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Docker Code Interpreter

Executes code securely within isolated Docker containers for AI assistants using the Model Context Protocol.

Os

Provides access to Ordnance Survey APIs through a standardized protocol.

Artemis

Provides tools for interacting with the Artemis API and generating formulas for crypto data analysis.

Stockfish

Connects AI systems to the Stockfish chess engine via the Model Context Protocol.

Education Data

Provides access to the Urban Institute's Education Data API, enabling retrieval of detailed and aggregated education data.

Chart

Generates charts server-side using React and Recharts, eliminating the need for a browser.

Dify

Manages and summarizes notes through a Model Context Protocol server, offering resource storage and prompt-based summarization.

Memo

Enable intelligent journaling by leveraging large language models, RAG for querying, and robust data indexing for personal entries.

NetBrain

Integrates large language models with network devices via a standardized protocol to facilitate network configuration, diagnostics, and management.

Google Scholar

Provides Google Scholar search capabilities through a streamable HTTP Model Context Protocol (MCP) server.

Cloudflare API

Enables agents like Cursor to interact with the Cloudflare API through a lightweight MCP server.

AI Infra Real-Time Agent

Enables real-time tool execution and structured knowledge retrieval for AI clients using an MCP-based infrastructure.

Sequential Thinking

Facilitates dynamic and reflective problem-solving through a structured, step-by-step thinking process.

Analytical

Enhances AI applications with structured problem-solving, analytical capabilities, and advanced NLP.

Git Repo Browser

Provides a tree-like representation of a Git repository's directory structure and reads specified file contents.

Sentry

Enables AI agents to access and analyze Sentry error data through a Modern Context Protocol (MCP) server.

Quantum

Integrates modern APIs, AI, and automation to revolutionize server functionality.

SQL Server

Provides comprehensive Microsoft SQL Server capabilities including query execution, schema discovery, and stored procedure management through a simple Model Context Protocol (MCP) interface.

K8s

Manages Kubernetes deployments, pods, and services through a Model Control Protocol (MCP) server.

Spotify

Control Spotify playback using natural language commands directly from your code editor or other MCP-compatible applications.

Windsurf Supabase

Optimizes Supabase integration for the Windsurf Editor by enhancing error handling, response formatting, and SQL query processing.

YouTube Transcript DL

Extracts YouTube video transcripts through a versatile server supporting multiple transport protocols and formats.

360 AI Cloud Drive

Enables AI models to perform comprehensive file management operations on 360 AI Cloud Drive via the Model Context Protocol (MCP).

Browserbase

Enables LLMs to interact with web pages through cloud browser automation, data extraction, and JavaScript execution.

OpenSearch

Queries and analyzes Wazuh security logs stored in OpenSearch.

Vitest

Optimizes Vitest testing for AI assistants by providing structured output, visual debugging context, and intelligent coverage analysis.

Aceternity UI

Provides a Model Context Protocol (MCP) server for seamless integration with the Aceternity UI component registry, enabling AI assistants and applications to programmatically search, discover, and install UI components.

Google Routes

Computes directions between two addresses using Google Geocoding and Routes APIs.

Tmdb

Enables AI assistants to interact with movie data from The Movie Database (TMDB) API.

Tos

Retrieves data from VolcEngine TOS (formerly known as Volcano Engine Object Storage) via an MCP server.