A
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maintenanceContext window usage estimation for AI coding agents via MCP, enabling proactive state preservation before compaction.
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"IBM MCP Context Forge - Model Context Protocol Framework" matching MCP servers:
IBM Storage Insights MCPofficial
Alicense-qualityCmaintenanceEnables AI agents to integrate with IBM Storage Insights for seamless observability and diagnosis of registered storage assets. It provides tools to retrieve alerts, performance metrics, and system configurations via the IBM Storage Insights External APIs.Last updated9Apache 2.0- 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-qualityCmaintenanceA Model Context Protocol server that connects AI agents to IBM Concert, enabling autonomous workflow health monitoring, incident diagnosis, auto-remediation, CVE triage, and Slack alerting through natural language.Last updatedApache 2.0
IBM i MCP Serverofficial
Alicense-qualityCmaintenanceEnables AI assistants to interact with IBM i systems through SQL tools and authenticated connections. Provides system monitoring, database queries, and performance analysis capabilities with secure token-based authentication and connection pooling.Last updated67Apache 2.0- Flicense-qualityDmaintenanceTracks protocol adherence and maintains audit trails for Claude sessions, providing tools for logging steps, activities, and violations, and computing compliance scores.Last updated
- Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server that provides comprehensive access to IBM QRadar security intelligence platform. Query logs, events, offenses, agents, assets, and more directly from your AI assistant.Last updated2MIT
- Alicense-qualityCmaintenanceEnables AI agents to interact with IBM i systems through the Model Context Protocol, providing secure SQL-based access to Db2 for i databases for querying, monitoring, and executing operations.Last updatedApache 2.0
- AlicenseAqualityBmaintenanceA Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.Last updated513718Apache 2.0
- AlicenseAqualityAmaintenanceProvides read-only access to Jaeger distributed tracing data through the Model Context Protocol. Enables Claude and other MCP-capable agents to search traces, inspect spans, and analyze service dependencies directly within conversations.Last updated121MIT
- AlicenseAqualityCmaintenanceOrchestrates multiple AWS security services to provide comprehensive security assessments, threat analysis, and multi-framework compliance monitoring. It enables users to perform automated remediation recommendations and incident investigations through a unified Model Context Protocol interface.Last updated31Apache 2.0
- AlicenseAqualityDmaintenanceEnables management of BTRFS snapshots via Snapper and monitoring of BTRFS filesystem health through the Model Context Protocol.Last updated2MIT
- AlicenseAqualityAmaintenanceA Model Context Protocol (MCP) server for the RIPE Atlas network measurement platform. Enables AI assistants to create network measurements, retrieve results, search probes, and manage credits.Last updated132733MIT
- AlicenseAquality-maintenanceA Model Context Protocol (MCP) server for interacting with Atlassian Jira. Connect AI assistants like Claude, Cursor AI, and others directly to your Jira projects, issues, and workflows.Last updated6683
- AlicenseAqualityDmaintenanceEnables AI agents to perform instant SEO, performance, and security audits of any website through the Model Context Protocol. It provides comprehensive analysis without requiring API keys or configuration.Last updated114MIT
- AlicenseAqualityCmaintenanceA Model Context Protocol (MCP) server that enables AI assistants to query Tideways performance monitoring data and provide conversational performance insights for PHP applications.Last updated553MIT
- AlicenseAqualityBmaintenanceProvides access to Prometheus metrics and queries through standardized Model Context Protocol interfaces, allowing AI assistants to execute PromQL queries and analyze metrics data.Last updated6496MIT
- AlicenseAqualityCmaintenanceA Model Context Protocol server that connects AI agents to live Java processes via Alibaba Arthas, enabling real-time diagnostics, debugging, and performance analysis without code changes.Last updated25MIT
- FlicenseAqualityDmaintenanceA Model Context Protocol server that enables retrieving and analyzing Sentry issues, including stacktraces and debugging information.Last updated2
Sentry MCPofficial
AlicenseAqualityBmaintenanceA remote Model Context Protocol server acting as middleware to the Sentry API, allowing AI assistants like Claude to access Sentry data and functionality through natural language interfaces.Last updated725781MIT