligent RAG. It integrates Crawl4AI, SearXNG, and Supabase to provide AI agents with advanced content extraction, hybrid search, and knowledge graph-based code analysis.
Persistent Python sandbox for token-efficient codebase exploration in MCP clients
A Slack MCP server that enables interacting with channels to manage Xcode Cloud build statuses, search message history, and send notifications.
A unified MCP server that provides management tools for AWS, GCP, Azure, and DigitalOcean by wrapping their native CLI tools.
A mathematical MCP server providing 64-bit precision arithmetic and matrix multiplication using FastMCP and NumPy for reliable computation.
Converts Pokemon team compositions into shareable Pokepaste URLs by automatically uploading formatted configurations to pokepast.es.
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, photos.
Cryptographic proof of consent for AI agents. Sign before you act. Policy engine enforces spending caps, action whitelists, and escalation rules. Independently verifiable by anyone.
CLI & MCP server for KRX (Korea Exchange) Open API — query Korean stock market data (KOSPI, KOSDAQ, ETF, bonds, derivatives) from terminal or AI agents
MCP (Model Context Protocol) Server. Bridges Java debugging capabilities through the Debug Adapter Protocol, enabling remote debugging of Java applications by providing tools to attach to debug sessions, inspect thread states and stack traces, examine variable scopes, evaluate expressions in debugging contexts, and control execution flow.
A comprehensive browser debugging and auditing tool that integrates with Chrome to provide AI agents with real-time access to console logs, network traffic, DOM elements, and Lighthouse-powered performance and SEO audits.
CLI and MCP server for LinkedIn — 43 commands for profiles, posts, messaging, connections, search, feed, and more. Cookie session auth, AI agent native.
A comprehensive weather information server that integrates with the QWeather API to provide real-time conditions, multi-day forecasts, and global city lookup capabilities.
A cross-platform command execution server that intelligently translates shell commands for different operating systems and automatically detects project-specific package managers like npm, bun, pip, and poetry.
A Model Context Protocol server that provides comprehensive access to the Open Brewery DB API, enabling AI assistants to search, filter, and retrieve detailed data for over 40,000 breweries globally.
A Model Context Protocol server that enables AI assistants to send emails via SMTP and AWS SES through a standardized interface.
A TypeScript MCP server that provides tools for discovering, searching, and fetching content from Tambo's documentation through automated crawling and intelligent parsing.
A JavaScript-based MCP server that integrates with Clever Cloud services to facilitate application deployment, environment management, and resource monitoring.
MCP (Model Context Protocol) Server. Integrates with Signaturit API to enable electronic signature management, including creation, tracking, and workflow automation for digital document signing processes.
A specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.
An MCP server that provides access to documentation for over 600 technologies from DevDocs.io, featuring intelligent caching and full-text search across multiple documentations.
MCP (Model Context Protocol) Server. Integrates with Atlassian JIRA to enable direct issue management, including searching, creating, updating, and transitioning tickets without leaving your conversation interface.
Claude Code Multi-Worktree Helper - Single-session parallel worktree automation with MCP server
A specialized toolkit for developing AI agents that can control Windows systems, providing capabilities for UI automation, browser control through Playwright, and computer vision-based element detection.
A remote MCP server that allows AI models to extract transcripts from any YouTube video URL without local installation, featuring Cloudflare-powered caching and multi-language support.
MCP (Model Context Protocol) Server. Simplifies the creation of custom MCP servers through natural language requests, providing documentation on implementation structure, components, and best practices without requiring technical expertise.
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A MySQL-backed product management server that provides CRUD operations and automated description generation for e-commerce inventories.
A secure, containerized Python execution environment designed for data science and machine learning, featuring automatic persistence for matplotlib figures and integration with LM Studio.