Discover Awesome MCP Servers

apogeoapi-mcp

Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 base currencies, and IP geolocation for AI assistants. Powered by ApogeoAPI.

MCP Agentic AI Server

A dual-server MCP implementation with task-based AI processing using Google Gemini API, featuring tool integration, real-time monitoring dashboard, and extensible framework for custom AI workflows.

Pocket Connector

🔗 用于从 Pocket API 检索已保存文章并将其加载到 Claude 中的模型上下文协议 (MCP) 服务器

Clockify MCP Server

Integrates with Clockify time tracking API to retrieve user information, manage projects, and log time entries with flexible time specifications across workspaces.

Apache Health MCP

An MCP server for querying and analyzing Apache Incubator podling health reports. It provides tools to list, search, and compare podling metrics across different time windows from Apache's health report Markdown files.

Memory MCP Server

A lightweight MCP server that provides persistent key-value storage for AI agents using SQLite and Bun. It enables agents to store, retrieve, and manage memories with optional JSON metadata for long-term context retention.

Video to Text MCP Server

Enables downloading videos from platforms like YouTube and converting them to text using OpenAI Whisper and ffmpeg. It supports multiple output formats including TXT, JSON, SRT, and VTT for transcriptions.

Swiftcode MCP Server

A Model Context Protocol server that automates code generation for web development, specializing in creating TypeScript API clients from Swagger/OpenAPI specs and Vue.js components for frontend development.

MCP Agent Memory

A production-ready MCP server that enables multiple AI agents to collaborate through a shared, concurrency-safe memory space. It supports advanced search, full CRUD operations, and automatic backups to facilitate asynchronous communication between agents.

Plausible Analytics MCP Server

Enables AI assistants to query website statistics from Plausible Analytics, providing access to metrics like real-time visitors, traffic trends, and page performance. It supports both Plausible Cloud and self-hosted instances through the Stats API v2.

Mintline MCP Server

Connects AI assistants to Mintline receipts and transactions via the Model Context Protocol. It enables users to search, filter, and manage financial records, including matching receipts with bank transactions through natural language.

GitHub MCP Server

A Python-based Model Context Protocol server that provides 87 tools for comprehensive interaction with the GitHub API. It enables AI agents to manage repositories, issues, pull requests, workflows, and projects through automated commands.

Royal MCP

Production MCP server that runs as a WordPress plugin, exposing 40+ tools for managing posts, pages, custom post types, WooCommerce products, media, users, and menus from any MCP client. Includes API key + OAuth 2.0 authentication, rate limiting (60 req/min per IP), and activity logging. Free on WordPress.org

Agent-MQ

agent-mq is a message queue that enables AI coding agents to communicate with each other across sessions and machines. Agents can send messages, delegate tasks, and coordinate work — all through MCP tools. Supports Claude Code, Cursor, Codex, OpenClaw, and any MCP-compatible tool. UUID-based authentication with per-user data isolation. Self-hostable with Docker.

AppCan Helper MCP Server

Enables users to search and access AppCan mobile development platform documentation with intelligent fuzzy search, caching, and content retrieval. Provides comprehensive access to AppCan's API documentation, development guides, and tutorials through natural language queries.

DataFrame Analyst MCP

Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.

mcp-freshbooks

Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, expenses, payments, time tracking, projects, estimates, and financial reports. OAuth2 with automatic token refresh.

Figma Structured MCP

Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

SupaMCPBuilder

A runtime-configurable MCP server for Supabase databases that enables dynamic tool creation through JSON configuration. Build custom database operations (select, insert, update, delete) without writing code, with built-in authentication and template support.

Healthcare MCP Server

一个模型上下文协议服务器，为人工智能助手提供访问医疗保健数据工具的权限，包括 FDA 药品信息、PubMed 研究、健康主题、临床试验和医学术语查询。

3D Asset Processing MCP

Enables processing, validation, optimization, and analysis of 3D models with glTF/GLB support, including format conversion, compression (Meshopt/Draco), texture optimization, and detailed model statistics.

Dokploy MCP Server

Enables AI assistants to manage Dokploy deployments, including creating and deploying applications, managing databases, configuring domains with SSL, and monitoring application status through a standardized interface.

🏆 Audiense Demand MCP Server

这个 MCP 帮助您与您的 Audiense Demand 账户进行交互。它提供工具来创建和分析需求报告、跟踪实体表现，并获得跨不同渠道和国家/地区的洞察。

Okta MCP Server

Enables LLM agents to manage Okta organizations through natural language, providing full CRUD operations for users, groups, applications, policies, and system logs via Okta's Admin Management APIs.

Haravan MCP

Enables AI assistants to interact with Haravan e-commerce platforms via MCP protocol for natural language management of stores. Provides 7 smart analytics tools for insights and 63 base tools for CRUD operations on products, orders, customers, and inventory.

ECharts MCP Server

Enables generation of various chart types (bar, line, pie, scatter, radar, heatmap, and more) using ECharts library, returning preview URLs to visualize data through natural language requests.

Pagila MCP

A read-only Model Context Protocol server developed with FastMCP for querying the Pagila PostgreSQL database. It enables secure access to movie rental data including films, actors, and customer information through natural language queries.

Omni Service Node

56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, crypto/DeFi, geopolitical intelligence, SEC filings, GitHub velocity, sanctions screening. USDC on Base Mainnet via x402.

MCP Servers

MCP Servers for dev work