Discover Awesome MCP Servers

tygagames

Enables coding agents to manage a tyga.games publishing account, including roster, publishing rails, stack services, revenue, and API keys through the same /portal API as the web dashboard.

adops-mcp

Cross-platform ad management MCP server for Google Ads and Meta Ads. Campaign analytics, A/B testing with z-test, anomaly detection, and budget reallocation. 15 tools, 60 tests.

Simple Timer MCP Server

An MCP server that provides interval timing functionality using token-based time tracking, allowing users to start timers with unique identifiers and check elapsed time in milliseconds or human-readable format.

Wireshark MCP Server

Enables AI assistants to interact with tshark and related command-line tools for live packet capture, PCAP analysis, filtering, stream following, and capture file merging.

file-mcp

Educational MCP server for basic file operations (read/write) via the Model Context Protocol.

rzd-api

MCP server providing access to Russian Railways ticket API, enabling train search, station lookup, and trip information.

KPI-Lens

An MCP server for supply chain intelligence that enables conversational querying of eight operational KPIs and anomaly detection data through Claude. It allows users to analyze performance metrics like OTIF and inventory turnover while providing LLM-generated root-cause explanations.

Image Generation MCP Server

Provides multi-provider image generation with automatic fallback across services like Pollinations.ai, Cloudflare, and Hugging Face. It features specialized pixel art generation, cost tracking, and automatic saving of generated visual assets to disk.

Amadeus Agent

A proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.

Reddit MCP Server

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

loom

Provides persistent identity and memory for AI agents across MCP-compatible harnesses, enabling agents to retain their name, values, and episodic memories between sessions regardless of the client or model.

Commerce Operations MCP Server

Enables AI agents to independently investigate and resolve e-commerce order issues, particularly refund processing, with tools for order search, refund eligibility checks, and safe refund execution.

monobank-mcp

A Model Context Protocol server that enables interaction with Monobank API, providing tools for currency exchange rates, client info, and account statements.

Upvote.club — MCP Apps

Provides an MCP Apps interface to the Upvote Club API, enabling task management with an inline progress card UI in Claude.

gmail-mcp

Exposes Gmail inbox actions (list, archive, label) as MCP tools via a browser extension and local bridge, without requiring the Gmail API or OAuth.

Remote MCP Server on Cloudflare

A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.

MCP Duty Pharma

MCP Duty Pharma

cisco-ise-mcp

Exposes Cisco ISE ERS and MNT APIs as MCP tools for querying and managing identity, endpoints, sessions, authentication logs, and policy context.

Excel MCP Server

Enables AI assistants to perform comprehensive Microsoft Excel operations including data analysis, cell editing, advanced formatting, and VBA execution on Windows systems. It provides a structured workflow for managing workbooks and worksheets through a dedicated Model Context Protocol interface.

tsb-kasko-mcp

Enables querying Türkiye Sigorta Birliği’s Kasko Değer Listesi (vehicle insurance valuation list) through MCP, CLI, and Python, allowing natural language lookup of current and historical vehicle insurance values.

easyhire-jobs

Read-only MCP server for the public EasyHire job board. Enables searching job openings, retrieving full postings, filtering by criteria, and listing countries with open roles.

jorkal-nft-mcp

MCP server for Solana NFT market data via Magic Eden. Paid with x402 USDC micropayments.

academic-assistant

MCP server that integrates GitHub, Brightspace, Outlook, and local files, enabling natural language queries for assignments, grades, emails, calendar events, repositories, and file operations.

cy-excel-mcp

Parses WeChat order messages, merges follow-up updates, and writes structured orders into a OneDrive Excel workbook through Microsoft Graph.

Azure Cosmos DB MCP Server

Servidor Node.js que se conecta ao banco de dados Azure Cosmos DB NoSQL, permitindo que os usuários consultem produtos e pedidos através de um Assistente de IA em um aplicativo frontend NextJS.

Lathe

Local MCP server that shapes tailored resume PDFs with live browser preview.

recibosplit

Read-only MCP server for querying group expense splits and balances from a self-hosted receipt splitting app.

qdrant-mcp-local

Aqui está uma configuração Docker Compose para iniciar facilmente o Qdrant e o MCP-server-qdrant em um ambiente local: ```yaml version: "3.9" services: qdrant: image: qdrant/qdrant:latest ports: - "6333:6333" # Porta para a API do Qdrant - "6334:6334" # Porta para gRPC volumes: - qdrant_data:/qdrant/storage # Persistência de dados (opcional) restart: unless-stopped mcp-server-qdrant: image: your-mcp-server-qdrant-image:latest # Substitua pela sua imagem do MCP-server-qdrant ports: - "8000:8000" # Porta para a API do MCP-server-qdrant (ajuste conforme necessário) environment: QDRANT_HOST: qdrant QDRANT_PORT: 6333 # Adicione outras variáveis de ambiente necessárias para o seu MCP-server-qdrant depends_on: - qdrant restart: unless-stopped volumes: qdrant_data: # Volume para persistir os dados do Qdrant (opcional) ``` **Explicação:** * **`version: "3.9"`:** Especifica a versão do Docker Compose. * **`services:`:** Define os serviços que serão executados. * **`qdrant:`:** Define o serviço Qdrant. * **`image: qdrant/qdrant:latest`:** Usa a imagem mais recente do Qdrant do Docker Hub. * **`ports:`:** Mapeia as portas do container para o host. `6333` é a porta padrão para a API do Qdrant e `6334` para gRPC. * **`volumes:`:** Monta um volume para persistir os dados do Qdrant. Isso é opcional, mas recomendado para evitar a perda de dados ao reiniciar o container. * **`restart: unless-stopped`:** Reinicia o container automaticamente, a menos que ele tenha sido parado manualmente. * **`mcp-server-qdrant:`:** Define o serviço MCP-server-qdrant. * **`image: your-mcp-server-qdrant-image:latest`:** **IMPORTANTE:** Substitua `your-mcp-server-qdrant-image:latest` pelo nome da sua imagem Docker do MCP-server-qdrant. * **`ports:`:** Mapeia a porta do container para o host. `8000` é um exemplo, ajuste conforme a porta que seu MCP-server-qdrant usa. * **`environment:`:** Define variáveis de ambiente para o container. * **`QDRANT_HOST: qdrant`:** Define o hostname do Qdrant. Como estamos usando o Docker Compose, podemos usar o nome do serviço (`qdrant`) como hostname. * **`QDRANT_PORT: 6333`:** Define a porta da API do Qdrant. * **Adicione outras variáveis de ambiente:** Seu MCP-server-qdrant pode precisar de outras variáveis de ambiente, como chaves de API, configurações de banco de dados, etc. Adicione-as aqui. * **`depends_on:`:** Garante que o Qdrant seja iniciado antes do MCP-server-qdrant. * **`restart: unless-stopped`:** Reinicia o container automaticamente, a menos que ele tenha sido parado manualmente. * **`volumes:`:** Define os volumes que serão usados. * **`qdrant_data:`:** Define um volume nomeado para persistir os dados do Qdrant. **Como usar:** 1. **Salve o código acima em um arquivo chamado `docker-compose.yml`.** 2. **Substitua `your-mcp-server-qdrant-image:latest` pelo nome da sua imagem Docker do MCP-server-qdrant.** 3. **Adicione as variáveis de ambiente necessárias para o seu MCP-server-qdrant na seção `environment`.** 4. **Abra um terminal no mesmo diretório do arquivo `docker-compose.yml`.** 5. **Execute o comando `docker-compose up -d`.** Isso irá baixar as imagens, criar os containers e iniciá-los em modo detached (em segundo plano). **Para parar os containers:** Execute o comando `docker-compose down`. **Observações:** * **Persistência de dados:** O volume `qdrant_data` é usado para persistir os dados do Qdrant. Se você não precisar persistir os dados, você pode remover a seção `volumes` do serviço `qdrant` e a definição do volume `qdrant_data`. * **Variáveis de ambiente:** Certifique-se de configurar corretamente as variáveis de ambiente para o seu MCP-server-qdrant. * **Portas:** Ajuste as portas conforme necessário. * **Imagem do MCP-server-qdrant:** Lembre-se de substituir `your-mcp-server-qdrant-image:latest` pelo nome da sua imagem Docker. * **Rede:** O Docker Compose cria uma rede padrão para os containers, permitindo que eles se comuniquem usando seus nomes de serviço como hostnames. Este é um exemplo básico. Você pode precisar ajustar a configuração para atender às suas necessidades específicas. Consulte a documentação do Qdrant e do MCP-server-qdrant para obter mais informações.

Stripe Connect MCP Server

Read-only access to Stripe data including customers, charges, subscriptions, balance, and invoices.

mcp-regulations-gov

Enables access to federal regulatory dockets, documents, and public comments from Regulations.gov via tools like get_docket and get_comment.