Discover Awesome MCP Servers

GrACE-MCP

A knowledge graph MCP server that integrates Graphiti and the ACE framework for conversational management of Neo4j-based entities and relationships. It enables AI agents to perform semantic searches, manage data isolation, and utilize automatic learning strategies.

Context Travel MCP

Enables Claude agents to checkpoint their context state and reset back to saved points with handoff messages, maintaining clean context windows during complex tasks by avoiding fragmented summaries from compactions.

sellthenews-mcp

A read-only MCP server that provides access to financial news, Wall Street Bets sentiment analysis, and detailed options data from sellthenews.org. It enables LLMs to retrieve real-time news feeds, search historical data, and analyze options chains or Greek exposure for specific tickers.

prompt-to-asset

Routes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.

Music Collection MCP Server

Provides intelligent access to local music collections through advanced metadata management, album classification across 8 types, collection analytics, and smart search capabilities for AI-powered music library organization.

Rubber Duck MCP Server

Um servidor MCP de pato de borracha para seu agente de codificação LLM.

osascript MCP Server

Enables the execution of AppleScript and JavaScript for Automation (JXA) on macOS to control applications, system events, and shell commands. It provides native automation capabilities with a security layer that permits most operations while specifically blocking file deletion commands.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

KaitoMCPServer

A Python-based MCP server that uses uv for dependency management, requiring Python 3.13+ to run.

KaiaFun MCP

An MCP server that enables token listing, trading, and interaction with the Kaia blockchain via Claude Desktop.

BloodHound-MCP 🩸

BloodHound-MCP é uma ferramenta poderosa projetada para analisar e visualizar relacionamentos de rede complexos em ambientes Active Directory. Ela ajuda os profissionais de segurança a identificar possíveis caminhos de ataque e a melhorar sua postura geral de segurança.

Bicameral MCP

A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.

SVGR MCP Server

Converts SVG content into React components with configurable options including TypeScript generation, React Native support, optimization, and formatting through SVGR.

CodePilot MCP

Enables automation of workflows across GitHub, Notion, and Google Calendar with AI-powered task execution, personalized agent memory, and Slack integration for seamless team coordination and project management.

mcp-yapi-server

Enables direct integration with YApi API documentation platform in MCP-compatible editors like Cursor, allowing users to query API details, list interfaces, and search endpoints by simply pasting YApi URLs.

Ruby Lambda Template

Demonstração de um aplicativo Lambda Ruby demonstrando servidores MCP.

Fabric MCP

A Python-based MCP server that enables interaction with Microsoft Fabric APIs for managing workspaces, lakehouses, warehouses, and tables through natural language.

Oracle MCP Server

Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.

Youtube2Text

A powerful text extraction service that converts YouTube video content into clean, timestampless transcripts for content analysis, research, and processing workflows.

SkillFlow MCP Server

Connects AI coding agents to the SkillFlow marketplace to search, discover, and retrieve detailed information about agent skills. It enables users to browse trending skills, categories, and publisher data directly through MCP-compatible environments.

YouTube Video Downloader MCP

An advanced MCP server that enables asynchronous downloading of YouTube videos and playlists with features for job tracking and library management. It utilizes yt-dlp and an SQLite database to store metadata, monitor download status, and manage content through Claude Desktop.

Percival Deep Research

An MCP server that provides autonomous, multi-source web research capabilities for AI agents. It delivers comprehensive, validated information through deep research tools while maintaining security and compatibility with various LLM providers.

MCP Salesforce Server

Enables AI assistants to interact with Salesforce through a secure interface for performing CRUD operations, executing SOQL queries, and managing schema discovery. It features a smart learning system that analyzes custom objects and fields to provide intelligent assistance tailored to specific Salesforce configurations.

Mi Note MCP Server

Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants to read, search, create, manage notes and folders with automatic Markdown/XML conversion and image upload support.

Redmine MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que permite que assistentes de IA interajam com o Redmine para um gerenciamento de projetos focado e transparente.

PBIXRay MCP Server V2

Enables Claude AI to analyze Power BI Desktop models with comprehensive capabilities including DAX analysis, performance monitoring with Storage Engine/Formula Engine breakdown, VertiPaq statistics, and natural language querying of model structure and data.

Hyperliquid MCP Server v3

A streamlined version of the Hyperliquid MCP Server that can be set up with a single command

Symbolic Algebra MCP Server

A Model Context Protocol server that enables LLMs to autonomously perform symbolic mathematics and computer algebra through SymPy's functionality for manipulating mathematical expressions and equations.

Unity MCP Server

Enables AI assistants to interact with Unity Editor projects through 68+ tools for manipulating scenes, GameObjects, components, and assets, plus live access to console logs, hierarchies, and test results.