Discover Awesome MCP Servers

Kestra Python MCP Server

A Machine Comprehension Protocol server that enables AI assistants to interact with Kestra workflows through natural language, supporting operations like flow management, executions, backfills, and other Kestra features.

mcp-prompt-engine

MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine. Create reusable, logic-driven prompts with variables, partials, and conditionals that can be served to any compatible MCP client like Claude Code, Claude Desktop, Gemini CLI, etc.

Google Drive server

Tích hợp với Google Drive để cho phép liệt kê, đọc và tìm kiếm các tập tin, cùng với khả năng tự động xuất các tài liệu Google Workspace sang các định dạng phù hợp.

Paper MCP Server

Enables AI assistants like Claude to interact with Paper's trading platform API using natural language, allowing users to manage accounts, portfolios, trades, and access market data through conversational requests.

DOCX-MCP

Enables comprehensive Microsoft Word document manipulation through the Model Context Protocol, with advanced table operations including creation, data management, formatting, and bulk operations. Supports document creation, editing, and saving with plans for full document content management.

MCP Worktree Voting Server

Enables parallel implementation of tasks using git worktrees, allowing you to create multiple variants of a solution, evaluate them side-by-side, and select the best one.

Revit MCP Server

Allows AI assistants to interact with Autodesk Revit through the MCP protocol, enabling the AI to create, modify, and delete elements in Revit projects.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication, allowing users to execute SQL queries, manage clusters, create jobs, and access workspace resources through natural language.

mcp-server-gdrive

gdrive mcp capable of upload

Remote Memory MCP Server

Manages knowledge graph data synchronized with GitHub repositories, enabling remote storage and collaboration of memory entities, relationships, and observations.

Data Commons MCP Server

Enables AI agents to query and retrieve public statistical data from Data Commons through search and observation tools. Provides access to demographic, economic, and other statistical indicators for analysis and research.

MCP Run Python

Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.

Flint Note

Provides an agent-first note-taking system designed from the ground up for AI collaboration. Organizes your notes as a local vault of ordinary markdown files with semantic note types.

Yuque MCP Server

Enables AI assistants to interact with Yuque (语雀) platform through MCP protocol, supporting knowledge base management, document operations, search, and team collaboration features.

SureChEMBL MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.

MCP Dust Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép tương tác với các tác nhân Dust AI, cho phép tích hợp với các môi trường phát triển như Windsurf IDE và Claude Desktop.

H3 CLI MCP Server

An MCP server that allows AI assistants and LLMs to interact with the Horizon3.ai API for scheduling pentests, querying results, and automating security workflows through natural language commands.

Google Analytics MCP Server

A FastMCP-powered server that connects Google Analytics 4 data to Claude Desktop with automatic OAuth 2.0 authentication, enabling users to access GA4 metrics, properties, and reports through natural language queries.

Xava Labs MCP Template

A template repository for building Model Context Protocol (MCP) servers that enables developers to create interactive AI agents with real-time bidirectional communication capabilities through WebSocket and SSE endpoints.

MCP Echo Service

Provides echo tools for testing MCP protocol functionality with message echoing, delayed responses, and JSON data analysis capabilities.

PlayFab MCP Server

Một máy chủ cho phép các LLM (như Claude và VSCode Copilot) tương tác với dữ liệu Azure Cosmos DB thông qua các truy vấn bằng ngôn ngữ tự nhiên, đóng vai trò là một trình dịch giữa các trợ lý AI và cơ sở dữ liệu của bạn.

MCP Server for Cirro Data

This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

MCP Server TypeScript

A production-ready TypeScript MCP server providing basic tools (add, echo, timestamp), resources (server info, greetings, data access), and prompt templates (analyze, code-review, summarize). Serves as a foundation for building custom MCP servers with extensible architecture.

MockLoop MCP Server

A Model Context Protocol server that generates and runs mock API servers from API documentation like OpenAPI/Swagger specs, enabling developers and AI assistants to quickly spin up mock backends for development and testing.

Pinecone Developer MCP

Pinecone Developer MCP

ClickUp MCP Server

Enables AI assistants to interact with ClickUp's task management API for core project workflows, supporting operations like task creation, updates, search, assignment, and team analytics through natural language.

MCP SageMath Server

Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.

LDAP MCP Server by CData

LDAP MCP Server by CData

mcp-korean-spell

Máy chủ MCP để kiểm tra chính tả tiếng Hàn