A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
A Model Context Protocol (MCP) Server for Substack enabling LLM clients to interact with Substack's API for automations like creating posts, managing drafts, and more.

This is a 12306 ticket search server based on the Model Context Protocol (MCP).
Model Context Protocol server enabling AI assistants to access transit information through standardized interfaces
An MCP ( Model Context Protocol ) Server for Grafana Loki
FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorDB
A Model Context Protocol for checking domain name registration status in bulk.

A curated list of Model Context Protocol (MCP) servers
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
A Model Context Protocol (MCP) server for the Readwise Reader API, built with TypeScript and the official Claude SDK.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.
A set of MCP security checklists and guides for agents and MCP servers.
Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.
An official Qdrant Model Context Protocol (MCP) server implementation
A Model Context Protocol server that provides access to Shodan API functionality
Model Context Protocol (MCP) server for AI-powered Fastly CDN management.
Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Protocol (MCP) tools, retrieval pipelines, and agent skills.
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.
Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.