Discover Awesome MCP Servers

GitLab MCP Server

Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pipelines, and create Architecture Decision Records. It enables seamless code searching, pipeline triggering, and deployment management through the Model Context Protocol.

Apple MCP Tools

A collection of tools that enable AI assistants to interact with Apple applications and services including Contacts, Notes, Messages, Mail, Reminders, Calendar, Maps, and Web Search through the Model Context Protocol.

STRING-MCP

A Model Context Protocol server that provides tools for interacting with the STRING database to analyze protein-protein interaction networks and functional enrichment. It enables users to map protein identifiers, retrieve interaction data, and generate biological network visualizations through natural language interfaces.

Sefaria Jewish Library

Cung cấp quyền truy cập vào các văn bản Do Thái từ thư viện Sefaria. Máy chủ này cho phép các Mô hình Ngôn ngữ Lớn truy xuất và tham khảo các văn bản Do Thái thông qua một giao diện được tiêu chuẩn hóa.

GitHub MCP Server by CData

GitHub MCP Server by CData

MCP Context Hub

A local MCP server for RAG memory, semantic search, and context optimization using Ollama and SQLite. It serves as a central hub that manages document embeddings, text compression, and proxies calls to other sub-MCP servers.

Video Convert MCP

A professional video format conversion tool based on MCP protocol that supports multiple formats, batch processing, and quality control for video files.

Octagon VC Agents

An MCP server that runs AI-driven venture capitalist agents whose thinking is continuously enriched by Octagon Private Markets' real-time deals and intelligence for pitch feedback, diligence simulations, and term sheet negotiations.

Notion MCP Server

Enables AI assistants to search, create, and manage Notion workspace content including pages and databases. It supports advanced database querying, page updates, and content organization through natural language conversations.

CodeWeaver MCP Server

Converts entire codebases into a single, AI-readable Markdown document with structured directory trees and syntax highlighting. It enables AI assistants to analyze complete project contexts for tasks like code reviews, documentation, and refactoring.

pharo-nc-mcp-server

A local MCP server that enables users to evaluate Pharo Smalltalk expressions and retrieve system information via NeoConsole. It provides comprehensive tools for inspecting class definitions, method sources, and system metrics within a Pharo environment.

Wikipedia MCP Server

Provides Claude with real-time access to Wikipedia through four essential tools: search articles, get full content, retrieve summaries, and find related articles. Enables comprehensive Wikipedia research workflows with structured data access and no API keys required.

NetContextServer

NetContextServer hỗ trợ các trợ lý lập trình AI như Cursor AI hiểu sâu hơn về codebase .NET của bạn thông qua Giao thức Ngữ cảnh Mô hình (MCP). Điều này có nghĩa là các đề xuất mã chính xác hơn, câu trả lời tốt hơn cho các câu hỏi của bạn và trải nghiệm lập trình hiệu quả hơn.

Knowledge Base MCP Server

A zero-dependency MCP server that provides a persistent personal knowledge base for Claude using local JSON file storage. It enables users to manage notes through tools for adding, searching, and indexing content built entirely with Node.js built-ins.

quanttogo-mcp-servers

MCP servers for quantitative trading: live trading signals, market data, NAV history, portfolio management with dual-track (AUTO/MANUAL) performance comparison. Supports both stdio and Streamable HTTP transport.

grant-mcp

MCP server for searching research grants across NSF (US), ERC (EU), and KRF/NRF (Korea) via a unified interface. NIH excluded—covered by existing connectors.

agentline-mcp

Gives AI agents phone numbers, email, SMS, and voice calls as MCP tools, enabling them to provision numbers, capture 2FA codes, send messages, and make calls.

KiteMCP

A command-based MCP server that enables programmatic stock trading on Zerodha through natural language interfaces like Claude, allowing users to buy and sell stocks via API calls.

VidCap YouTube API MCP Server

Enables AI assistants to access YouTube video data including information retrieval, captions/transcripts, AI-powered summaries, screenshots, comments, and video search through the VidCap API.

Video Metadata MCP

Enables comprehensive video file metadata management including reading, editing, and batch processing of video properties like title, description, tags, and technical specifications. Supports multiple video formats with intelligent caching and search capabilities.

Code Merge MCP

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) giúp các mô hình ngôn ngữ lớn xử lý kho lưu trữ mã bằng cách cung cấp khả năng tạo cây thư mục, hợp nhất mã và phân tích mã.

Novita MCP Server

An MCP server that enables seamless management of Novita AI platform resources, currently supporting GPU instance operations (list, create, start, stop, etc.) through compatible clients like Claude Desktop and Cursor.

AI Makerspace: MCP Event

Một trình diễn ngắn gọn về cách bạn có thể tự xây dựng Máy chủ MCP của riêng mình!

ThousandEyes MCP

Enables AI assistants to query Cisco ThousandEyes v7 API for network monitoring data including tests, agents, alerts, dashboards, and test results (network, page-load, web-transactions, path visualization) for faster troubleshooting through natural language.

Marlo MCP

Enables interaction with Marlo's maritime finance and operations platform, providing access to vessel management, voyage tracking, financial data, banking transactions, loans, compliance reporting, and operational analytics for shipping businesses.

Simple Voice MCP Server

Enables text-to-speech playback with multiple Japanese character voices using VLC, supporting simultaneous audio playback and custom pronunciation dictionaries for English words.

rust-faf-mcp RMCP

Persistent project context in Rust. 8 MCP tools via rmcp SDK — parse, validate, score, compress, discover, and token analysis. Single binary, zero config. IANA-registered format (application/vnd.faf+yaml). One file, every AI platform.

OpenAccess MCP

Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunneling with enterprise-grade policy enforcement and audit logging. Provides AI assistants with secure, policy-driven access to remote systems while maintaining comprehensive audit trails and zero-trust security.

Glanser Guidelines MCP Server

Provides semantic search over a team's coding guidelines corpus using FastMCP, ChromaDB, and sentence-transformers. Enables fully offline operation with tools for searching, browsing, and filtering guidelines by scope.