Provides read-only access to a project for AI agents, with controlled modification scope to a chosen workspace.

Provides an MCP server with MusicGPT-powered music generation, voice processing, and audio tools for MCP clients.

Provides an observation-driven resonance chamber that listens to MCPs, detects patterns, and suggests synthesis actions.

Provides cross-model bias-aware code review by evaluating code with distinct models and prompts.

Provides real-time space weather data and HF propagation analysis with HTTP and STDIO transports.

Provides analysis, optimization, and index suggestions for SQL queries across PostgreSQL, MySQL, Oracle, and SQL Server.

Provides an orchestration layer for SSH/SFTP tasks with a persistent queue, multi-server management, and monitoring APIs.

Provides tools to manage Inmovilla data and retrieve enumerations via MCP

Provides browser automation via MCP by managing sessions, pages, and network requests across Chromium, Firefox, and WebKit.

Provides a simple FastMCP server with a LangGraph-based AI agent and two tools for querying and greetings.

A Python-based MCP server for querying financial tables via Playwright with HTTP and stdio endpoints.

Provides an MCP server to launch, manage, and query macOS apps via LLM with AppleScript automation.

Provides MCP endpoints to interact with Futarchy on Solana, including DAOs, proposals, and sentiment analysis.

Provides a basic MCP server with calculator and note management tools for client integration.

Exposes the Nullplatform OpenAPI as an MCP so LLMs can discover, understand, and interact with API endpoints.

Provides a production-ready MCP server exposing design system components, style guide data, and patterns for AI-assisted design workflows.

Connects AI assistants to Exa's web search, research tools, and code search to enable real-time, context-rich queries.

Exposes a weather tool that retrieves current conditions for a city via public APIs using MCP.

Provides document parsing via MinerU API with OCR, page range, and batch support.

Provides access to payout and transaction data from the XB database via MCP clients.

Provides a Cloudflare-hosted MCP server for remote tooling with an authless demo endpoint and easy client integration.