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Saves markdown content to remote Obsidian vault via SSH.

AST code fault localization & regression test patch synthesizer (SWE-Bench)

A server that provides organized documentation content for various applications using the Model Context Protocol, enabling AI assistants to access quickstart guides and code examples.

OpenAPI spec automated mock server & schema validator (Postman / Spectral)

Exposes the Grocers Design System as queryable tools for coding agents, including design tokens, UI components, brand foundations, and a skill manifest.

A Dart-based MCP server example for handling email operations using MCP (Mail Client Protocol).

KDebug is a Kubernetes debugging tool that enables Claude AI to interact with Kubernetes clusters through the Model Control Protocol (MCP). Developed by soub4i, it provides a set of tools for inspecting Kubernetes resources including pods, services, deployments, and nodes, viewing logs, monitoring events, and switching between contexts. The implementation uses the client-go library to communicate with Kubernetes clusters and presents data in formatted tables for easy readability. KDebug is particularly valuable for DevOps engineers and system administrators who want to troubleshoot Kubernetes issues through natural language conversations rather than typing kubectl commands.

An enhanced MCP server for the Capacities knowledge management app. Features * List and explore spaces * Search content with full-text and title modes * Read full object content by ID (unique feature) * Save weblinks with tags and metadata * Add content to daily notes * Windows-compatible

Fetch GitHub issues, spawn sub-agents to implement fixes, open PRs, and monitor review comments.

Local-first nutrition tracking MCP server. Log meals by chatting with Claude, see macros in a visual dashboard. No cloud, no account, no subscription.

Enables users to query enterprise sales data from a local SQLite database and investigate anomalies through an inline dashboard with human-in-the-loop review buttons.

A blueprint for building Python MCP servers using FastMCP, with uv for dependency management and ruff for code quality, enabling rapid development of MCP tools, resources, and prompts.

Autonomous post-purchase RMA tracking broker & label generator (Gorgias style)

Provides 59 clinical medical calculators and scoring tools for healthcare professionals and AI assistants, covering renal, cardiovascular, pulmonary, critical care, and other specialties.

Copilot Connector Ledger audits connector permission risks in Copilot Studio deployments, detecting configuration drift and routing owner signoff requests. The service generates cryptographic audit packs and connector receipts that provide verifiable evidence of permission reviews for governance and compliance.

Enables users to create image editing and text-to-image tasks, poll their status, and check pricing for the Nano Banana model line through a RunAPI API key.

Provides AI agents with geopolitical risk intelligence, calibrated forecasts, sanctions and trade-control data, and live maritime chokepoint traffic across 60 countries, with source-linked answers.

MCP server for DDL/Anki Cozmo robots using PyCozmo

Easy MCP Integration with Google ADK

Visual viewport element occlusion resolver & modal dismiser (Computer Use)