Category
The agent tooling (mcp, frameworks) AI tools the Shadow AI List tracks, ranked by the AI Exposure Index: how likely each is to be in use, weighted by data risk. 57 tracked in this category. Each links to its profile with detection domains and risk detail.
Scoring from the open Shadow AI List methodology. Higher exposure = more likely in use; higher risk = more concern.
| # | Tool | Exposure | Risk | Enterprise use |
|---|---|---|---|---|
| 1 | n8n n8n.io | 39 | 55 · Moderate | medium |
| 2 | Dust dust.tt | 37 | 60 · High | medium |
| 3 | Weights & Biases wandb.ai | 37 | 60 · High | medium |
| 4 | Swarmclaw swarmclaw.ai | 34 | 79 · High | - |
| 5 | Oracle AI — Conscious AI That Thinks, Feels & Dreams 24/7 the-oracleai.com | 34 | 79 · High | - |
| 6 | The AI employee that handles every customer | AgentDock agentdock.ai | 33 | 75 · High | - |
| 7 | AI-Flow - Connect multiple AI models easily. ai-flow.net | 33 | 75 · High | - |
| 8 | Business Phone System & AI Voice Agents | DialLink diallink.com | 33 | 75 · High | - |
| 9 | OpenClaw - OpenClaw docs.openclaw.ai | 33 | 75 · High | - |
| 10 | Quick Start - Overview - Z.AI DEVELOPER DOCUMENT docs.z.ai | 33 | 75 · High | - |
| 11 | Calmo - Agent-Native SRE Platform getcalmo.com | 33 | 75 · High | - |
| 12 | Andy — Autonomous AI Agent | helloandy helloandy.net | 33 | 75 · High | - |
| 13 | Ingenimax ingenimax.ai | 33 | 75 · High | - |
| 14 | Iterationlayer iterationlayer.com | 33 | 75 · High | - |
| 15 | Nothumansearch nothumansearch.ai | 33 | 75 · High | - |
| 16 | OpenFang — The Agent Operating System openfang.sh | 33 | 75 · High | - |
| 17 | Personaforce personaforce.ai | 33 | 75 · High | - |
| 18 | Kimi API Platform platform.kimi.ai | 33 | 75 · High | - |
| 19 | #1 Jupyter AI Agent - Runcell runcell.dev | 33 | 75 · High | - |
| 20 | Tesla tesla.com | 33 | 75 · High | - |
| 21 | Z.ai - Advanced AI Chatbot & Agent powered by GLM-5.2 z.ai | 33 | 75 · High | - |
| 22 | Agentprobe — Agentic Commerce Readiness agentprobe.fly.dev | 33 | 74 · High | - |
| 23 | Hlido · Signed editorial verdicts on AI agents hlido.eu | 33 | 74 · High | - |
| 24 | Build powerful AI agents | MindStudio mindstudio.ai | 33 | 74 · High | - |
| 25 | Mutable mutable.ai | 33 | 74 · High | - |
| 26 | Mutinyhq mutinyhq.com | 33 | 74 · High | - |
| 27 | Meet Layla: AI Trip Planner 2026 | Trusted by Millions roamaround.io | 33 | 73 · High | - |
| 28 | Libraire libraire.ai | 33 | 70 · High | - |
| 29 | Kiln AI - Build, Evaluate, and Optimize AI Systems getkiln.ai | 32 | 67 · High | - |
| 30 | Hyperbrowser - Web Infra for AI Agents hyperbrowser.ai | 32 | 67 · High | - |
| 31 | Anthropic (spec) modelcontextprotocol.io | 31 | 25 · Low | medium |
| 32 | Autonomous robotic inspection solutions - ANYbotics anybotics.com | 31 | 60 · High | - |
| 33 | Rasa | Build Trustworthy AI Agents for Real-World Use rasa.com | 30 | 50 · Moderate | - |
| 34 | Homepage - Veritone veritone.com | 29 | 44 · Moderate | - |
| 35 | Agenta agenta.ai | 28 | 40 · Moderate | - |
| 36 | Nvidia nvidia.com | 28 | 40 · Moderate | - |
| 37 | TensorZero tensorzero.com | 28 | 40 · Moderate | - |
| 38 | Industrial Humanoid Automation | Agility agilityrobotics.com | 27 | 35 · Low | - |
| 39 | Composio composio.dev | 25 | 75 · High | low |
| 40 | MindPal mindpal.space | 25 | 75 · High | low |
| 41 | Portia AI portialabs.ai | 25 | 75 · High | low |
| 42 | Wordware wordware.ai | 25 | 72 · High | low |
| 43 | Helicone helicone.ai | 24 | 70 · High | low |
| 44 | Langfuse langfuse.com | 24 | 70 · High | low |
| 45 | Manus manus.im | 24 | 70 · High | low |
| 46 | Portkey portkey.ai | 24 | 70 · High | low |
| 47 | Browser Use browser-use.com | 24 | 65 · High | low |
| 48 | Smithery smithery.ai | 24 | 65 · High | low |
| 49 | Mastra mastra.ai | 23 | 62 · High | low |
| 50 | Braintrust braintrust.dev | 23 | 60 · High | low |
| 51 | Genspark genspark.ai | 23 | 60 · High | low |
| 52 | Glama glama.ai | 23 | 60 · High | low |
| 53 | Gumloop gumloop.com | 23 | 60 · High | low |
| 54 | AgentOps agentops.ai | 22 | 55 · Moderate | low |
| 55 | Letta (MemGPT) letta.com | 22 | 55 · Moderate | low |
| 56 | MCP.so mcp.so | 21 | 45 · Moderate | low |
| 57 | PulseMCP pulsemcp.com | 20 | 40 · Moderate | low |