Discover Awesome MCP Servers

Vercel MCP

An MCP server that provides various tools for interacting with the Vercel API, enabling management of deployments, DNS records, domains, projects, and environment variables through natural language commands.

ibm-cloud-docs-mcp-server

Enables AI clients to search and retrieve IBM Cloud documentation, converting pages to clean Markdown.

Swiss Data Protection MCP

Enables querying Swiss data protection regulations, FDPIC/EDOB decisions, and guidelines directly from MCP-compatible clients like Claude.

infra-advisor-mcp

Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.

IBM Storage Scale MCP Server

Model Context Protocol (MCP) server for interacting with IBM Storage Scale clusters, enabling management of storage resources through natural language.

mcptube-vision

Transforms YouTube videos into a persistent, structured knowledge base using transcripts and visual frame analysis, enabling knowledge compounding and natural language querying.

memorylens-mcp

MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory

MCP Spotify

An MCP server template that likely enables interaction with Spotify's API, allowing users to perform Spotify-related operations through natural language commands.

Feishu/Lark OpenAPI MCP

A tool designed to help users connect AI Agents with the Feishu/Lark platform, encapsulating Feishu/Lark Open Platform API interfaces as MCP tools for document processing, conversation management, calendar scheduling and more.

MCP Python Server & Client

A comprehensive MCP server and client implementation in Python exposing tools (calculator, string utilities, simulated weather), resources (file reader, system info), and prompts (code review, summarization) with security hardening and full configuration management.

Search MCP Server

Enables searching and discovering existing MCP servers from the official GitHub repository, with features like dynamic data scraping and configurable caching.

Tunzaa MCP Server

Enables AI agents to integrate Tunzaa Payments by generating accurate boilerplate code and webhook handlers. Operates in mock mode by default with optional live verification against Tunzaa APIs when credentials are provided.

MCP Personal Tools Server

A simple server implementing the Model Context Protocol (MCP) that exposes personal tools like note-taking for compatible MCP clients or agents.

accessibility-mcp

Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives, keyboard guidance, and official source code examples for accessible widgets. It includes tools for listing patterns, retrieving specific specs, and performing semantic searches via Ollama.

MCP Code Intelligence

Intelligent code search MCP server with AST analysis, call graphs, dependency tracking, and semantic embeddings for developers.

JSON to Excel MCP by WTSolutions

The JSON to Excel MCP provides a standardized interface for converting (1)JSON data (2)URL pointing to JSON files into CSV format

israel-weather-mcp-agent

Provides MCP tools to fetch weather forecasts for Israeli cities using browser automation with Playwright, without relying on external APIs.

Discord MCP Server

Enables AI agents to send and receive Discord messages using a user's account to facilitate real-time testing and development of bot commands directly from an editor. It provides tools for listing guilds, managing messages, and monitoring bot responses within Discord channels.

jina-web-mcp

Enables web search and webpage scraping using Jina AI services.

ctx

Local MCP server for decision trace capture and deterministic explanations, providing tools to start, track, and query decision traces, and resources to retrieve trace data.

Personal Context Technology MCP Server

Here are a few options for translating "Personal Context Technology for AI Personalization MCP server," depending on the nuance you want to convey: **Option 1 (Most Literal):** * **Tecnología de Contexto Personal para la Personalización de la IA - Servidor MCP** * This is a direct translation, keeping the acronym "MCP" as is. It's suitable if "MCP" is a well-known abbreviation within your target audience. **Option 2 (Slightly More Explanatory):** * **Tecnología de Contexto Personal para la Personalización de la IA - Servidor MCP (Servidor de Contexto Personal)** * This option adds a brief explanation of what "MCP" might stand for, in case the audience is unfamiliar with the acronym. **Option 3 (Focus on Functionality):** * **Servidor MCP para la Tecnología de Contexto Personal en la Personalización de la IA** * This option reorders the phrase to emphasize the server's role. It might be suitable if you want to highlight the server aspect first. **Option 4 (If "MCP" needs to be fully translated):** * **Tecnología de Contexto Personal para la Personalización de la IA - Servidor de Gestión de Contexto Personal** * This option assumes "MCP" stands for "Personal Context Management" and translates it fully. **Use this only if you are certain of the meaning of the acronym.** **Important Considerations:** * **Target Audience:** Who are you translating this for? Their familiarity with technical terms and acronyms will influence your choice. * **Context:** Where will this translation be used? A technical document might allow for more literal translations, while marketing materials might benefit from a more explanatory approach. * **Meaning of MCP:** The most crucial factor is knowing what "MCP" stands for. If you don't know, try to find out before translating. If you can't find out, the first option (keeping the acronym) is the safest. I recommend using **Option 1** or **Option 2** unless you have more information about the meaning of "MCP." If you know what "MCP" stands for, please provide that information, and I can give you a more accurate translation.

Readwise MCP HTTP Server

Enables searching and accessing Readwise highlights and documents through HTTP endpoints using the Model Context Protocol. Provides vector and full-text search capabilities with streaming responses for retrieving reading highlights and notes.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling custom tool integration and connection to AI Playground or Claude Desktop.

Cariot MCP Server

Enables querying Cariot APIs for fleet management data, including alcohol checks, daily reports, drivers, vehicles, and realtime snapshots, with utility for generating chart configurations.

PostgreSQL MCP Server with Authentication

Provides authenticated access to PostgreSQL databases for Claude AI, enabling users to browse database tables, discover schemas, and execute custom SQL queries through natural language interaction.

Google Workspace MCP Server

A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calendar, and Apps Script APIs, featuring unique Apps Script support for AI-driven automation.

mcp-smbmap

Enables SMB enumeration and interaction through MCP tools, including share listing, file operations, and remote command execution.

note.com MCP Server

Enables interaction with note.com through API to search and read articles, manage posts and drafts, handle comments and likes, retrieve analytics, and access membership information.