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    Start, observe, and interact with Claude Managed Agents from any MCP client — launch an agent, watch its events, reply, approve the tools it wants to run, and stop it. Runs over stdio, HTTP, or AWS Lambda with pluggable auth.
    17
    1
    MIT
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    MCP server for AWS SSO authentication and profile management, enabling AI assistants to check identity, switch profiles, and manage EC2/EKS resources.
    8
    MIT
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    Enables management and provisioning of AWS resources like EC2, S3, and RDS using natural language prompts through the Model Context Protocol. It allows users to automate complex infrastructure tasks, such as setting up VPCs and security groups, via a chat interface.
    54
    11 npm
    27
    MIT
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    A unified MCP server for AWS that enables natural language infrastructure management, cross-service resource discovery, and dependency mapping. It features 30 intelligent tools for cost optimization, incident investigation, and multi-account operations protected by a robust safety system.
    30
    5
    MIT
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    Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.
    4
    PolyForm Noncommercial 1.0.0
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    Enables AI agents to share persistent, conflict-safe memory by providing tools to recall, learn, reinforce, and retire lessons, using CockroachDB for storage and AWS Bedrock for embeddings.
    MIT
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    Enables non-custodial guarding of autonomous Base USDC payments by checking an exact owner-mandated transaction immediately before a customer-owned AWS KMS signer can sign it.
    MIT
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    Enables autonomous AI governance and pre-action verification for Alexa+ agents, blocking high-risk operations like unlocking doors or financial transactions while grounding decisions in verifiable policy and AWS Bedrock reasoning.
    MIT
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    Enables orchestration of a multi-agent financial advisory pipeline, including portfolio analysis, regulatory compliance audits, and multilingual client briefings, with A2A and MCP protocol interoperability and marketplace-ready adapters for AWS, GCP, Azure, and Salesforce.
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    Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI — not just a single LLM call. DeepSeek gets its own 7-tool agent loop (Read/Write/Edit/Bash/Glob/Grep/NotebookEdit) inside a sandboxed workspace.
    2
    40
    MIT