Browse 27,840 community-built MCP servers
A comprehensive MCP server for managed Milvus vector databases, offering full lifecycle control from database and collection management to high-performance similarity searches and data operations.
A bridge between LLMs and live Roblox game sessions, enabling real-time Lua execution, script decompilation, and game instance introspection.
A security audit server for Laravel projects that performs static code analysis, dependency CVE checks, and configuration audits. It enables developers to detect vulnerabilities like SQL injection and XSS while providing active attack simulations directly within MCP-compatible IDEs.
MCP (Model Context Protocol) Server. Provides a fact-checking tool that compares input facts against a predefined dataset using string similarity algorithms and integrates external services like NLTK and a poker win calculator for flexible information verification.
A specialized MCP server providing programmatic access to ClinicalTrials.gov API v2.0.4, enabling advanced search, analysis, and retrieval of metadata for over 400,000 clinical trials.
MCP (Model Context Protocol) Server. Generates synchronized talking head videos from reference images and audio using diffusion models with multi-GPU support.
A gamified self-reflection framework that allows LLMs to earn virtual cookie rewards through performance evaluation. It features a digital 'cookie jar' system to track achievements and encourage high-quality responses.
Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes
A Windows-optimized MCP server providing universal data analytics for JSON and CSV files, featuring schema discovery, interactive visualizations, and advanced statistical tools.
An MCP server that enables AI assistants to read, search, and extract metadata from PDF files using local paths or web URLs.
A production-ready MCP server for high-quality image generation using Google's Gemini models, featuring support for 4K resolution, aspect ratio control, and CLIProxyAPI backend compatibility.
Description: Persistent memory for AI agents with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite or cloud API. 23 tools, 6 resources, 3 prompts.
A comprehensive MCP server for the Tavus API that enables AI video generation, replica management, and interactive conversational video interfaces through standard model context tools.
A lean, coding-specialized MCP server that integrates Perplexity AI's Sonar models to provide instant API fact-checking and comprehensive technical research for AI coding assistants.
An MCP server that enables LLMs to generate and play high-quality speech using OpenAI's Text-to-Speech API with support for multiple voices and audio formats.
A specialized MCP server that implements the Chico & Dico card magic trick, allowing users to encode five-card sets into secret sequences and decode them to reveal hidden cards.
A real-time log monitoring and analysis server that provides automated discovery, tailing, error tracking, and text search across local application log files.
A sophisticated parallel orchestration framework that implements multi-agent coordination loops for universal tasks like UI development, research, and code generation through a specification-driven architecture.
MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP
MCP server that gives Claude Code the ability to take screenshots. Capture full screen or specific windows by title. Windows only.
An MCP server for personal finance management using SQLite to store, categorize, and summarize expenses over custom date ranges.
MCP server for OpenGraph.io API - fetch OG data, screenshots, scrape, and generate images
A Model Context Protocol server for interacting with the Tiendanube/Nuvemshop API. Supports products, orders, customers, categories, and more.
A robust guardian for mobile development that enforces structured task planning, architectural integrity, and UI/UX best practices across Flutter, React Native, iOS, and Android platforms.
A specialized MCP server for the OpenAI Codex CLI that manages multi-turn coding sessions with advanced reasoning effort controls and native context resume support. It enables Claude to perform deep code analysis, generation, and refactoring through the Codex ecosystem.
A news-focused MCP server that provides tools for querying real-time trending news and extracting keywords from news content.
A starter template and guide for building Python-based MCP servers using the uv package manager. It provides the foundational structure for developing tools that integrate with Claude Desktop and the MCP Inspector.
MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.
A Python-based MCP server that integrates with Jenkins CI/CD systems, enabling AI assistants to manage jobs, monitor builds, analyze console logs, and troubleshoot infrastructure through natural language.
A Model Context Protocol server that integrates with the Ergs full-text search system to enable searching and browsing across personal datasources like GitHub repositories and RSS feeds.