Discover Awesome MCP Servers

TTS-MCP

고품질 텍스트 음성 변환 기능을 Claude Desktop 및 기타 MCP 호환 클라이언트와 통합하여 다양한 음성 옵션과 오디오 형식을 지원하는 모델 컨텍스트 프로토콜 서버.

Roam Research MCP Server

A Model Context Protocol server that enables Claude Desktop to read from and write to Roam Research graphs, allowing for retrieving page content, finding references, and adding blocks to existing or daily pages.

Mempool MCP Server

A Model Context Protocol server that provides real-time Bitcoin blockchain and mempool data to AI clients, allowing access to comprehensive Bitcoin network information through various data tools.

TrainerML

Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.

Central-Memory-MCP

Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory

Time & Location MCP Server

An MCP server that automatically detects and provides current time and location information based on system timezone and IP geolocation.

Universal Database Gateway

유니버설 데이터베이스 MCP 서버는 MySQL, PostgreSQL, SQLite, DuckDB 등에 연결됩니다.

Tox Testing MCP Server

MCP 서버는 tox 명령을 실행하여 프로젝트 내에서 pytest를 사용하여 Python 테스트를 실행합니다. 사용자는 모든 테스트 또는 특정 테스트 그룹, 파일, 케이스 또는 디렉토리를 실행할 수 있습니다.

qweather-mcp

큐웨더 mcp

EdgarTools MCP

Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.

Rendi MCP Server

Enables cloud-based FFmpeg video and audio processing through the Rendi API, allowing AI assistants to convert, edit, and manipulate media files without local FFmpeg installation.

Documentation MCP Server

Enables AI assistants to navigate and query hierarchical documentation structures, supporting markdown files with YAML metadata and OpenAPI 3.x specifications. It features intelligent full-text search, metadata filtering, and a built-in web interface for both human and AI-driven documentation access.

MCP Server

A remote Model Context Protocol server that enables AI assistants to interact with external services through standardized JSON-RPC, providing tools for basic operations and conversation archiving.

arXiv MCP Server

Enables searching, downloading, and managing academic papers from arXiv.org through natural language interactions. Provides tools for paper discovery, PDF downloads, and local paper collection management.

GitLab MCP Server

A TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.

CBETA MCP Server

Provides access to the Chinese Buddhist Electronic Text Association (CBETA) online library of over 100 million characters of Buddhist scripture. It enables users to search, browse catalogs, and retrieve content from major collections like the Taishō Tripiṭaka.

FHIR MCP Server

Enables seamless integration with FHIR APIs for healthcare applications, allowing users to search, retrieve, create, update, and analyze clinical information through natural language interactions. Supports SMART-on-FHIR authentication and works with various healthcare systems like EPIC and HAPI FHIR servers.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

awesome-ads-mcp-servers

Awesome AdsMCP 서버 - Anthropic의 모델 컨텍스트 프로토콜을 통해 광고 API를 표준화합니다.

Integration App Server

이 MCP 서버 구현을 통해 사용자는 통합 앱 작업 공간에서 작업을 도구로 관리하고 Model Context Protocol을 통해 노출할 수 있습니다.

Minimal MCP Server for AutoCAD DWG

A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

HubSpot MCP Server

Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot data, allowing users to create/update CRM records, manage associations, and gain insights through natural language.

zettelkasten-mcp

Implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

kelnix-receipt-mcp-api

Turn any receipt into structured, accounting-ready JSON or clean Markdown with one API call. AI-powered vision extracts merchant, date, line items, tax, totals, and suggests GL accounts for instant bookkeeping. 50 free credits on signup.

Perplexity2 MCP Server

Enables AI-powered search and analysis of Google data through the Perplexity2 API, allowing users to discover insights and enhance decision-making capabilities.

MCPMan

A Model Context Protocol server manager that acts as a proxy/multiplexer, enabling connections to multiple MCP servers simultaneously and providing JavaScript code execution with access to all connected MCP tools. Supports both stdio and HTTP transports with OAuth authentication, batch tool invocation, and dynamic server management.

Google Docs MCP Server

Provides comprehensive interaction with Google Docs, featuring specialized support for document tabs, nested structures, and markdown conversion. It enables users to list, read, create, and perform complex batch updates on documents using Google service accounts.