Robuta

Dec 10, 2025 - Google is rolling out managed MCP servers to make its services “agent-ready by design,” starting with Maps and BigQuery, aiming to simplify messy...

Linear is the issue tracking tool built for high-performance teams. Access Linear's powerful issue tracking and project management features directly from...

Enables multilingual content translation for app localization, website content, and text data through a translate tool accessible via npx command with...

Learn to build powerful Model Context Protocol (MCP) servers that extend AI capabilities with custom tools, resources, and integrations. This comprehensive...

Desktop AI assistant for cross-app productivity and workflow automation.

Integrates with AWS SDK to execute SQL queries against Athena databases, enabling large-scale data analysis and business intelligence for AWS data lakes. |...

Integration with FireCrawl to provide advanced web scraping capabilities for extracting structured data from complex websites. | Model Context Protocol server...

A community-driven directory of Model Context Protocol (MCP) servers and clients. Browse curated lists of latest, featured, and official MCP entries w…

Integrates with Rayon Design CAD interface using browser automation to enable shape creation and drawing method searches for AI-assisted design workflows. |...

The Model Context Protocol promises powerful AI applications, but most implementations hit the same wall: how do you safely expose dangerous tools like...

Model Content Protocol (MCP) servers can be a security nightmare if not handled properly. This post explores a real-world command injection vulnerability in AI...

Oct 14, 2025 - Learn how Wasm helps to mitigate novel security risks associated with MCP servers.

Jun 30, 2025 - Learn how to building a secure MCP server where AI Agent tool access is managed by Cerbos, a decoupled, policy-driven Authorization service. You will learn how...

Built over 14 days, all locally run, no API keys, cloud services, or subscription fees.

DeepWiki provides up-to-date documentation you can talk to, for every repo in the world. Think Deep Research for GitHub. | Model Context Protocol server for AI...

AI-powered code editor with smart completion and refactoring tools.

Integrates with the LottieFiles API to enable search and retrieval of animations by keywords, popular collections, and detailed information without leaving the...

Command-line tool for creating and managing MCP hosts with streamlined setup for developers integrating AI capabilities into applications. | Model Context...

Integrates with NASA's Astronomy Picture of the Day API to retrieve daily space images and descriptions directly within the Cursor IDE development...

Integrates with DuckDuckGo to enable web search functionality, returning results as structured data for easy incorporation into AI workflows. | Model Context...

Sep 17, 2025 - Build an LLM app that uses tools from the Box MCP server to discover Box files and extract text from them.

Enables AI interaction with Autodesk Revit models through a Node.js server that provides tools for creating, modifying, and deleting BIM objects in...

Provides a bridge to Lark/Feishu workplace collaboration platform, enabling access to employee information and messaging capabilities with automatic...

Tools that expose a Model Context Protocol server to provide AI agents with web scraping, data extraction, or automation capabilities.

Build no-code MCP servers, connect 1,000+ apps and let AI tools like Claude & OpenAI and automate without limits.

Extracts transcripts from YouTube videos using various URL formats, enabling automated content analysis and summarization. | Model Context Protocol server for...

Learn how to create a Python MCP client, start an AI-powered chat session, and run it from the command line. Check your understanding.

Use Server-Sent Events (SSE) for real-time communication with Model Context Protocol servers.

Integrates with Dify to enable text generation, data analysis, and conversational flow management through Dify's API, streamlining AI-powered application...

The MCP server is now one of the most privileged components in your stack. This ebook provides teams with a practical blueprint for securing MCP servers using...

Manage Neon's serverless Postgres databases. | Model Context Protocol server for AI integration and automation.

An MCP server that enables communication with users through Telegram. This server provides a tool to ask questions to users and receive their responses via a...

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with customizable parameters for scraping, data...

Dec 3, 2025 - The challenge isn't building a Model Context Protocol server -- it's getting it to work. Here are the obstacles you'll likely run into and what to do.

Integrates with the Flow blockchain to enable direct querying of account balances, domain resolution, and transaction execution through RPC communication for...

Integrates ArangoDB databases into workflows, enabling dynamic querying and analysis of document-oriented and graph data via AQL and document retrieval. |...

The MCP server for Shortcut | Model Context Protocol server for AI integration and automation.

Integrates with Kubernetes clusters to enable direct pod, deployment, and service management operations through specialized FastMCP tools, eliminating the need...

Nov 27, 2025 - Salt Security’s new MCP Finder discovers hidden open source MCP servers across repositories and runtime systems, giving enterprises full visibility to manage

Dec 8, 2025 - Tap these Model Context Protocol servers to supercharge your AI-assisted coding tools with powerful devops automation capabilities.

Provides a bridge to mermaid.js for generating flowcharts, sequence diagrams, and other visualizations through natural language | Model Context Protocol server...

Enables natural language control of aircraft in the GeoFS flight simulator through a WebSocket server that translates commands into simulator actions for...

What is an MCP Server? An MCP Server is a specialized application that implements the Model Context Protocol (MCP), a standardized framework allowing AI...

Sep 18, 2025 - This is your new home base for discovering MCP servers. Learn how we’re working with the broader community on MCP publication and discovery.

Open-source AI agent automating developer workflows and integrations.

Provides a validation and best practices framework for n8n workflows, enabling workflow validation, API integration, and workflow management through...

Enables real-time manipulation of Three.js 3D scenes through WebSocket connections, allowing natural language control of object creation, movement, rotation,...

Mar 29, 2025 - MCP servers are becoming a colossal remote code execution risk. Why are 2025’s newest AI tools repeating old security mistakes?

Enables querqying and analyzing web content using LSD SQL, a DSL for extracting structured data from websites in real-time. | Model Context Protocol server for...

Dec 13, 2025 - Based on multidimensional ratings such as activity, stability, and community evaluation, MCP helps you quickly find trustworthy APIs, plugins, and servers to...

SashiDo.io is a modern serverless API platform to build and scale AI Apps, MCP Servers, and Web or Mobile APIs. Connect with ChatGPT and the OpenAI Apps SDK...

Integrates with ElevenLabs to provide high-quality text-to-speech, voice cloning, and conversational capabilities with customizable voice profiles and audio...

Provides read and write access to Airtable databases. | Model Context Protocol server for AI integration and automation.

Takes a Deepwiki URL via MCP, crawls all relevant pages, converts them to Markdown, and returns either one document or a list by page. | Model Context Protocol...

Discover Avalara's Model Context Protocol (MCP) servers for AI-powered tax compliance integration

Browse and install Model Context Protocol servers to extend your AI applications with external tools and data sources.

Sep 15, 2025 - These 15 best practices provide a comprehensive framework for building MCP servers in production environments.

Discover and integrate Model Context Protocol (MCP) servers. Find and explore the best MCP servers and clients for all your AI integrations.

Feb 16, 2026 - The hyperscalers were quick to support AI agents and the Model Context Protocol. Use these official MCP servers from the major cloud providers to automate your...

Access and update files locally on your machine. | Model Context Protocol server for AI integration and automation.

Integrates with the GitHub API to provide file browsing, content retrieval, and directory navigation capabilities for analyzing and accessing repository...

Search for anime, manga, characters, staff, and studios | Model Context Protocol server for AI integration and automation.

Automates web browser actions with Selenium WebDriver. | Model Context Protocol server for AI integration and automation.

AI terminal and editor automating code, debugging, and workflows.

A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility. | Model Context Protocol server for AI...

Learn how MCP change notifications enable dynamic AI servers that adapt like modern websites, providing real-time updates and responsive user experiences.

Secure filesystem server that provides controlled access to local files and directories through robust path validation, comprehensive file operations, and a...

Integrates with Feishu (Lark) to retrieve document content from collaborative workspaces, enabling direct access to stored information without manual copying...

Oct 16, 2025 - These seven MCP servers bridge the gap between AI capabilities and infrastructure management, turning complex workflows into natural language commands.

Conversational AI assistant for coding, documentation, and collaboration.

Browse 1,500+ MCP servers including Playwright, Supabase, Docker & n8n integrations. 500+ AI coding rules & workflows at Antigravity Codes. For...

The Pangea Blog | Secure MCP servers with Pangea's AI Guardrails to protect against threats, ensuring safe and compliant AI integrations without code...

Autonomous AI coding agent integrated directly into your IDE.

[Penpot](https://penpot.app/?utm_source=SmashingMagazine&utm_medium=Article&utm_campaign=MCPserver) is experimenting with MCP (Model Context Protocol) servers,...

Integrates with the Bluesky social network to provide feed analysis, post suggestions, and community management through a reliable Go-based server with...

Integrates with Google Gemini API to enable powerful web searches with advanced language understanding capabilities. | Model Context Protocol server for AI...

Integrates with CoinMarketCap's API to fetch and analyze cryptocurrency market data, supporting customizable queries for real-time information. | Model...

Integrates with Vikunja's API to enable task creation, retrieval, and management for automated to-do list operations and workflow integration. | Model...

An MCP server that intelligently chunks large documents for Claude, enabling efficient context-aware processing and summary generation for enhanced document...

Explore schemas and execute read-only SQL queries on MySQL databases. | Model Context Protocol server for AI integration and automation.

Browse and discover Model Context Protocol (MCP) servers for AI tools and applications.

Provides persistent key-value storage operations through Deno KV, enabling simple data persistence between sessions without complex database setup. | Model...

A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources...

Integrates with Figma's design platform API to enable AI-driven design operations, asset management, and team collaboration within Figma workflows. |...

Your API available everywhere. Generate MCP servers, SDKs, docs & Terraform providers all from OpenAPI

Search, compare, and connect to thousands of MCP servers. Glama indexes, scans, and ranks servers based on security, compatibility, and ease of use.

Claude Code is an advanced AI coding assistant that lives in your terminal. get 100 ways to use Claude Code MCP Servers,Learn about Claude Code and Computer...

A curated collection of MCP (Model Context Protocol) servers. Search and discover MCP servers and clients.

Today we’re digging into the Model Context Protocol, or MCP. Think LSP for AI: build a small Python service once and your tools and data show up across...

Integrates with Linkup Technologies' API to enable web searches for information gathering, fact-checking, and research tasks. | Model Context Protocol...

Integrates with HubSpot CRM to enable contact creation, company management, and activity tracking directly from conversational interfaces | Model Context...

Use Cloudinary MCP servers and LLM-friendly docs for LLM clients to perform operations and generate reliable code from markdown-based doc contexts.

The official Atlassian products remote MCP server | Model Context Protocol server for AI integration and automation.

MCPSvr is a hub for users to discover top MCP servers, unlocking advanced AI capabilities and accelerating innovation.

One command, secure and simple

Integrates with Baidu Maps API for location-based operations including geocoding, route planning, and location search within the Baidu Maps ecosystem. | Model...

Manage KV stores, R2 storage, D1 databases, and Workers deployments. | Model Context Protocol server for AI integration and automation.

An official MCP server for the Notion API | Model Context Protocol server for AI integration and automation.

Oct 20, 2025 - When working with Model Context Protocol (MCP) servers, each one might require its own setup, tools, or environment. For a deeper dive into MCP server

Handles Asana tasks, projects, workspaces, and/or comments | Model Context Protocol server for AI integration and automation.