Discover Awesome MCP Servers

Sentry MCP

A remote Model Context Protocol server acting as middleware to the Sentry API, allowing AI assistants like Claude to access Sentry data and functionality through natural language interfaces.

Gyazo MCP Server

A TypeScript-based MCP server that enables AI assistants to interact with Gyazo images using the Model Context Protocol, providing access to image URIs, metadata, and OCR data via the Gyazo API.

Cost Management MCP

An MCP server for unified cost tracking and analysis across AWS, OpenAI, and Anthropic. It enables users to query expenditures, compare costs across providers, and analyze usage trends through natural language.

Polarion MCP Servers

MCP Server for Polarion

Exchange Rate MCP Server

Enables currency conversion between 161+ currencies using real-time exchange rates from ExchangeRate-API. Provides a simple tool to convert amounts between different currencies with error handling for invalid inputs and API issues.

GullakAI MCP Server

Enables personal finance management through conversational AI, including expense tracking, budget monitoring, financial news simplification, and purchasing power comparisons across South Asian cities. Designed for WhatsApp integration with natural language commands for financial assistance.

Homello MCP

Provides access to Homello platform product documentation and configuration metadata through a single tool that returns API settings and bundled documentation.

Scanpy MCP server

MCP server for Scanpy

Exercises By Api Ninjas MCP Server

Enables users to search and retrieve fitness exercise information from the Api Ninjas database. It supports filtering by exercise name, target muscle, type, and difficulty level.

Context7 MCP

Provides LLMs with up-to-date, version-specific documentation and code examples from library sources directly into prompts, eliminating outdated code generation and hallucinated APIs.

Tencent Cloud COS MCP Server

A server based on MCP protocol that allows large language models to directly access Tencent Cloud Object Storage (COS) and Cloud Infinite (CI) services without coding, enabling file storage, retrieval, and processing operations.

MCP Excel Workbook Processor

An MCP server for GitHub Copilot that enables reading and processing Excel workbooks (.xlsx) via Docker Compose. Users can extract data from entire workbooks or specific sheets by name or index, returning the information in JSON format.

Article Quadrant Analyzer MCP Server

Extracts content from articles, URLs, and images (via OCR), then generates intelligent 2x2 quadrant analysis visualizations in Chinese with direct ASCII matrix output for analyzing work processes, collaboration patterns, and content strategy.

Email MCP Server

Enables AI to send, read, search, delete and reply to emails through SMTP or Gmail API, supporting common email services like QQ, 163, Gmail and Outlook with HTML/text formats and attachments.

Homra Heartbeat 2.0

A Python-based MCP server and React dashboard designed for system monitoring and automated notifications via PushPlus and Notion. It enables users to deploy a secure heartbeat tracking system with real-time updates through SSE.

Remote MCP Server (Authless) for Cloudflare Workers

A template for deploying remote Model Context Protocol servers to Cloudflare Workers using Server-Sent Events (SSE) without authentication. It enables developers to build and host custom tools that can be accessed by local clients like Claude Desktop or the Cloudflare AI Playground.

MCPHub

Embeddable Model Context Protocol (MCP) solution for AI services. Seamlessly integrate MCP servers with OpenAI Agents, LangChain, and Autogen frameworks through a unified interface. Simplifies configuration, setup, and management of MCP tools across different AI applications.

mcp-kagi-search

A MCP server implementation for Kagi's API using npx, so it can easily be run in n8n.

File Operations MCP Server

Provides tools for common file processing operations including reading files, listing directories, searching across files, getting file info, and counting lines with built-in security features like path traversal protection.

MCP Server for Spotify

A spotify MCP server

Delphi Compiler MCP

Enables compilation of Delphi (RAD Studio) Object Pascal projects through natural language commands. Supports automatic Debug/Release builds for Win32 and Win64 platforms using the native Delphi compiler toolchain.

Katana MCP Server

Integrates ProjectDiscovery's Katana web crawler with Claude Desktop, enabling users to crawl websites, discover endpoints and hidden resources, extract JavaScript files, and perform reconnaissance with customizable depth, scope, and filtering options.

oda-mcp

Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms through an MCP-compatible interface. Users can search for products, manage their shopping cart, and access order history using natural language commands.

mercadolibre-mcp

Connects AI agents to MercadoLibre, the largest e-commerce marketplace in Latin America. Search products, get item details, browse categories, track trends, and convert currencies.

MiniMax MCP Server

Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agents to perform image understanding, text-to-image generation, and speech synthesis. It provides a standardized interface for accessing MiniMax's core tools via JSON-RPC.

Wayland MCP Server

Enables AI assistants to automate Wayland desktop environments through screenshot analysis, mouse control, and keyboard input simulation. It supports visual context via VLM providers like Gemini and OpenRouter to perform complex, multi-step desktop actions.

MCP Server with OpenAI Integration

Production-ready MCP server that integrates OpenAI API with extensible tool support, enabling dynamic plugin loading and knowledge search capabilities through multiple interfaces including CLI and browser UI.

Wireshark MCP Server

A containerized server that enables AI clients to perform automated network packet analysis, protocol inspection, and traffic forensics using Wireshark/tshark. It features a stateless design that synchronizes PCAP files directly from GitHub for secure and ephemeral analysis sessions.

KubeBlocks Cloud MCP Server

MCP server for KubeBlocks Cloud

TalkToAnki

An MCP server that enables AI assistants to seamlessly manage Anki flashcards, decks, and templates through the AnkiConnect API. It supports intelligent querying, batch note creation, and detailed study progress analysis using natural language.