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Async-first Python architecture, wrapping the official python-arango driver with graph management capabilities, content conversion utilities (JSON, Markdown, YAML and Table), backup/restore functionality, and graph analytics capabilities; the 33 MCP tools use strict Pydantic validation.

Semantic, symbol-aware code tooling powered by MCP accelerates edits, navigation, and cross-file refactors.

The official MCP server for version-controlled Dolt databases.

mcp)** (by rhnvrm) - Full API coverage of Listmonk email marketing FOSS.

An MCP server to easily build data pipelines using Dagster.

Background macOS automation for native apps with non-intrusive control and replayable sessions via MCP.

Fast, local code scanning with AI-assisted prompts and editor integrations to apply Semgrep rules during development.

Secure, containerized tool orchestration with policy enforcement, observability, and self-hosted governance for AI workflows.

An MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management.

Node.js-based backend offering comprehensive geospatial tools with Mapbox integration, including routing, geocoding, POI search, isochrones, and offline calculations.

Secure, configurable local filesystem access with granular operations and safe path handling for MCP workflows.

next/mobile-mcp)** (by Mobile Next) - MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators.

Composable, Pythonic framework enabling durable agents with rich patterns and cloud-ready deployment.

A high-level framework for building MCP servers in TypeScript

connects QGIS to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

Connects to 130+ SaaS integrations via ActionKit, with secure OAuth flows, prebuilt actions, and flexible self-hosted deployment.

IoTDB-driven query engine with tree/table dialects, enabling metadata, data retrieval, and export with robust error handling.

This MCP allows an LLM to play and use Spotify.

org/fastapi_mcp) – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by Tadata**

Open-source reactive data platform powering Convex with TypeScript-first development and strong consistency.

AI-assisted i18n setup for React apps with framework-aware access to i18n knowledge across Next.js, React Router, and TanStack Start.

Unified data context layer for MongoDB and Atlas with flexible configuration, dockerized deployment, and HTTP transport options.

Context-aware translation with domain-trained models, memory and glossaries support, plus browser-based OAuth login for effortless self-hosting.