🧩 MCPs

Model-Context-Protocol (MCP) is an AI architecture pattern that separates intelligence into three key layers: Model: The core AI/ML algorithm that performs learning or inference. Context: The environment or situational data that influences how the model behaves. Protocol: The communication rules or interface that connects models, contexts, or external systems. This structure enables modular, scalable, and context-aware AI systems, ideal for multi-agent AI, robotics, IoT, and real-time decision-making.

Desktop notifications, emails, and API pushes reduce anxiety while waiting for AI tasks, allowing you to comfortably enjoy a cup of coffee.

Shared memory layer for your AI coding agents - integrated with all major AI IDEs --ByteRover helps create a shared memory layer that captures and indexes all agent interactions, reasoning paths, and developer feedback during coding tasks. Then from those experiences, we creates a memory layer stored in a vector database. Those memories could be retrieved as the AI agents encounter similar contexts to help them find the optimal solution tailored for that specific project/company requirements.

Transform how you work with AI by connecting language models to your personal context. Pieces preserves and leverages your history through Long-Term Memory Engine. - On-device workflow capture - Workstream activity tracking - Snippet sharing improvements - IDE plugin enhancements - Live context in browser - Backup and restore - Temporally grounded copilot

Production-grade MCP is designed to assist in setting up and coding an Expo App more efficiently.

The Amazon EKS MCP server provides AI code assistants with EKS & Kubernetes resource management tools, real-time cluster state visibility, and troubleshooting capabilities.

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.

Official Tatum blockchain MCP server giving you RPC and API read and write data access to 130+ blockchain protocols. Full instal guide: https://github.com/tatumio/blockchain-mcp Tools and features: βˆ™ 130+ Networks: Bitcoin, Ethereum, Polygon, Arbitrum, Base, Solana, and many more βˆ™ Blockchain Data: blocks, transactions, balances, network info and more βˆ™ RPC Gateway: direct access to all blockchain RPC endpoints

AgentMode is an all-in-one Model Context Protocol (MCP) server that connects your coding AI to dozens of databases, data warehouses, data pipelines, cloud services, and more. Install with 1 click using our VS code extension.

MatterAI MCP server for Cursor, Windsurf, and other AI clients that enhances your development workflow. MatterAI provides AI Code Reviews within your IDE as well as Github. Includes features like: - Code review tools - Get comprehensive code reviews for individual files or full git diffs - Implementation planning - Generate detailed implementation plans for AI agents - Pull request generation - Create pull requests with auto-generated titles and descriptions

Deploy and manage Solidity smart contracts in more than +20 EVM blockchains like Ethereum, Base or Monad, without cryptocurrencies.

The HIPAA compliant research and intelligence agent for pharma, academia, and IP. Supports Arxiv, Pubmed, USPTO, Google Scholar, and more.

Listenetic transforms articles, documents, and videos into personalized AI-narrated audio, delivered via your private RSS podcast feed. It lets you absorb information effortlessly while on the go, turning any digital content into an engaging listening experience. The Listenetic MCP (Model Context Protocol) server provides seamless integration with virtually any AI tool. This allows you to easily add AI-generated content, expanding your personalized audio library.

Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task".

MindBridge is an AI orchestration MCP server that lets any app talk to any LLM β€” OpenAI, Anthropic, DeepSeek, Ollama, and more β€” through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.

A Model Context Protocol (MCP) server that enables AI assistants to generate images, text, and audio through the Pollinations APIs. Supports customizable parameters, image saving, and multiple model options.

A task management Model Context Protocol (MCP) server that helps AI assistants break down user requests into manageable tasks with subtasks, dependencies, and notes. Enforces a structured workflow with user approval steps.

Integrates Memos note-taking application to automate note management, organization, and retrieval tasks.

Provides tools for finding PDF files, extracting form field information, and visualizing form fields in PDF documents using PyMuPDF.

GitLabLinker is a GitLab-compatible MCP server for private GitLab instances. It allows per-project configuration of external Git providers without modifying GitLab's source. Using a pluggable architecture, it routes GitLab API calls to the correct backend, making it easy to integrate third-party Git services into GitLab via the MCP plugin.

Allows you to connect MCP clients with Toolhouse.ai's tools

A MCP server for comprehensive image editing operations including resizing, format conversion, cropping, compression, and more based on sharp

Integrates with Zonos TTS API to generate expressive, multi-language speech output for AI applications using PulseAudio playback

Provide knowledge about HMR and reactive programming in Python. See https://py3.online/hmr for more info.

Execute npm and npx commands.

High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL

Help agents automatically write and test stories for your UI components. Storybook MCP enables a workflow where for each UI component created, the agent will automatically generate and link to example stories. These stories let you visually verify the new UI in each of its key states, and provide documentation and component tests.

A MCP server for comprehensive image editing operations including resizing, format conversion, cropping, compression, and more based on sharp

Integrate TMDB movie data for search, trending, and recommendation capabilities for films.

An MCP server that provides the AI coding agents Figma Node's Data to write Flutter code rather than generating it out of assumptions. Major feature includes: 1. Assets export: Will download and setup assets from Figma frames directly 2. Widget generation: Will generate flutter widgets and its variants from Figma components 3. Screen generation: By combining above two it will generate full screen from Figma links

An MCP to control your VPN

Tractatus Thinking is an MCP tool that breaks down fuzzy concepts into clear logical components, revealing hidden requirements and dependencies. It transforms vague ideas into precise definitions showing exactly what's required for success - perfectly complementing sequential-thinking MCP.

Analyze Xmind mind maps on your local machine using fuzzy search and hierarchical navigation.

Execute Go code in Go Playground and generate shareable URLs

Merge multiple files into one.

DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto trading agent

Spin up several LLM agents (ChatGPT, Claude, local models) that share one repo, chat in real-time and stream patches back to Cursor/VSβ€―Code while you act as PM.

Integrates with GraphQL APIs to enable secure data retrieval, query execution, and schema exploration for AI applications

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Integrates with Anki flashcard decks via AnkiConnect to enable automated creation, retrieval, and management of study materials.

With the Midday MCP you can manage your business directly from tools like Cursor and Claude, features including: - Track time - Manage invoices - View reports like burn rate/expenses and more - List latest transactions - Plus 59 more tools Generate an API key in the Midday Dashboard.

Combine tool calls into a single batch_execute call.

Integrates with Finnhub's financial API to provide streamlined access to market news, stock quotes, financials, and recommendation trends.

A Model Context Protocol (MCP) server that provides access to Yandex Metrika analytics data through various tools and functions. This server allows AI assistants and applications to retrieve comprehensive analytics data from Yandex Metrika accounts.

A TickTick MCP tool implemented using the v2 TickTick API, featuring richer functionality and better performance with easy login way~

Bridge the gap between design and code. Send pixel-perfect website components directly to Cursor or Claude Code using Model Context Protocol (MCP). No more screenshots or descriptions needed.

Google Calendar Create Event MCP tool that lets your AI voice agents schedule events via a simple URL endpoint. Seamlessly connect to Google Calendar and create events directly from user requests

Access real-time Dutch Railways data for trip planning.

Connects AI models to multiple database systems for executing queries and retrieving results across PostgreSQL, MySQL, and SQLite.

Apifox MCP Server is an MCP tool that enables AI assistants to directly and in real-time parse the API definitions in Apifox, thereby achieving the automatic generation of TypeScript types, interfaces, and calling functions.

Control iOS simulators for automated testing and app deployment.

MCP server for temporary email management using ChatTempMail API

Create and manage content on Miro whiteboards.

Generate text using OpenAI's language models.

Model Context Protocol (MCP) server for converting Motiff designs into code through AI-powered IDEs.

Provides read and write access to Airtable databases.

Enhanced MCP server for Prompt β†’ Intelligent Analysis + Synergistic Thinking. Automatically detects prompt complexity and integrates with Sequential Thinking MCP when beneficial, providing up to 3.2x cognitive power multiplication.

Point to browser DOM elements for agentic coding tools via MCP! MCP Pointer is a local tool combining an MCP Server with a Chrome Extension: πŸ–₯️ MCP Server (Node.js package) - Bridges between the browser and AI tools via the Model Context Protocol 🌐 Chrome Extension - Captures DOM element selections in the browser using Option+Click

Deployment-related tooling for Render.com.

Get detailed information about a specific @reactuse/core react hook

The Microsoft Learn MCP Server is a cloud-hosted service that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It is a remote MCP Server using streamable http, which is lightweight for clients to use.

Integrates with FreeAgent API to enable time tracking management, including timeslip and timer operations for project tracking and reporting.

Integrates with Anki flashcards to provide card creation and deck management capabilities.

GoWeb3 Data MCP Server provides Web3 events and news curated by GoWeb3.fyi

πŸš€ Debug server logs in under 30 seconds with AI-powered analysis, real-time monitoring, and actionable fixes. Perfect for DevOps engineers and SRE teams who need instant insights into server issues.

Cloud browser MCP server

Integrates with Obsidian via a local REST API to enable reading, writing, and searching notes.

Connect AI assistants to Odoo ERP systems for business data access and workflow automation.

Manage courses and assignments in Canvas learning system.

An MCP server for semantic code search & navigation that helps AI agents work efficiently without burning through costly tokens. Instead of reading entire files, agents can search conceptually and jump directly to the specific functions, classes, and code chunks they need.

An MCP server providing AI assistants with access to Chakra UI components, examples, migration patterns, and premium templates. ## Features - **Component Library**: Get components, props, and usage examples - **Migration Support**: v2 to v3 upgrade guidance with before/after code snippets - **Design Tokens**: Access semantic tokens and text styles for consistent theming

πŸš€ Debug server logs in under 30 seconds with AI-powered analysis, real-time monitoring, and actionable fixes. Perfect for DevOps engineers and SRE teams who need instant insights into server issues.

This is a simple MCP server that sends emails using Resend's API. Why? Now you can let Cursor or Claude Desktop compose emails for you and send it right away without having to copy and paste the email content.

WHOIS domain lookups

An MCP server that allows you to send emails via the SendGrid API

Integrates with WeGene's genetic testing API to access and analyze users' genetic reports for personalized health and ancestry insights.

LCBro is a powerful MCP server for browser automation with support for both Playwright and Chrome DevTools Protocol (CDP). It provides intelligent preprocessing, comprehensive logging, and remote browser management capabilities. Features: - Auto-generates preprocessing prompts - Local LLM integration (Ollama, JAN) - Smart content analysis and optimization - Cost-efficient data preparation

A lightweight browser-based tool to export your ChatGPT conversations in beautiful Markdown or PDF format. No extensions, no setupβ€”just copy, paste, and download. Ideal for writers, researchers, developers, and anyone who wants to save or share AI chats.

An MCP server that provides comprehensive IP geolocation and network intelligence through MaxMindDB databases. Query GeoIP2, GeoLite2, and custom MMDB files with advanced filtering, stateful iteration, and automatic updates.

Integrates with DuckDuckGo's search engine to enable web searches for up-to-date information retrieval and fact-checking.

A Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access.

πŸͺ„ Make your favorite AI assistant or IDE a Google Maps Platform expert. With Code Assist, AI Agents like Gemini CLI, Claude Code, and Cursor can generate code and answer developer questions grounded in up-to-date, official Google Maps Platform documentation and code samples -- directly in your dev workflow. πŸš€ Whether you are making precision AI-Assisted code changes or vibecoding a new app prototype - Code Assist can help you accomplish your task faster and easier.

Search the web using Bing services.

This MCP server integrates with Draw.io diagrams, allowing you to search, view, and interact with your diagrams directly from Cursor and VS Code. Seamlessly access your architecture diagrams, flowcharts, and visual documentation without leaving your code editor.

Integrates with Vercel's API to enable natural language-driven project management and deployment automation for streamlined development workflows.

πŸš€ Debug server logs in under 30 seconds with AI-powered analysis, real-time monitoring, and actionable fixes

Secure read-only MySQL database access to execute queries and analyze data patterns.

The SonarQube MCP Server is a Model Context Protocol (MCP) server that enables seamless integration with SonarQube Server or Cloud for code quality and security. It also supports the analysis of code snippets directly within the agent context.

Executes tox commands to run tests within a project using the project's tox.ini

Hook into your WeChat history and pull summaries of conversations.

Integrates with Instagram's API and web scraping tools to enable social media analytics, account management, and content strategy insights.

Enable Claude Code, Cursor or your favorite LLM tool to command Xcode to build your projects, automatically get back build errors, or more. Huge productivity increase and you keep using the tools you're used to.

Drop visual annotations on your site and watch AI coding agents handle every fix instantly via MCP. Never leave your browser, everything runs locally and stays secure.

Integrates with Tavily API to provide real-time web search and content extraction capabilities for research, aggregation, and fact-checking tasks.

Integrates with Perplexity API to provide expert programming assistance and persistent chat capabilities for developers and teams.

Integrates IBM's Docling software to parse and convert various document formats into standardized Markdown, enabling efficient document processing and analysis workflows.

Integrates file system, code analysis, Git, and execution capabilities to enable AI-driven development workflows across multiple programming languages.

Store and retrieve vector-based memories for AI systems.

Retrieve and analyze application error reports for debugging support.

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