This MCP server grants Claude access to AWS services via the AWS CLI, enabling automation and management of AWS resources based on configured IAM permissions.

An MCP server providing Playwright browser automation tools and a simple note storage system, enabling web interaction and data summarization.

This VS Code extension exposes workspace file system and editing capabilities to MCP clients, enabling AI agents to interact with codebases directly.

An MCP server providing comprehensive access to the XRP Ledger, enabling AI agents to interact with the XRPL ecosystem for various blockchain operations.

Unity MCP enables AI-powered game development by connecting LLMs to Unity for runtime AI, code assistance, debugging, and workflow automation.

This MCP server wraps the `w3` CLI to manage data on the storacha.network via IPFS, enabling language models to interact with decentralized storage.

The Currents MCP server provides AI agents with access to test results and CI metadata for debugging and optimization, using an API key for authentication.

Ashra MCP server enables Claude to interact with Ashra services via API key authentication, supporting read and write operations with potential security risks.

Cognee is an open-source knowledge engine that transforms data into dynamic AI memory, combining vector search, graph databases, and self-improvement.

Kom is a Kubernetes operations manager offering multi-cluster support, MCP integration, and extensive tooling for managing K8s resources, with both stdio and SSE modes.

HarmonyOS MCP server enables AI agents to interact with and control HarmonyOS devices using tools for app launching, settings manipulation, and more.

RAG server providing documentation search and retrieval via vector embeddings, enabling context-aware AI responses using OpenAI and Qdrant.

Freqtrade-MCP bridges AI agents to the Freqtrade crypto bot via its REST API, enabling automated trading strategies and real-time data analysis.

This MCP server provides access to the local filesystem, enabling read, write, and management operations within specified allowed directories.

Qiniu MCP Server enables AI models to interact with Qiniu cloud services like storage, media processing, CDN, and live streaming, managed via environment variables.

This MCP server bridges AI clients to Google Sheets, enabling read/write operations, spreadsheet management, and data manipulation via natural language commands.

Postmancer is a standalone MCP server for AI assistants to interact with RESTful APIs, enabling HTTP requests, API collection management, and response testing.

This MCP server enables JMeter test execution and result analysis, providing performance insights and bottleneck identification via MCP-compatible clients.

The POX MCP server provides network control and management via the POX SDN controller, enabling Python-based network programming and automated network analysis.

This MCP server fetches and revokes ERC-20 token allowances, providing users with enhanced control over their token approvals on multiple EVM-compatible chains.

Godot MCP enables AI assistants to interact with the Godot game engine, automating tasks such as launching the editor, running projects, and managing scenes.

Sonarqube MCP server allows interaction with Sonarqube instances for code quality analysis, project management, and rule customization, but this version is unmaintained.

Exposes InfluxDB v2 functionality (query, write, manage) via the Model Context Protocol, enabling AI agents to interact with time-series data.

Alpaca Trading MCP server manages stock/crypto portfolios, places trades, and provides market data via the Alpaca API; requires API keys.