Tools

Browse everything AgentGraph has indexed (535 active tools).

• MCP KQL ServerMCP

  Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration

  Cloud & infrastructure management
  Provider: unknownUpdated: 8/3/2026
• Container Host AIopsMCP

  Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.

  Cloud & infrastructure management
  Provider: AIops-toolsUpdated: 8/10/2026
• k8s AIopsMCP

  Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

  Cloud & infrastructure management
  Provider: AIops-toolsUpdated: 8/10/2026
• io.github.AaronVick/echorift-mcpMCP

  MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter)

  Cloud & infrastructure management
  Provider: AaronVickUpdated: 12/13/2025
• io.github.AnnasMazhar/pyspark-mcpMCP

  SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

  Cloud & infrastructure managementDatabase querying & management
  Provider: AnnasMazharUpdated: 5/9/2026
• MCP Cloudflare DNSMCP

  Cloudflare DNS MCP server: manage zones, records, cache purge, and page rules.

  Cloud & infrastructure management
  Provider: apexradiusUpdated: 6/30/2026
• Containerization AssistMCP

  TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

  Cloud & infrastructure management
  Provider: AzureUpdated: 7/2/2026
• io.github.Baneado98/cloud-pathfinderMCP

  IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/K8s.

  Cloud & infrastructure management
  Provider: Baneado98Updated: 6/24/2026
• MIDAS ProtocolMCP

  Complete financial infrastructure for AI agents — payments, lending, escrow & more.

  Cloud & infrastructure managementFinance & payments data
  Provider: BbrainFranceUpdated: 4/5/2026
• CE-RISE Digital Passport Engineering AssistantMCP

  Helps plan and reuse CE-RISE Digital Passport components, models, and deployment assets.

  Cloud & infrastructure management
  Provider: CE-RISE-softwareUpdated: 5/7/2026
• io.github.CSOAI-ORG/docker-helper-ai-mcpMCP

  Docker Helper Ai MCP Server by MEOK AI Labs

  Cloud & infrastructure management
  Provider: CSOAI-ORGUpdated: 6/30/2026
• io.github.CSOAI-ORG/self-healing-infrastructure-mcpMCP

  self-healing-infrastructure-mcp MCP server by MEOK AI Labs

  Cloud & infrastructure management
  Provider: CSOAI-ORGUpdated: 5/7/2026
• Carbon ArcMCP

  The infrastructure for the AI economy: primitives for inference, agents, and decisions.

  AI / ML model accessCloud & infrastructure management
  Provider: Carbon-ArcUpdated: 6/7/2026
• io.github.CesarObedFL/aws-spapi-mcpMCP

  MCP server for Amazon SP-API - real-time inventory health, sales metrics, and price updates

  Cloud & infrastructure managementMonitoring & observability
  Provider: unknownUpdated: 8/2/2026
• io.github.Christebob/meta-stamp-pocketsMCP

  Attribution and settlement infrastructure for AI agent content access over HTTP 402 and MCP.

  Cloud & infrastructure management
  Provider: ChristebobUpdated: 7/29/2026
• Scrapling MCP ServerMCP

  Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

  Browser automation & web scrapingCloud & infrastructure management
  Provider: D4VinciUpdated: 8/23/2026
• io.github.Dave-London/dockerMCP

  Structured Docker operations (ps, images, logs, build) as typed JSON.

  Cloud & infrastructure management
  Provider: Dave-LondonUpdated: 2/14/2026
• io.github.Dave-London/pare-dockerMCP

  Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON.

  Cloud & infrastructure management
  Provider: Dave-LondonUpdated: 2/14/2026
• ShadowCrawlMCP

  Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.

  Browser automation & web scrapingCloud & infrastructure management
  Provider: DevsHeroUpdated: 2/14/2026
• ContextLayerMCP

  Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.

  Cloud & infrastructure managementMessaging & chat platforms
  Provider: DotNovaUpdated: 5/4/2026