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"Python Object-Oriented Programming Resources" matching MCP servers:

  • MCP SSE Server Python

    nguyenxtan
    A
    license
    -
    quality
    D
    maintenance
    Enables real-time system monitoring and automation through MCP protocol with SSE transport, integrating with n8n workflows to check system health, query logs, and retrieve metrics from ABC system APIs. Supports natural language queries in Vietnamese and English for seamless system administration.
    MIT

  • Wireshark MCP

    andsopwn
    F
    license
    C
    quality
    B
    maintenance
    Enables LLMs to capture, analyze, and summarize network traffic using Wireshark CLI tools, supporting live capture, pcap analysis, and LLM-oriented summaries.
    76

  • elastic-mcp

    jrvalinas
    A
    license
    -
    quality
    C
    maintenance
    Small production-oriented MCP server for diagnosing incidents from Elasticsearch logs with unknown schema. It provides tools for log discovery, retrieval, and issue diagnosis.
    MIT

  • Lanchu

    lanchuske
    A
    license
    -
    quality
    A
    maintenance
    A control panel and coordination system for AI agents, enabling scope control, real-time monitoring, and audit trails without requiring programming skills.
    57
    2
    MIT

  • MCP Tool Server

    Akhiljoshi03
    F
    license
    -
    quality
    C
    maintenance
    A production-oriented MCP server exposing tools for weather, currency conversion, text statistics, and server introspection, with auto-discovery, rate limiting, and API key auth.

  • audit-ledger-mcp

    shahidh68
    A
    license
    A
    quality
    B
    maintenance
    Tamper-evident audit logging for AI decisions. Three tools (record_decision, verify_decision, list_decisions) write to a regulator-grade ledger built on AWS S3 Object Lock with 7-year retention. Designed for EU AI Act Article 12 and FCA SS1/23 evidence requirements. Try zero-config: npx audit-ledger-mcp boots in sandbox mode against a public hosted tenant.
    3
    65
    1
    Apache 2.0

  • kubeaid-mcp

    1Shubham7
    A
    license
    A
    quality
    C
    maintenance
    Exposes a Kubernetes cluster to MCP-compatible AI clients, enabling read-only and optional write operations on cluster resources like pods, deployments, and namespaces through natural language.
    9
    1
    MIT

  • Scalene-MCP

    ptmorris05
    F
    license
    A
    quality
    C
    maintenance
    A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural language interactions in supported IDEs.
    7
    1

  • memorydetective

    carloshpdoc
    A
    license
    A
    quality
    B
    maintenance
    iOS leak hunting and performance investigation. Reads .memgraph and .trace files, classifies retain cycles against a 34-pattern catalog with Swift fix templates, bridges to source via SourceKit-LSP. 28 MCP tools, 34 catalog resources, 5 investigation prompts.
    42
    180
    13
    Apache 2.0

  • py-spy MCP Server

    LBurny
    A
    license
    A
    quality
    A
    maintenance
    MCP server for profiling Python processes using py-spy, supporting flamegraphs, stack dumps, and performance comparisons.
    6
    1
    MIT

  • Hospital WAF MCP

    12211725-star
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that exposes a hospital-oriented web application firewall engine for AI assistants. It enables request inspection against curated security rules and provides tools for rule management and security testing.
    4
    MIT

  • beacon-mcp

    HyperBDR
    A
    license
    A
    quality
    C
    maintenance
    MCP server for the beacon log analytics platform, exposing beacon's REST API as MCP tools and resources for AI agents to query and analyse AI-assistant usage data.
    11
    MIT