Marginalia MCP Server

MCP server for ArcGIS Portal and ArcGIS Online. Lets AI assistants search content, query feature layers, manage features, handle content operations, and administer users and groups. Built on the Model Context Protocol for integration with Claude Desktop, Cursor, VS Code Copilot, and other MCP clients. Disclaimer: This is an independent open-source project. It is not affiliated with, endorsed by, or sponsored by Esri Inc. "ArcGIS" is a registered trademark of Esri.

One API for Search, Crawling, and Sitemaps

MCP Advisor & Installation - Use the right MCP server for your needs

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

Retrieving and analyzing issues from Sentry.io

Repository management, file operations, and GitHub API integration

MCP server to provide Figma layout information to AI coding agents like Cursor

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

MCP server for interacting with Neon Management API and databases

Is this song AI or human? SongCheck detects AI-generated music (Suno, Udio, and more) and media from any AI agent. Point it at an audio file, an image/video, or a whole music folder and it returns a verdict (LIKELY AI-GENERATED / UNCERTAIN / LIKELY HUMAN), an AI-probability score, confidence, and provenance signals (Content Credentials / SynthID watermark, generator hints). Tools: detect_ai_music, detect_ai_media, scan_catalog (audit an entire catalog), and songcheck_health. Free tier is 5 checks/day; a paid key unlocks unlimited catalog scans. Powered by SongCheck (Khaled Media), a self-hosted v9 ensemble detector.

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

Location services, directions, and place details