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"Python" 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

  • 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

  • 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

  • bugezy

    fox100039-design
    A
    license
    A
    quality
    B
    maintenance
    Voice-powered bug reporting MCP server with 13 tools. Captures console logs, network errors, DOM traces, and developer voice descriptions. AI reads structured reports to find and fix bugs automatically. Chrome Extension + Python CLI.
    8
    MIT

  • agent-safety-mcp

    LuciferForge
    A
    license
    A
    quality
    D
    maintenance
    Unified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.
    17
    1
    MIT

  • librenms-mcp

    mhajder
    A
    license
    B
    quality
    A
    maintenance
    LibreNMS MCP Server is a Python-based Model Context Protocol (MCP) server designed to provide advanced, programmable access to LibreNMS network monitoring data and management features, enabling querying devices, ports, alerts, inventory, and more.
    100
    32
    MIT

  • JVM MCP Server

    xzq-xu
    A
    license
    B
    quality
    F
    maintenance
    A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
    16
    88
    MIT

  • Log Analyzer MCP

    djm81
    F
    license
    B
    quality
    D
    maintenance
    A Python-based MCP server that enables AI-assisted log file analysis with features for filtering, parsing, and interpreting log outputs, plus executing and analyzing test runs with varying verbosity levels.
    12
    12

  • OPTIX: Operational Platform

    AdamWaldie
    A
    license
    -
    quality
    C
    maintenance
    A standalone Python/FastAPI server that implements the Model Context Protocol (MCP) for the OPTIX threat intelligence platform. It exposes 26 analyst-friendly tools that AI assistants and programmatic consumers can use to query threat feeds, search documents and indicators, manage watchlists, triage IOCs, generate detection rules, trigger AI research, and produce intelligence reports.
    MIT

  • mcpstat

    tekkidev
    A
    license
    -
    quality
    C
    maintenance
    A Python utility for adding usage tracking, analytics, and audit trails to MCP servers using SQLite-backed persistence. It enables developers to monitor tool, prompt, and resource activity and expose these statistics directly to LLM clients.
    4
    MIT

  • Vigil

    AlexlaGuardia
    A
    license
    -
    quality
    B
    maintenance
    MCPWatch: observability for MCP servers. One line instruments any Python MCP server (FastMCP and the low-level Server) and tracks per-tool latency (p50/p95/p99), error rates, silent failures (empty/null returns and isError), and call volume. REST API, CLI, and alert hooks. MIT, no config required.
    1
    MIT

  • detrix

    flashus
    A
    license
    -
    quality
    C
    maintenance
    Detrix is an agentic debugger. Watch any variable at any line, zero code changes during debugging Local or cloud - same workflow for Docker containers and remote hosts Python, Go, Rust - observation points capture values without pausing, without restarting
    23
    MIT

  • Unofficial FortiMonitor MCP

    gjenkins20
    A
    license
    -
    quality
    B
    maintenance
    MCP server for the FortiMonitor v2 monitoring API. 241 tools across 33 modules covering server management, outage monitoring, maintenance windows, metrics, notifications, cloud monitoring, SNMP, dashboards, reporting, and more. Unofficial community project, not affiliated with Fortinet. Python, MIT license, Docker and local deployment supported.
    3
    MIT

  • MCP Monitor

    Partha-SUST16
    F
    license
    -
    quality
    C
    maintenance
    An observability tool for agentic AI pipelines that intercepts MCP and Python tool calls to provide real-time metrics, session replays, and alerts via a local dashboard. It enables centralized monitoring of multiple MCP servers through multiplexer and proxy modes without requiring changes to existing agent code.
    3