Discover Awesome MCP Servers

OpenAI MCP Server

Một mcp-openai-server để kết nối qua Claude hoặc các dịch vụ tương tự.

MongoDB Movie Database

Enables querying and analyzing the MongoDB sample_mflix movie dataset through natural language, supporting searches by title, genre, actors, directors, ratings, and providing aggregate statistics like counts and averages.

Webhooks MCP

Enables sending HTTP requests to webhooks with dynamic parameters, supporting all HTTP methods (GET, POST, PUT, PATCH, DELETE), custom headers, and configurable timeouts with detailed error handling and validation.

wrike-mcp-server

Một triển khai đơn giản của máy chủ Wrike MCP để giúp bạn tích hợp Wrike với các công cụ LLM yêu thích của mình.

Discord Decision MCP

Enables AI agents to request user decisions and send notifications via Discord when human intervention is required during autonomous tasks. It supports blocking questions with custom options, progress reporting, and persistent state for seamless remote task management.

ServiceTitan MCP Server (Enterprise)

An enterprise-grade MCP server for the ServiceTitan API featuring robust safety safeguards and domain-level control for production environments. It enables comprehensive interaction with ServiceTitan modules including CRM, dispatch, and accounting, alongside specialized tools for operational and revenue intelligence.

gnomAD MCP Server

Provides a programmatic interface to the Genome Aggregation Database (gnomAD) API across versions v2.1.1, v3.1.2, and v4.1.0. It enables users to query gene metadata, variant information, population frequencies, and ClinVar data through a unified schema.

MCP Calculator Server

A calculator server that exposes mathematical functions as tools (add, subtract, multiply, divide, square, power, square root), enabling language models to perform calculations through Model Context Protocol (MCP).

Docfork

Provides up-to-date documentation for 9000+ libraries directly in your AI code editor, enabling accurate code suggestions and eliminating outdated information.

lemon-cake-mcp

Pay-per-call USDC payment proxy for AI agents. Issue scoped Pay Tokens with hard spending caps and auto-journal every charge to freee / Money Forward / QuickBooks.

Flux UI MCP Server

Cung cấp thông tin tham khảo cho các thành phần Flux UI, cho phép các trợ lý AI truy cập tài liệu và ví dụ về thành phần từ hệ thống thiết kế Flux UI.

PDF Reader MCP Server

Empowers AI agents to securely read and extract information (text, metadata, page count) from PDF files within project contexts using a flexible MCP tool.

MCP Server for SS&C Next Generation

An MCP-compatible server that connects AI agents to SS&C Next Generation, enabling automated execution of business processes via REST API.

OMNI-MQTT-MCP

Enables AI assistants to publish and subscribe to MQTT topics with configurable transport options (STDIO, Streamable HTTP, SSE), supporting both local development and web deployments with flexible broker authentication.

Grafana MCP Server

A server that enables AI assistants to access and query Grafana dashboards, metrics, logs, and configurations through an MCP protocol interface.

Lerian MCP Server

Provides AI assistants with comprehensive documentation, tutorials, and SDK code generation for all 5 Lerian products (Midaz, Tracer, Flowker, Reporter) through a single unified tool. Documentation-only mode with no live API access.

kit-mcp

An agent-optimized MCP server for Kit.com (formerly ConvertKit) that enables full management of email marketing campaigns, subscribers, and broadcasts. It provides 13 composite tools covering the entire Kit V4 API with built-in rate limiting and formatted responses for efficient AI interaction.

TikTok Ads MCP Server

Enables AI assistants to manage TikTok advertising campaigns through the TikTok Ads API. Supports campaign creation, performance analytics, audience management, creative operations, and custom reporting through natural language interactions.

ActionsMCP

A Model Context Protocol server that exposes project-specific development tools (tests, linters, typecheckers) to coding assistants through a simple YAML configuration, eliminating the need for manual command approval.

MCP LINE Server

Enables AI assistants to send LINE messages, including text, stamps, Flex Messages, and check message quotas through the LINE Messaging API.

Cloud Agent MCP Server

Enables AI assistants to create and manage Cursor Cloud Agents that autonomously work on GitHub repositories, including creating tasks, monitoring progress, and automatically generating pull requests.

ember-memory

Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts, subtext, and unspoken context.

Browser History Analysis MCP

A local MCP server for retrieving and analyzing your browser history. Makes it easy for a client to identify patterns, analyze sessions, and create a comprehensive report.

Adobe Experience League MCP Server

Enables AI assistants to search and fetch documentation content from Adobe Experience League, allowing natural language queries to retrieve Adobe product documentation and articles.

Waroom MCP

A Model Context Protocol (MCP) server that enables interaction with Waroom API to retrieve incident information and postmortem details through a standardized protocol.

Microsoft Dataverse MCP Server by CData

Microsoft Dataverse MCP Server by CData

MSFT-Mail+Calendar

MSFT-Mail+Calendar

📬 mcp-index

Công cụ CLI để lập chỉ mục các máy chủ MCP vào mcprepository.com

Vale MCP Server

Integrates Vale prose linting into AI coding assistants, enabling users to check text files for style and grammar issues using Vale's powerful linting engine. Provides automated style feedback with smart configuration discovery and rich formatted results.

Computer Vision MCP Server

Enables image captioning and analysis through natural language by processing images from URLs or local files. Supports both OpenRouter's Gemini 2.5 Flash and local vision models for generating concise, descriptive captions.