The Excellence
Directory Platform Template

A curated GitHub repository that maintains a concise list of MCP (Model Context Protocol) servers. It serves as a directory of available MCP servers, aiming to help developers quickly discover and explore MCP-compatible server implementations, tools, and related resources.

Official AWS MCP servers that provide seamless Model Context Protocol integration with a wide range of AWS services and resources, enabling AI assistants to interact with AWS infrastructure programmatically.

Basic Memory is a local-first knowledge management MCP server that builds a semantic graph from Markdown files to provide persistent memory across LLM conversations. It integrates with the Model Context Protocol to expose your local notes and documents as a structured, queryable memory layer for AI tools and agents.

A GitHub-hosted, automatically ranked and weekly updated curated list of approximately 400 Model Context Protocol (MCP) servers, grouped into 34 categories and scored using project-quality metrics collected from GitHub and package managers. It serves as a centralized directory for discovering top MCP servers and their ecosystems.

A curated GitHub repository listing remote Model Context Protocol (MCP) servers, including categories, authentication details, and usage examples for integrating MCP servers with LLM clients. It serves as a central directory for discovering and contributing OAuth 2.0–enabled remote MCP servers.

A remote, managed MCP server hosted by AWS that provides comprehensive AWS API access, up‑to‑date AWS documentation, and support for agent SOPs to manage and explore AWS resources via natural language. It includes command validation, security controls, and coverage of all AWS services for infrastructure management and operations.

An MCP (Model Context Protocol) server integration for Bitdefender GravityZone, enabling AI agents and tools to interact with Bitdefender’s cybersecurity platform for threat protection and security operations via MCP.

A web directory of MCP clients and servers that helps developers discover, compare, and choose the right Model Context Protocol tools.

An MCP server that lets users browse and analyze Hugging Face datasets, including search, filtering, statistics, and data export capabilities.

An MCP server that retrieves content from AWS Knowledge Bases using the Amazon Bedrock Agent Runtime, enabling LLMs to query AWS-hosted knowledge resources.

A sample Model Context Protocol (MCP) server for AWS S3 that allows LLMs to flexibly fetch objects from S3 buckets, such as PDF documents, for retrieval and processing.

An MCP server providing web and local search via the Brave Search API, allowing LLMs to perform privacy-focused internet queries.