Discover Awesome MCP Servers

AI-Powered Jira MCP Server

Enables natural language interactions with Jira for creating issues, managing boards, searching tickets, and handling project operations. Supports conversational AI workflows with smart field detection and multi-turn conversations.

Tmux MCP Server

Enables programmatic control over tmux terminal sessions for SSH access, command execution, and terminal automation. Supports creating sessions, sending commands, capturing output, and managing multiple panes for interactive debugging and monitoring.

Pexpect MCP Server

Enables AI assistants to execute Python code with pexpect functionality for interactive debugging sessions with command-line tools like LLDB and GDB. Maintains a stateful Python session allowing programmatic control of interactive processes.

Qiita MCP Server

Enables searching and browsing Qiita articles, including filtering by tags and users, retrieving comments, and accessing bookmarked articles. Supports both public Qiita and private Qiita Team instances.

Genanki MCP Server

Enables automated generation of Anki flashcard decks with rich CSS templates and media assets. Provides secure deck creation with sandboxed media handling and temporary download links for .apkg files.

WPCS MCP Server

Integrates WordPress Coding Standards (WPCS) with Claude AI to automatically check and fix code quality issues in WordPress plugins and themes before commits.

Flux Schnell Server

An MCP image generation server based on the Flux Schnell model that provides API access for generating images from text prompts with customizable dimensions and seeds.

Kokoro TTS MCP Server

Enables AI agents to generate and play high-quality text-to-speech audio using the Kokoro model, with support for multiple voices, adjustable speaking speed, and audio caching.

scvi-tools MCP Server

Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

MCP Apps Server

An MCP server template integrated with the OpenAI Apps SDK for building ChatGPT-compatible widgets with automatic tool registration. It provides a suite of interactive UI components and ecommerce examples for creating type-safe, theme-aware widgets.

Combined ELFA AI and CoinGecko MCP Server

Combined ELFA AI and CoinGecko MCP Server

Todoist MCP Server

Provides Todoist task management capabilities to AI assistants through the Model Context Protocol. Enables users to interact with their Todoist projects and tasks directly through Claude Desktop using natural language commands.

MCP Search Analytics Server

A Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.

MediaSage

Tracks movies, books, and TV shows with ratings and preferences, providing intelligent cross-media recommendations. Automatically fetches metadata from OMDB, Google Books, and TMDB to help manage watchlists and analyze viewing patterns.

MCP Stdio to SSE Proxy

Acts as a proxy between a local Stdio connection and a remote Model Context Protocol server running over Server-Sent Events. It specifically enables Stdio-based MCP clients to connect to the SwiftZilla remote SSE endpoint.

ChatterBox MCP Server

A Model Context Protocol server that enables AI agents to join and interact with online meetings (Zoom and Google Meet), capturing transcripts and recordings to generate meeting summaries.

Storm MCP Server with Sionic AI serverless RAG

Mirror of

AKShare One MCP Server

An MCP server based on akshare-one, providing interfaces for China stock market data.

MCP Rust/Slint Development Server

Provides up-to-date information for Rust and Slint development by fetching real-time data from GitHub repositories, including package search, UI components, release news, and development resources with automatic caching and refresh capabilities.

OpenTK Model Context Protocol Server

A bridge between large language models and Dutch parliamentary data, providing access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer.

Wine Tasting Visual Vocabulary MCP Server

Translates wine tasting vocabulary (varietal, terroir, balance, aging) into visual parameters for AI image generation, enabling sommeliers to describe wines in their native sensory language and get corresponding visual attributes for creating wine-inspired imagery.

mcp-snyk

A standalone Model Context Protocol server for Snyk security scanning functionality.

mcp-server-leetcode

A Model Context Protocol (MCP) server for LeetCode that enables AI assistants to access LeetCode problems, user information, and contest data.

Learning Assistant Server

MCP server for analyzing PDFs and recommending study problems

AWS S3 MCP Server

Provides secure access to AWS S3 buckets through pre-signed URLs, enabling listing, downloading, uploading, and deleting objects.

Cursor Sound MCP

Plays sound effects when Cursor AI completes code generation, providing audio feedback for a more interactive coding experience.

GIF Creator MCP

Converts video files to GIF animations with customizable settings like FPS, dimensions, and duration.

UI Expert MCP Server

Provides professional UI/UX design expertise and frontend development tools for analyzing interfaces, generating design systems, and creating modern components with accessibility and best practices built-in. Supports React, Vue, Angular and other frameworks with seamless Claude Code CLI integration.

Mindpilot MCP

Visualize anything from Claude Code as a mermaid diagram in a locally hosted web app.

MCP Memory LibSQL Go

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.