Discover Awesome MCP Servers

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

Máy chủ MCP cơ sở dữ liệu đa năng kết nối với MySQL, PostgreSQL, SQLite, DuckDB, v.v.

Tox Testing MCP Server

Một máy chủ MCP thực thi các lệnh tox để chạy các bài kiểm tra Python trong một dự án bằng pytest, cho phép người dùng chạy tất cả các bài kiểm tra hoặc các nhóm, tệp, trường hợp hoặc thư mục kiểm tra cụ thể.

qweather-mcp

Dữ liệu thời tiết QWeather 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.

Codebase Contextifier 9000

Enables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.

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

Các máy chủ Awesome AdsMCP – chuẩn hóa các API quảng cáo thông qua Giao thức Ngữ cảnh Mô hình của Anthropic.

Integration App Server

Triển khai máy chủ MCP này cho phép người dùng quản lý và hiển thị các hành động dưới dạng công cụ từ không gian làm việc Ứng dụng Tích hợp của họ thông qua Giao thức Ngữ cảnh Mô hình.

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.

Open Legal Compliance MCP Server

Enables AI assistants to search and analyze legal documents from multiple jurisdictions including US federal and state law, case law, EU regulations, UK legislation, Canadian law, Congress bills, SEC filings, and FDA data through free government APIs.

Mammoth MCP Server

Converts Microsoft Word DOCX files to clean, semantic HTML with support for preserving formatting, tables, lists, and optionally embedding images as base64 data URIs.

MSSQL MCP Server

Enables interaction with Microsoft SQL Server databases through a virtual filesystem interface, comprehensive stored procedure management with draft-test-deploy workflows, safe write operations with transaction control, and performance analysis capabilities.

signbee-mcp

Document signing for AI agents. Send markdown or PDF for two-party e-signing with a single tool call — handles PDF generation, email verification, and SHA-256 certified delivery.