Discover Awesome MCP Servers

mcp-ai-voice

Enables AI agents to synthesize natural speech using either platform system voices or premium OpenAI TTS, with automatic engine selection and graceful fallback.

Better Prompts MCP

Automatically extracts actionable methodologies from articles and URLs, stores them in a vector database, and retrieves relevant methods to enhance user prompts for more effective AI interactions.

MCP-Discord

Enables AI assistants to interact with Discord servers through a bot, supporting channel management, messaging, forum operations, reactions, and webhooks.

MCP Document Indexer

Enables real-time indexing and semantic search of local documents (PDF, Word, text, Markdown, RTF) using vector embeddings and local LLMs. Monitors folders for changes and provides natural language search capabilities through Claude Desktop integration.

alaya

Enables Claude Code to serve as the primary interface for a personal knowledge vault (zk or Obsidian), allowing full read, write, search, and synthesis operations on notes.

remote-mcp-server

Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling tool calls via SSE from clients like Claude Desktop.

Reality Calendar MCP Server

Enables interaction with tool data stored in Google Drive Excel files through cached SQLite database. Provides access to tool information and descriptions with automatic background synchronization and OpenWebUI compatibility via OpenAI proxy.

Storyblok MCP Server

Enables comprehensive management of Storyblok CMS through natural language interactions. Supports story creation and publishing, asset management, component schema updates, release workflows, and content discovery across all major Storyblok APIs.

dochost

Publish Markdown or HTML to a clean, shareable public link straight from your AI assistant — OAuth sign-in, no API keys. Tools: publish and list_my_pages.

Test Generator MCP Server

Enables automatic generation of test scenarios from user stories uploaded to Claude desktop. Leverages MCP integration to streamline the test case creation process for development workflows.

MCP Weather Server

Enables AI agents to access real-time and historical weather data through multiple weather APIs including OpenMeteo, Tomorrow.io, and OpenWeatherMap. Provides comprehensive meteorological information including current conditions, forecasts, historical data, and weather alerts.

MCP Think

A Model Context Protocol server that provides AI assistants like Claude with a dedicated space for structured thinking during complex problem-solving tasks.

Model Context Protocol (MCP) Server

A Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.

mcp-api-tests

Starter scaffold for a workshop to build an MCP API testing server, intended to be extended through incremental steps.

Stamp it

An MCP server that adds full-screen text or image watermarks to images with intelligent color adaptation and multi-language support.

visualcrossing

Provides access to Visual Crossing Weather Timeline API for weather data retrieval via natural language queries.

MATLAB MCP Server

A Model Context Protocol (MCP) server that enables seamless integration between MATLAB and MCP-compatible applications like Claude Code. Execute MATLAB code, manage workspace variables, create plots, handle data I/O, and more - all through a token-efficient MCP interface.

Salesforce MCP UI Automation

Automates Salesforce via browser using Playwright with persistent session. Supports Data Cloud, Setup, and other UI-only areas through generic tools.

缔零法则Lawgenesis

缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台，致力于通过代理AI技术减少人力成本，高效高精度为用户提供分钟级接入的内容风控解决方案，破解安全威胁，提供从风险感知到主动拦截策略执行的全链路闭环与一体化解决方案。This MCP tool is an AI-powered content security review platform built on LLM and RAG technologies, designed to achieve fully automated risk identification that completel

@cyanheads/openfec-mcp-server

Access FEC campaign finance data through MCP. Query data about candidates, money trails, and election filings. STDIO & Streamable HTTP.

Parallels RAS MCP Server (Python)

Here are a few ways to translate "MCP server for Parallels RAS using FastAPI" into Indonesian, depending on the nuance you want to convey: **Option 1 (Most straightforward):** * **Server MCP untuk Parallels RAS menggunakan FastAPI.** This is a direct translation and is generally well-understood. It's suitable for technical documentation or when the audience is familiar with the acronyms. **Option 2 (Slightly more descriptive):** * **Server MCP untuk Parallels RAS yang dibuat menggunakan FastAPI.** This translates to "MCP server for Parallels RAS *that is built* using FastAPI." It emphasizes the technology used to create the server. **Option 3 (If "MCP" needs clarification):** * **Server MCP (Manajemen Konfigurasi Pusat) untuk Parallels RAS menggunakan FastAPI.** This translates to "MCP (Central Configuration Management) server for Parallels RAS using FastAPI." It defines the acronym "MCP" as "Central Configuration Management" (Manajemen Konfigurasi Pusat). Use this if you think your audience might not know what "MCP" stands for. You can also put the acronym definition in parentheses after the first use of "MCP" in a longer text. **Option 4 (Focus on the purpose):** * **Server MCP untuk mengelola Parallels RAS, dibuat menggunakan FastAPI.** This translates to "MCP server for *managing* Parallels RAS, built using FastAPI." This emphasizes the function of the MCP server. **Which option is best depends on the context:** * If your audience is technically savvy and familiar with "MCP" and "FastAPI," **Option 1** is the most concise and appropriate. * If you want to emphasize that the server is *built* with FastAPI, use **Option 2**. * If you need to define "MCP," use **Option 3**. * If you want to highlight the server's purpose, use **Option 4**. In most technical contexts, **Option 1** is likely the best starting point.

Vercel Functions MCP Server Template

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and fetching weather data to demonstrate basic tool implementation and API integration patterns.

Mnehmos Synch

Provides persistent context synchronization and memory management for AI agents across sessions and projects, including file indexing, bug tracking, spatial navigation, and agent-to-agent handoff coordination.

mcp-onedrive-sharepoint

Enables file and site management across OneDrive and SharePoint via Microsoft Graph API, with support for 33 tools and a CLI.

market-data-mcp

Real-time financial market data MCP server. Stocks, crypto, technicals, sentiment, FDA calendar. No API keys required.

doc-ingestor-mcp

An MCP server that uses Docling to convert PDFs, Office documents, images, audio, and more into clean Markdown for AI processing and RAG pipelines.

Terminal Controller MCP Server

Enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

Flight Finder MCP

Enables Claude to search and compare flights across multiple providers (Skyscanner, Google Flights, Kiwi.com) with smart caching, parallel queries, and flexible filtering.

mcp-tomtom

Enables AI agents to query TomTom Search and Routing APIs, including geocoding, places, and route planning.