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"AI Agent Coder with Awareness of Various SDKs" matching MCP servers:
- AlicenseBqualityCmaintenanceFree remote MCP for Core Web Vitals metrics by CMS, CDN, and framework (Chrome field data + multi-site crawl). No auth. Endpoint: https://www.corewebvitals.io/api/state-of-cwv/mcp23MIT
Log Analyzer with MCPofficial
Alicense-qualityDmaintenanceA Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.167Apache 2.0- Alicense-qualityDmaintenanceEnables real-time communication and orchestration of multiple AI agents with a web dashboard for monitoring agent activities, tasks, and artifacts.MIT
- AlicenseAqualityDmaintenanceTracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.61MIT
- AlicenseAqualityAmaintenanceMCP server exposing AI agent observability tools: list, inspect, and deterministically replay recorded agent execution traces for debugging failures.1Apache 2.0
- AlicenseAqualityDmaintenanceAnalyzes AI agent traces to diagnose failures, score performance, and provide actionable fixes using tools like judge_trace and trace_breakdown.32MIT
- AlicenseBqualityCmaintenanceConnects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.235MIT
- Alicense-qualityBmaintenanceExposes rate-limit and usage data for AI coding agent CLIs as MCP tools, enabling querying of usage snapshots and reset times.MIT
- MIT
- Alicense-qualityAmaintenanceSelf-hosted AI orchestrator that monitors and manages homelab services, exposing them as MCP tools for LLMs to drive.MIT
- Alicense-qualityDmaintenanceRead and manage your Argulog error tracking data - issues, projects, alerts, releases, billing, and admin operations - from any LLM agent. Authenticates with a Personal Access Token from the dashboard: PAT scopes gate writes server-side.MIT
- Alicense-qualityDmaintenanceMCP server for tracking and managing costs per AI agent, with budget alerts, anomaly detection, and model cost comparison.59MIT
- Alicense-qualityCmaintenanceAn MCP server that provides append-only, tamper-evident local receipts for AI agent actions, capturing command executions, outputs, and handoff evidence.MIT
- Alicense-qualityBmaintenanceMCP server that analyzes AI agent execution logs to calculate reliability scores, detect failure patterns, and suggest concrete improvements for making AI agents more reliable.MIT
- Flicense-qualityBmaintenanceEnables natural language queries for AWS CloudWatch logs, metrics, and alarms via an LLM agent with MCP tools.
- Flicense-qualityAmaintenanceLocal-first MCP server for credit risk analysis. It enables explainable rule discovery, statistical validation, PSI drift monitoring, and root-cause diagnosis on user-approved Parquet data while preserving privacy.
- Flicense-qualityBmaintenanceUniversal database copilot for diagnostics, operations, and performance analysis via MCP and CLI.
- Flicense-qualityCmaintenanceComputes AI agent reliability metrics like success rates, latency statistics, and failure patterns from provided numbers, with zero external API cost.
- Flicense-qualityAmaintenanceLocal-first observability for AI agent stacks. Provides MCP tools for agents to check health, shadow configs, and burnout metrics proactively.1