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maintenanceUnified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend.
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"WhyLabs AI Observability Platform" matching MCP servers:
- AlicenseAqualityCmaintenanceScore your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.Last updated81MIT
- FlicenseAqualityBmaintenanceMCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude Code can read and write employee, project, task, and time data through natural language.Last updated8
- AlicenseAqualityCmaintenanceEnables AI agents to interact with ServiceNow through MCP, providing schema inspection, record CRUD, attachments, audit, Flow Designer, and platform investigations with policy-guarded access.Last updated142MIT
- AlicenseAqualityAmaintenanceLets your coding agent talk to the RunWhen platform — workspace chat, issues, SLXs, run sessions, and the Tool Builder — over the Model Context Protocol. Enables workspace chat with AI assistant, task authoring via Tool Builder, and direct data access to workspaces, issues, SLXs, run sessions, and more.Last updated451Apache 2.0
- AlicenseAqualityBmaintenanceAbout MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.Last updated41MIT
- AlicenseBqualityDmaintenanceEnables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.Last updated1MIT
- FlicenseAqualityBmaintenanceA deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.Last updated9
- AlicenseAqualityAmaintenanceCybersecurity AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated51MIT
- AlicenseAqualityAmaintenanceProvides AI-powered educational tools for teachers including lesson planning, quiz creation, student progress analysis, learning path recommendations, and rubric generation. Enables educators to automate administrative tasks and personalize learning experiences through natural language interactions.Last updated51MIT
- AlicenseAqualityAmaintenanceVendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-citation eligibility. No API keys. No registration. Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code (Copilot / Continue), and any client that speaks the Model Context Protocol.Last updated203512MIT
- AlicenseAqualityAmaintenanceFitness AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated51MIT
- AlicenseAqualityBmaintenanceAudits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/ClaudeBot/PerplexityBot/etc), Cloudflare flags, JSON-LD, sitemap, llms.txt, SPA shell, plus cross-model brand mentions via Perplexity + OpenRouter. 0-100 score. SSRF-guarded, spend-capped.Last updated41MIT
- AlicenseAqualityBmaintenanceEU AI Act · APRA · NIST AI RMF · ISO 42001 · AU AI Safety — grounded compliance citations for any MCP client.Last updated6841Apache 2.0
- AlicenseAqualityAmaintenanceAI Bill of Materials compliance tracking and SBOM generation for AI/ML systemsLast updated4MIT
- AlicenseAqualityAmaintenanceEnables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.Last updated116MIT
- AlicenseAqualityBmaintenanceModel Context Protocol server exposing the SCOUTS-AI web search API as a single web_search tool for AI agents. No API key required.Last updated1MIT
Proofof AI MCPofficial
AlicenseAqualityBmaintenanceProofof AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated651MIT- AlicenseAqualityAmaintenanceRegex AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated42MIT
- FlicenseAqualityDmaintenanceLightweight MCP server that exposes tools for system information and weather lookup, designed for agent integration via stdio.Last updated1
