Discover Awesome MCP Servers

Waygate MCP

A security-hardened, containerized MCP server framework that provides superior isolation and enterprise-grade security through Docker containers. Enables secure MCP command execution with comprehensive diagnostics, plugin architecture, and production-ready features like SSL/TLS and rate limiting.

NIH RePORTER MCP

一个模型上下文协议服务器，可以通过 NIH RePORTER 数据库实现对 NIH 资助的研究项目和出版物的对话式搜索。

MCP RAG Server

Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama for embeddings and ChromaDB for vector storage. It enables users to ingest and perform semantic searches across PDF, Markdown, and TXT documents within MCP-compatible clients.

transcriptor-mcp

An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large responses. Supports YouTube, Twitter/X, Instagram, TikTok, Twitch, Vimeo, Facebook, Bilibili, VK, Dailymotion. Whisper fallback — transcribes audio when subtitles are unavailable (local or OpenAI API). Works with Cursor and other MCP host

Vitally MCP Server

An MCP server that provides access to Vitally customer data, allowing users to manage accounts, users, tasks, and conversations through the Vitally API. It enables actions like querying account health scores and creating notes via natural language.

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

Mnemex

Provides human-like memory dynamics for AI assistants where memories naturally fade over time unless reinforced through use, mimicking the Ebbinghaus forgetting curve. Enables automatic saving, searching, and management of contextual information with temporal decay algorithms.

Swagger MCP

Automatically converts Swagger/OpenAPI specifications into MCP servers, enabling AI agents to interact with any REST API through natural language by exposing endpoints as AI-friendly tools.

PocketBase MCP Server

A comprehensive Model Context Protocol server for PocketBase that provides both user and administrative functionality, enabling authentication, collection/record management, file operations, and system administration through a standardized interface.

Microsoft Exchange MCP Server by CData

Microsoft Exchange MCP Server by CData

Mia-Platform Console MCP Server

Mia-Platform 控制台 MCP 服务器 (Mia-Platform Kòngzhìtái MCP Fúwùqì)

web3-jobs-mcp

web3-jobs-mcp

Giphy API MCP Server

An auto-generated Model Context Protocol Server that enables interaction with Giphy's API, allowing users to access and manipulate GIF content through natural language requests.

approveit MCP Server

A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with built-in prompt support for generating summaries of stored notes.

Telnyx MCP Server

Provides comprehensive access to Telnyx's telephony and communication services including call control, SMS/MMS messaging, fax, number management, and SIM card operations. Implements 822 API endpoints from Telnyx API v2.0.0 for complete telecommunications functionality.

Caiyun Weather MCP Server

A Model Context Protocol server that provides comprehensive weather data querying capabilities based on the Caiyun Weather API, supporting real-time weather, forecasts, and alerts with multi-language support.

NexusNote MCP Server

Enables debate search and citation functionality through web search, Wikipedia, arXiv, and AWS documentation APIs. Designed to power debate features with comprehensive research and citation tools via MCP protocol.

MCP Server

Provides remote filesystem operations, git repository management, and process execution capabilities for AI agents through the Model Context Protocol.

Riksarkivet MCP Server

Enables users to search and access digital collections from the Swedish National Archives (Riksarkivet) through multiple APIs. Supports searching records by keywords, exploring collections, and downloading historical images and documents.

Capacities-MCP-Plus

An enhanced MCP server for the Capacities knowledge management app. Features * List and explore spaces * Search content with full-text and title modes * Read full object content by ID (unique feature) * Save weblinks with tags and metadata * Add content to daily notes * Windows-compatible

Little Red Book Card MCP

Converts Markdown documents into beautifully styled knowledge cards with 18 different themes and generates them as HTML or image files (PNG/JPEG) in various sizes.

LinkedIn MCP Server

Enables direct access to LinkedIn through natural conversation, allowing users to search for people, jobs, companies, and groups, as well as view profiles using their existing Chrome browser session.

Funky Junction

Enables quantum circuit design and electromagnetic simulation optimization through Qiskit Metal and Octave/OpenEMS. Provides 25+ specialized tools across two integrated MCP servers for designing transmon qubits, analyzing CPW transmission lines, and automating parameter optimization workflows.

xcsift-mcp

An MCP server that enables AI assistants to parse Xcode and Swift build outputs into structured, token-efficient formats like JSON or TOON. It provides tools for executing build commands and extracting detailed diagnostic information such as errors, warnings, and test failures.

Airflow MCP

Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.

Flight + Stay Search MCP

Enables searching for flights (one-way, round-trip, multi-city) and hotels using the Duffel API, with support for filtering by cabin class, passengers, dates, and viewing accommodation reviews.

kChat MCP Server

Enables interaction with the kChat platform to manage channels, post messages, and handle message threads. It also allows users to retrieve channel histories, manage emoji reactions, and access workspace user profile information.

MCP SQLite Demo

A server that exposes SQLite database operations as tools, allowing natural language interactions with a database through LlamaIndex and Ollama LLM integration.