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"Exploring OCR and Advanced Analysis and Reasoning Techniques" matching MCP servers:

  • GCP Billing and Monitoring MCP

    RadiumGu
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    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated
    40
    1
    Apache 2.0

  • Firestore Advanced MCP

    diez7lm
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    A Model Context Protocol server that enables large language models like Claude to perform comprehensive interactions with Firebase Firestore databases, supporting full CRUD operations, complex queries, and advanced features like transactions and TTL management.
    Last updated
    3
    4
    MIT

  • Network Security Control

    JoshDoesIT
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    Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.
    Last updated
    MIT

  • vmware-avi

    zw008
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    license
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    quality
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    maintenance
    VMware AVI Load Balancer (NSX Advanced Load Balancer) management plus AKO Kubernetes integration. 29 MCP tools across virtual services, pools, analytics, and AKO lifecycle, with double-confirmation gates and audit logging for destructive operations.
    Last updated
    28
    1
    MIT

  • MCP CosmosDB

    hendrickcastro
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    A
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    maintenance
    A Model Context Protocol server for Azure CosmosDB database operations that provides 8 tools for document database analysis, container discovery, and data querying.
    Last updated
    13
    60
    1
    MIT

  • kubopt

    kubeopt
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    license
    A
    quality
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    maintenance
    Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE — directly from Claude
    Last updated
    6
    12
    Apache 2.0

  • mcp-bigquery-dryrun

    caron14
    A
    license
    A
    quality
    F
    maintenance
    Validates BigQuery SQL syntax and performs dry-run analysis without executing queries, providing cost estimates, referenced tables, and schema previews.
    Last updated
    2
    Apache 2.0

  • EBS CloudWatch Metrics MCP

    codemonkyu
    F
    license
    A
    quality
    -
    maintenance
    Provides tools to query and calculate AWS EBS performance metrics from CloudWatch, including IOPS, throughput, and latency. It also enables users to manage snapshots and retrieve advanced diagnostic data like I/O utilization and burst balance.
    Last updated
    7
  • Semantic D1 MCP by semanticintent

    Semantic D1 MCPofficial

    semanticintent
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    quality
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    maintenance
    Enables AI-assisted analysis and optimization of Cloudflare D1 databases through comprehensive schema introspection, relationship mapping, validation, and optimization recommendations. Demonstrates semantic intent patterns with hexagonal architecture for maintainable database development workflows.
    Last updated
    4
    1
    MIT

  • Stratos

    h4cd0c
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    license
    A
    quality
    C
    maintenance
    Enterprise-grade Azure security assessment toolkit with multi-location scanning, IMDS exploitation, attack path analysis, and compliance reporting. Enables authorized penetration testing and compliance audits across all Azure regions.
    Last updated
    43
    7
    MIT