Discover Awesome MCP Servers

Artel

The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.

YouTube Transcript MCP Server

Enables fetching, searching, and analyzing YouTube video transcripts in multiple languages using yt-dlp. Supports timestamp filtering, language detection, and transcript summaries with robust error handling for production use.

WeatherTrax MCP Server

Provides real-time weather data and multi-day forecasts for any location worldwide.

Gemini Streamable HTTP MCP

A Docker-based deployment that wraps the Gemini MCP server with supergateway to expose its tool capabilities over Streamable HTTP. It enables users to perform image-editing workflows and interact with the Google Gemini API using a standardized web-accessible endpoint.

swift-patterns-mcp

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.

SwipeBuilder MCP Server

Enables programmatic access to your SwipeBuilder ad swipe library to retrieve saved ads and manage collections across various social media platforms. It allows for filtering swipes by platform or format and provides tools to monitor API credit usage through natural language.

Solana Model Context Protocol (MCP) Server

A Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.

Telegram MCP Server

Enables interaction with Telegram channels through the Bot API, supporting comprehensive messaging operations including sending text/photos, creating polls, managing reactions, and editing/deleting messages. Provides complete channel management capabilities for automated Telegram bot operations.

email-mcp

MCP server for email + calendar via classic Outlook on Windows (COM automation). No Azure app registration, no OAuth — it just drives the Outlook desktop client you're already signed into.

fd-mcp

Provides fast file search capabilities using fd (a modern find alternative), enabling AI assistants to efficiently navigate codebases, search file contents with ripgrep, and execute commands on matched files.

resume-onepage-autofit-mcp

From markdown resume to formatted PDF, a MCP server that generates single-page PDF resumes with smart overflow detection and layered content reduction strategies

mcp-govern

MCP server for investigating public transparency and detecting corruption patterns by cross-referencing open data from Catalan, Barcelona, and Spanish government sources, with 49 tools for contract, subsidy, salary, and lobbying analysis.

Google Slides MCP Server

Servidor MCP para Google Slides

GO2 Sport MCP Server

Enables controlling a Unitree GO2 robot's motion (forward, backward, left, right, stop, stand up, and move with custom velocities) via MCP tools, using ROS2 commands.

ChatGPT Codex Bridge

Self-hosted MCP server that lets ChatGPT work with your local codebase through explicit tools.

Gortex

High-performance code graph and code intelligence engine. Index code base into knowledge graph, supports 257 languages and native multi repositories environment

MYOB Codex MCP

Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only tools by default and mutating actions that require explicit approval before commit.

MBIT-Test

An MCP server for the MBTI personality test, supporting AI assistants to guide users through the personality test and provide result analysis.

ngmcp

Enables AI agents to query and browse Norton Guide database files, providing tools for reading entries, searching, and navigating menus.

Roblox Studio MCP

Connects AI assistants to Roblox Studio, enabling them to interact with instance hierarchy, edit Luau scripts, manage properties, and sync files over a local connection.

GitMCP

Transforms any GitHub repository or GitHub Pages site into a documentation hub for AI assistants using the Model Context Protocol. It allows AI tools to access real-time code and documentation to prevent hallucinations and provide accurate API usage examples.

SiliconFlow Flux MCP 服务器

Here are a few possible translations, depending on the specific context and intended meaning: **Option 1 (Focus on technical accuracy):** * **MCP de geração de imagens por IA baseado em porta de fluxo de silício.** (This is a very literal translation and might be best for technical documentation.) **Option 2 (Slightly more natural sounding):** * **MCP para geração de imagens com IA, baseado em portas de fluxo de silício.** (This is a bit more readable.) **Option 3 (If "silicon-based flow port" is a well-known term):** * **MCP de geração de imagens por IA com portas de fluxo de silício.** (This assumes the reader understands what "portas de fluxo de silício" refers to.) **Explanation of Choices:** * **MCP:** MCP is likely an acronym and should remain as is unless you know the full Portuguese equivalent. * **AI生图:** "Geração de imagens por IA" is the standard translation for "AI image generation." * **基于硅基流动端口:** "Baseado em porta de fluxo de silício" or "com portas de fluxo de silício" are the most direct translations. The choice depends on whether you want to emphasize the foundation or the presence of the ports. * **de:** The use of "de" (of) helps connect the phrases and make the sentence flow better in Portuguese. **Recommendation:** I would recommend **Option 2: MCP para geração de imagens com IA, baseado em portas de fluxo de silício.** It's a good balance of accuracy and readability. However, if you're writing for a highly technical audience, **Option 1** might be more appropriate. If "silicon-based flow port" is a common term in the field, **Option 3** is the most concise. To give you the *best* translation, I'd need more context about what "MCP" stands for and the specific application.

mcp-the-guardian

Enables searching and retrieving articles, sections, and tags from The Guardian via the Guardian Open Platform API.

codemem

Persistent memory MCP server that captures coding session context and automatically injects relevant memories into prompts using hybrid search for OpenCode and Claude Code.

imladris

Enables multi-LLM deliberation via a council of panel members, judges responses for consensus and contradictions, and returns analysis to the calling model.

projscan

An MCP server that provides AI coding agents with AST-accurate, context-budget-aware codebase querying, safety gates, and team policy integration via structured tools and a local plugin layer.

MCP Server Kalshi

Um servidor MCP para interagir com os mercados de previsão da Kalshi.

spring-nacos-mcp

A project-aware, read-only Nacos MCP server for Spring Cloud repositories.

Youtube-MCP

Production-grade Model Context Protocol server for YouTube intelligence. Extract, analyze, and automate insights from YouTube channels and videos using the official YouTube Data API v3. Built for AI agents, automation pipelines, and content intelligence workflows.