Discover Awesome MCP Servers

YTPipe

Transforms YouTube videos into LLM-ready knowledge bases through transcription, semantic chunking, and vector embedding services. It provides 12 specialized MCP tools for video processing, semantic search, and SEO intelligence analysis.

ReviewMCP

Enables automatic validation and correction of Re:VIEW manuscript files by checking for unauthorized tags, fixing duplicate/empty IDs, and running fast lint checks to prevent common errors during writing.

Firecrawl MCP Server

Integrates Firecrawl's web scraping capabilities into MCP, enabling web scraping, crawling, content extraction, search, and structured data extraction with automatic retries and rate limiting.

Linux Desktop MCP Server

Enables AI assistants to interact with native Linux desktop applications through AT-SPI2 accessibility interfaces. Provides semantic element targeting, natural language search, and automation capabilities (clicking, typing, keyboard shortcuts) across GTK, Qt, and Electron applications.

Bio-MCP FastQC Server

Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.

File_analysis_mcp

Análise de arquivos com servidor MCP usando FastMCP. Este servidor fornecerá ferramentas para analisar arquivos de texto, incluindo contagem de palavras, análise de frequência de caracteres e leitura do conteúdo do arquivo.

Cloudflare AI Image MCP

Enables AI assistants to generate images using Cloudflare Workers AI models directly through the Model Context Protocol. It supports various models like Flux and Stable Diffusion, providing seamless image generation and storage via Cloudflare R2.

K8s MCP

Enables interaction with Kubernetes clusters through 32 specialized tools for managing resources, deployments, and services. Provides both CLI and web interfaces for real-time Kubernetes operations powered by Google Gemini.

mcp-low-level-server-streamable-http

A TypeScript-based MCP server that implements a simple note-taking system using low-level server components and streamable HTTP. It enables users to create, store, and summarize text notes through a set of tools, resources, and specialized prompts.

FCCS MCP Agentic Server

Enables interaction with Oracle EPM Cloud Financial Consolidation and Close (FCCS) through 25+ tools covering REST API operations including jobs, dimensions, journals, data management, reports, and consolidation tasks.

Calculator

Um servidor de Protocolo de Contexto de Modelo (Model Context Protocol) construído com mcp-framework que permite aos usuários criar e gerenciar ferramentas personalizadas para processamento de dados, integrando-se com o Claude Desktop via CLI (Interface de Linha de Comando).

AWS Athena MCP Server

A Model Context Protocol server that enables SQL queries and database exploration in AWS Athena through a standardized interface.

Dart

Um servidor de Protocolo de Contexto de Modelo de IA oficial que permite que assistentes de IA interajam com o gerenciamento de projetos Dart, criando/gerenciando tarefas e documentos por meio de prompts e ferramentas.

BlenderMCP

Connects Claude AI to Blender via the Model Context Protocol to enable prompt-assisted 3D modeling, scene creation, and object manipulation. It allows users to control Blender through natural language for tasks such as modifying materials, inspecting scenes, and executing custom Python code.

Awesome MCP ZH

Seleção de recursos MCP, Guia MCP, Claude MCP, Servidores MCP, Clientes MCP

CashChat MCP Server

Connects CashChat financial data to AI assistants, enabling users to manage transactions, view spending summaries, and track category breakdowns through natural language. It supports both local stdio and remote URL-based connections with secure OAuth 2.0 authentication.

MCP Server

A production-grade Model Context Protocol server that enables secure management of context data through a React dashboard, supporting ZIP processing, context approval workflows, and system monitoring.

AutoSpectra MCP Server

Um servidor poderoso de automação de navegador e testes que utiliza o Protocolo de Contexto de Modelo (MCP). Permite que agentes de IA controlem navegadores, gerem testes e realizem testes de acessibilidade com integração na nuvem.

Search MCP Server

A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.

MCP Enabled PDF Reader

Servidor de Protocolo de Contexto do Modelo (MCP) para ler um único documento PDF.

MCP Context Manager

Enables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.

Malicious Scanner MCP Server

Enables real-time scanning of URLs for malicious content, spam/gray classification, and additional security flags like domain age through the Malicious Scanner API.

sprout-mcp

An MCP server that integrates the Sprout Social Public API with Claude and other MCP clients. It allows users to manage social profiles, track analytics for posts and profiles, and schedule social media content.

Monobank MCP Server

Enables integration with Monobank API to check currency exchange rates, view account balances, and retrieve transaction statements through natural language queries.

Pararam Nexus MCP

Enables interaction with pararam.io communication platform, allowing users to search and send messages, manage chats, upload/download files, and search users through natural language commands.

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases, supporting query execution, schema management, data operations, user management, and database maintenance with secure remote access via HTTP/SSE transport.

YT Transcripter Multilingual MCP

Enables transcription of YouTube videos in multiple languages through an MCP server interface.

Ingero

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime and Driver APIs via kernel uprobes and host events via tracepoints to build causal chains explaining GPU latency. 7 tools: get_check, get_trace_stats, get_causal_chains, get_stacks, run_demo, get_test_report, run_sql. Telegraphic compression reduces token usage ~60%. Supports stdio and HTTPS (TLS 1.3) transport.