Discover Awesome MCP Servers

Bucketeer Docs Local MCP Server

Enables AI assistants to search and retrieve content from Bucketeer's feature flag and experimentation documentation for accurate information.

GenGEO

Machine-readable merchant verification infrastructure for AI shopping agents and agentic commerce systems.

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.

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.

MCP Character Count

Enables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.

Garmin Workouts MCP Server

Enables creation, management, and scheduling of Garmin Connect workouts from natural language descriptions, plus viewing activities, calendar data, and weather information from completed workouts.

patsnap-mcp-biology-modality

Search 1B+ biological sequences, antibodies, and multi-omics data via specialized bio-intelligence tools.

Twitter MCP Server

이 MCP 서버는 클라이언트가 트위터와 상호 작용하여 트윗을 게시하고 트위터를 검색할 수 있도록 합니다.

DotnetTemplateMCP

MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation

Financial Analysis MCP Server

Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.

BambooHR MCP Server

Enables AI assistants to interact with BambooHR's API through natural language queries. Provides access to employee data, time off management, company files, and HR operations with comprehensive tools for workforce management.

updsts

Automatically update AWS credential files with temporary STS tokens and retrieve credential info, enabling secure credential management via Agent tools.

roundtable-mcp

Enables Claude to orchestrate multi-model AI roundtable discussions between GPT-4o, Gemini, Grok, and DeepSeek through independent responses and cross-critique rounds. It supports various discussion presets such as debate, brainstorm, and consensus to facilitate diverse perspectives and synthesis.

Flux Schnell Server

Flux Schnell 모델을 기반으로 한 MCP 이미지 생성 서버로, 텍스트 프롬프트로부터 사용자 정의 가능한 크기와 시드를 사용하여 이미지를 생성할 수 있는 API 접근을 제공합니다.

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.

AI Repo Adventures MCP

Transforms code repositories into interactive, themed adventures for exploration and learning through a Model Context Protocol server.

Replicate

사용자가 모델 컨텍스트 프로토콜을 통해 Replicate의 AI 모델 및 예측에 접근하고 관리할 수 있도록 지원하며, 모델 예측 및 파라미터를 생성, 취소, 검색하는 도구를 제공합니다.

Quip MCP Server (TypeScript)

A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. It provides tools to read spreadsheet data from Quip documents and return the content in CSV format.

Google Chat Webhook MCP Server

Sends messages to Google Chat via webhooks with automatic Markdown to Cards V2 conversion, supporting headers, lists, code blocks, tables, and images with validation and fallback handling.

Feedback Pipeline MCP Server

Bridges Notion custom agents with Claude Code to automate bug reproduction and fix implementation. It utilizes Playwright for browser automation to verify issues and Claude Code to develop and test software fixes.

N Lobby MCP Server

A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.

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.

Siigo MCP Server

Enables interaction with the Siigo API to manage products, customers, and invoices with enterprise-grade security features like RBAC and audit logging. It supports financial reporting operations and secure data handling through the Model Context Protocol.

flin-linkedin-posts-mcp

Enables users to read and analyze their own LinkedIn posts and shares using OAuth login and LinkedIn's Member Data Portability API. Supports post listing, analysis, draft matching, and engagement enrichment.

OSRS MCP Server

Enables interaction with Old School RuneScape game data and Wiki through the Model Context Protocol, providing tools to search the OSRS Wiki and access game definitions for items, NPCs, locations, and game mechanics.

test-repo-from-custom-mcp

커스텀 MCP 서버에서 생성된 테스트 저장소

Shopify Liquid MCP Server

Provides instant, offline access to complete Shopify Liquid documentation (198 docs covering tags, filters, and objects) for AI assistants to help with theme development and Liquid templating.

Modes MCP Server

Enables programmatic control over Roo's custom operational modes with full CRUD operations and schema validation, allowing for seamless mode configuration and management.

Zapmail MCP Server

Enables AI assistants to interact with the Zapmail API through natural language commands for domain management, mailbox operations, and exports to third-party platforms like Reachinbox and Instantly. Provides complete coverage of 46+ Zapmail tools with dynamic API integration and multi-workspace support.