Browse 32,936 community-built MCP servers
A specialized MCP server that integrates librosa to provide audio analysis capabilities, including tempo detection, spectral features, and onset detection from local files, web links, or YouTube videos.
MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows
Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. Uses TLS fingerprinting to bypass anti-bot without a headless browser. Outputs LLM-optimized markdown with 67% fewer tokens than raw HTML.
A self-hostable Automatic License Plate Recognition (ALPR) server that exposes high-performance detection and OCR tools via REST and MCP interfaces, optimized for CPU and GPU acceleration.
Detrix is an agentic debugger. Watch any variable at any line, zero code changes during debugging Local or cloud - same workflow for Docker containers and remote hosts Python, Go, Rust - observation points capture values without pausing, without restarting
Self improving agents through iterations
MCP (Model Context Protocol) Server. Bridges Claude with dbt Core CLI, enabling direct execution of data transformation workflows, model management, and pipeline analysis within conversation interfaces.
MCP (Model Context Protocol) Server. A knowledge management tool for code repositories using vector embeddings.
A comprehensive MCP server that integrates with Gramps Web API to provide AI-powered genealogy research, including full CRUD operations on records and advanced tree analysis tools.
MCP (Model Context Protocol) Server. Integrates with Mixpanel's API to enable querying of events data, retention, and funnels for on-demand analytics and custom report generation.
MCP (Model Context Protocol) Server. Integrates with Vercel's API to enable natural language-driven project management and deployment automation for streamlined development workflows.
MCP (Model Context Protocol) Server. Integrates with LinkedIn Data API to fetch, analyze, and search posts by username, keywords, date ranges, and engagement metrics for social media analysis and content strategy development.
local-first MCP discovery runtime for agents — search before invoke, reduce prompt bloat, and route to local MCP tools
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to use
A meta-MCP server that facilitates the discovery of over 2,000 other MCP servers through semantic search and a curated database of official and community lists.
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
A lightweight MCP server providing AI-powered web search with citations via OpenRouter and Perplexity Sonar models. It features built-in caching, request deduplication, and zero-install deployment through npx.
An MCP server providing stealth web browsing and automated screenshot capabilities using Playwright-extra and anti-detection plugins to bypass bot detection systems.
MCP (Model Context Protocol) Server. Integrates with Microsoft Todo through Graph API, enabling natural language task management including viewing lists, creating tasks with due dates, and managing checklist items with automatic token refresh.
A comprehensive computational chemistry MCP server that provides professional-grade molecular design tools, including pKa calculations, docking, geometry optimization, and protein cofolding.
A Python-based MCP server that integrates LINE Bot messages into Language Models, allowing them to read and analyze conversations including text, stickers, and images.
An MCP server that provides AI agents with direct control over Windows API functions, including media management, window manipulation, system themes, and clipboard access.
A GrowthBook MCP server that allows AI agents to manage feature flags, experiments, and SDK connections directly within their environment. It enables complex workflows like creating targeting rules and generating implementation code using the GrowthBook API.
A remote MCP server connecting AI assistants to Raygun crash reporting and performance monitoring data. It enables natural language investigation of application errors, deployment tracking, and real user monitoring.
MCP (Model Context Protocol) Server. Organizes complex thought processes into structured branches with cross-references, semantic relationships, and analytics for tracking idea evolution, contradiction detection, and multi-perspective reasoning.
MCP (Model Context Protocol) Server. Integrates with Apache Gravitino to provide direct access to metadata services for exploring, tagging, and managing catalogs, schemas, tables, and user roles across data assets without switching workflows.
MCP (Model Context Protocol) Server. Enhances file and directory management with streaming, patching, and change tracking for advanced manipulation, real-time monitoring, and integration into automated workflows.
MCP server for the Qiskit Code Assistant intelligent code completion
VibeCraft is an AI-powered building assistant for Minecraft that connects Claude to the game via a Fabric mod, enabling natural language construction, terrain generation, and complex pattern placement.
A Model Context Protocol server that grants AI models full access to Typesense search capabilities, including collection discovery, full-text search, and document retrieval.