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maintenanceMCP servers for real-time development monitoring and interactive pair programming.
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"Understanding Call Hierarchy in Software Development or Programming" matching MCP servers:
oncallhealth-mcpofficial
AlicenseBqualityCmaintenanceMCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.Last updated3Apache 2.0- AlicenseAqualityCmaintenanceMCP server that reads Spark profiler files to give accurate Minecraft server tuning advice, parsing binary protobuf directly and diagnosing TPS, MSPT, GC, heap, and call-tree issues.Last updated14271MIT
- AlicenseBqualityDmaintenanceEnables 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 updated18MIT
- Flicense-qualityBmaintenanceA paid, hosted MCP server that acts as a witness layer for AI agent tool calls, providing receipt creation, approval evidence, argument redaction, result summaries, and audit exports.Last updated
DBOS MCP Serverofficial
AlicenseAqualityAmaintenanceEnables LLMs to analyze and manage DBOS workflows, including introspection, workflow management, and authentication, to help debug applications in development or production.Last updated2511MIT- Flicense-qualityCmaintenancePatent-pending diagnostic + decisions-ledger engine for any host software system — operator briefs and a severity-gated MCP console.Last updated
- Alicense-qualityCmaintenanceMCP server for the Splunk On-Call (VictorOps) API providing comprehensive incident management, on-call schedules, team administration, and alert reporting through natural language.Last updatedMIT
- Flicense-qualityDmaintenanceMonitors development server logs in real-time and provides Claude with immediate error notifications via Server-Sent Events. Intelligently parses TypeScript, Svelte, and Vite errors with severity classification and file correlation.Last updated9
- Flicense-qualityAmaintenanceMCP server for the Rootly incident management platform — alerts, incidents, on-call schedulesLast updated
- Flicense-qualityCmaintenanceWraps your existing MCP servers and checks each tool call against policy and live state before it runs. Allow, block, or require a refresh, with a reason the agent can act on.Last updated5
- Flicense-qualityDmaintenanceReal-time observability dashboard for monitoring AI agents in multi-agent development workflows, with live WebSocket updates of tool calls, sessions, and usage statistics.Last updated
- AlicenseAqualityCmaintenanceRelays 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 updated314MIT
- Alicense-qualityAmaintenanceMCP 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 updated34Apache 2.0
- AlicenseAqualityAmaintenanceMCP server for analyzing Perfetto traces with LLMs — query .pftrace files in PerfettoSQL via Claude Code or any MCP clientLast updated1719Apache 2.0
- AlicenseAqualityBmaintenanceLets agents query their own usage ledger captured by the Agentic Ledger proxy: sessions with full call traces, costs, loop runs, and stuck-loop flags. Tools include list_sessions, get_session, search, list_runs, get_run_status, and explain.Last updated262MIT
- AlicenseAqualityBmaintenanceAn on-call agent for data incidents, built on a bio-inspired context protocol. It triages data quality and freshness issues using DataHub, computing severity, blast radius, and ownership from the catalogue before generating prose.Last updated9Apache 2.0
- AlicenseAqualityDmaintenanceAn MCP server that exposes GPU-accelerated anomaly detection to AI assistants via the Model Context Protocol. Provides two MCP tools: waveguard_scan (send training + test data in one call, returns per-sample anomaly scores and top explanatory features) and waveguard_health (check API and GPU status). Works on time series, JSON, numbers, text, and images — fully stateless.Last updated34MIT
- FlicenseAqualityCmaintenanceMCP server that auto-emits tamper-evident receipts for every tool call, enabling EU AI Act Article 12 compliance with signed, chain-linked receipts.Last updated1
- AlicenseAqualityAmaintenanceStreams live progress from long-running MCP tool calls to any connected client. Instrument a tool call with mcp-telemetry-sdk, and telemetry_subscribe pushes its steps, logs, cost, and completion over notifications/progress — no polling, and a job started in one session can be watched from a different one.Last updated3172MIT
