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"Understanding Call Hierarchy in Software Development or Programming" matching MCP servers:

  • resQ MCP Server

    resq-software
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.
    Last updated
    3
    1
    Apache 2.0

  • Shepherd MCP

    neuralis-in
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    Last updated
    18
    MIT
  • endoflife-mcp by endoflife-ai

    endoflife-mcpofficial

    endoflife-ai
    A
    license
    A
    quality
    A
    maintenance
    Software end-of-life intelligence for AI agents: EOL dates, support timelines and 0-100 upgrade risk scores for 480+ products. Check whether a version is still supported, score its risk, or audit an entire stack.
    Last updated
    5
    MIT

  • EOL MCP Server

    ducthinh993
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to check software end-of-life dates and support status using the endoflife.date API, providing accurate information on software lifecycle, security status, and upgrade recommendations in real-time.
    Last updated
    5
    8
    MIT

  • Sentinel Gateway

    jaisimha18
    A
    license
    -
    quality
    C
    maintenance
    MCP zero-trust gateway that sits in front of every internal MCP server, detects tool-poisoning/metadata drift in real time, and maintains a cryptographic provenance ledger of every agent tool call.
    Last updated
    3
    ISC

  • EPICS MCP Server

    eunsang284
    A
    license
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    quality
    D
    maintenance
    Enables interaction with EPICS (Experimental Physics and Industrial Control System) process variables through natural language. Supports reading PV values, setting PV values, and retrieving detailed PV information for monitoring and controlling hardware or software parameters.
    Last updated
    1
    MIT

  • VibeWatch

    krjordan
    A
    license
    -
    quality
    D
    maintenance
    Monitors development commands and exposes terminal output to Claude in real-time, allowing AI assistants to see errors, logs, and stack traces without copy-pasting.
    Last updated
    20
    3
    MIT

  • EPICS MCP Server

    infn-epics
    A
    license
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    quality
    B
    maintenance
    Enables retrieval, setting, and detailed information lookup of EPICS process variables (PVs) for monitoring and controlling hardware or software parameters.
    Last updated
    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.
    Last updated
    48
    2
    MIT

  • viam-community-mcp

    hunter-volkman
    F
    license
    -
    quality
    C
    maintenance
    An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It is currently in early development and not yet functional.
    Last updated
  • xyte-mcp by xyte-io

    xyte-mcpofficial

    xyte-io
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to discover and call Xyte's device management API endpoints with typed validation, supporting fleet investigation, ticket management, and routine operations through natural language.
    Last updated
    3
    0
    Apache 2.0

  • MCP Error Relay

    purelledhand
    A
    license
    A
    quality
    C
    maintenance
    Relays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.
    Last updated
    3
    14
    MIT

  • rlg-mcp

    sebastienrousseau
    A
    license
    -
    quality
    A
    maintenance
    MCP server exposing rlg (RustLogs) log files as tools for on-call / SRE agent workflows. Three tools over JSON-RPC stdio — tail_log (last N events, filtered by level/target), filter_log (predicate filtering), summarize_errors (grouped error taxonomy). Pure Rust. MIT OR Apache-2.0.
    Last updated
    3
    4
    Apache 2.0