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A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.
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A concise list for mcp servers
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Awesome MCP Server Client Ranking and User Reviews to Help you Identify Useful MCP AI Agent from the wrong one.
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Security Threats related with MCP (Model Context Protocol), MCP Servers and more
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Awesome MCP Servers for ... everything
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Awesome MCP Servers - A curated list of Model Context Protocol servers
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A comprehensive collection of Model Context Protocol (MCP) servers
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An awesome list of Model Context Protocol (MCP) servers curated from internet and updated weekly.
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A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. -
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mcp-oceanbase
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Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural language prompts and automated validation.
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Perform operations on your AWS resources using an LLM
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Provides AWS service recommendations based on use case descriptions and allows browsing AWS services organized by categories. Helps users discover the most suitable AWS services for their specific technical requirements.
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Provides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.
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Enables AI assistants to monitor and troubleshoot AWS Application Signals services by tracking service health, analyzing SLO compliance, querying CloudWatch metrics, and investigating issues using distributed tracing with AWS X-Ray.
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A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner deployment. Provides sample tools, resources, and prompts with Docker containerization and GitHub Actions CI/CD workflow.
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Enables execution of SQL queries against AWS Athena databases with schema discovery, query status management, and result retrieval through a standardized Model Context Protocol interface.
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Enables AI assistants to execute SQL queries against AWS Athena databases, check query status, retrieve results, and manage saved queries with support for both local and remote deployment via Lambda.
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A Model Context Protocol server that enables SQL queries and database exploration in AWS Athena through a standardized interface.
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An MCP server which connects with Amazon Verified Permissions.