A
license-
qualityD
maintenanceContext window usage estimation for AI coding agents via MCP, enabling proactive state preservation before compaction.
Last updated
1
MIT
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"Understanding Context Memory in Chat Systems" matching MCP servers:
- Flicense-qualityDmaintenanceProvides persistent memory for MCP-compatible agents (like Copilot CLI) to save and recall knowledge across sessions, plus long-running monitoring tools.Last updated
- Flicense-qualityDmaintenanceProvides unified project context and monitoring capabilities including project health metrics, build diagnostics, Git integration, and infrastructure validation to initialize development sessions with comprehensive project information.Last updated
- Alicense-qualityDmaintenanceEnables Git repository operations and real-time monitoring via MCP tools, with support for WebSocket events, authentication, and observability.Last updated214MIT
- 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-qualityCmaintenanceExposes Apigee X / GCP Management API operations as tools, enabling management of API proxies, environments, analytics, developers, apps, and API products through natural language commands.Last updated1
- AlicenseAqualityBmaintenanceA locally-hosted MCP (Model Context Protocol) server that gives Claude real tools to debug Docker containers — fetch logs, inspect memory/CPU, and run diagnostic commands inside a container, all from a chat with Claude Desktop.Last updated31MIT
- AlicenseAqualityCmaintenanceMCP server for Beszel system monitoring that provides tools to list systems, containers, alerts, and query CPU, memory, disk, and network stats.Last updated621MIT
- AlicenseBqualityDmaintenanceA proof-of-concept Prometheus MCP server, which likely enables Claude AI to interact with Prometheus monitoring systems through the Model Context Protocol.Last updated21MIT
PTP MCP Serverofficial
Alicense-qualityBmaintenanceMonitors and analyzes Precision Time Protocol (PTP) systems in OpenShift clusters, enabling configuration analysis, real-time log monitoring, and health checks.Last updatedMIT- Alicense-qualityCmaintenanceBrings live project context into Slack via MCP, enabling developer teams to check service health, recall team decisions, search code, and query project context directly from chat.Last updatedMIT
- Alicense-qualityDmaintenanceEnables AI agents to interface with Velociraptor for digital forensics and incident response tasks, including file/memory scans, remediation actions, and artifact collection across multiple operating systems.Last updated1MIT
- Alicense-qualityDmaintenanceMCP server for tracing, logging, and debugging multi-agent systems by capturing sessions, spans, and events in a queryable trace tree.Last updated1MIT
- Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server for comprehensive monitoring and observability of systems using Langfuse.Last updated1MIT
- Alicense-quality-maintenanceEnables GPU profiling and performance analysis via NVIDIA Nsight Systems, allowing agents to profile binaries and aggregate statistics for kernels, memory copies, and NVTX ranges. It supports advanced analysis through interval tree construction and structural queries on profiling reports.Last updated5
- FlicenseAqualityCmaintenanceConnects to MES systems for SOP file upload and abnormal report querying via WorkBuddy.Last updated1159
- AlicenseAqualityCmaintenanceJava profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.Last updated92MIT
- AlicenseAqualityBmaintenanceLive .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required.Last updated71MIT
- FlicenseAqualityCmaintenanceA 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.Last updated71
- AlicenseAqualityBmaintenanceMCP server for inspecting and modifying Three.js scenes in real time — 59 tools for objects, materials, shaders, textures, animations, performance monitoring, memory diagnostics, and code generation.Last updated6021175MIT