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  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to discover, evaluate, and provision cloud infrastructure across AWS, GCP, and Azure with cross-cloud normalization, cost comparisons, and deployable execution kits.
    5
    12
    MIT
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    license
    B
    quality
    D
    maintenance
    Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS Bedrock and other providers through a single MCP interface. Enables seamless switching between different AI models using LiteLM's unified API without requiring separate integrations for each provider.
    3
    10
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    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.
    7
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Unified Model Context Protocol server that bundles Slack, GitHub, Jira, PostgreSQL, Redis, AWS, webhooks, and email into one lightweight Docker container, providing a single REST API and web dashboard for AI agent integration.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Universal MCP router and gateway that bridges LLM agents to OpenAPI, GraphQL, and AWS Lambda services with ISO/IEC 42001 AI governance, RBAC, PII redaction, semantic tool routing, and a web dashboard.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that acts as a governance proxy for AI agents, evaluating each tool call against policies before execution, enabling secure and controlled access to systems like Slack, GitHub, and AWS without exposing credentials to the agent.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that provides ephemeral credentials and persistent MCP connections for AI coding agents, enabling secure access to services like GitHub and AWS without exposing secrets to the agent.
    19
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sentence transformer to surface only the 15 tools relevant to the current task, reducing context bloat.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables users to analyze data from BitFlux-enabled AWS EC2 instances and AWS pricing APIs to determine optimal instance types for their workloads. It provides recommendations by comparing instance usage statistics with current AWS pricing and resource offerings.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides AI agents with natural language control over AWS, Azure, GCP, and Alibaba Cloud infrastructure through dynamic API discovery and execution. Supports 51,900+ cloud operations and includes OpenTofu integration for complete infrastructure lifecycle management.
    3
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server that provides an execution graph of AWS services, enabling agents to query API contracts, generate least-privilege IAM policies, and register traps.