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. 87 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 | Dust dust.tt | 37 | 60 · High | medium |
| 2 | Weights & Biases wandb.ai | 37 | 60 · High | medium |
| 3 | Bronze bronze.ai | 34 | 79 · High | - |
| 4 | Swarmclaw swarmclaw.ai | 34 | 79 · High | - |
| 5 | Agentsmesh agentsmesh.ai | 34 | 77 · High | - |
| 6 | Forge-web forge-web.rebaselabs.online | 34 | 77 · High | - |
| 7 | The AI employee that handles every customer | AgentDock agentdock.ai | 33 | 75 · High | - |
| 8 | Agentready agentready.site | 33 | 75 · High | - |
| 9 | Agentskb agentskb.com | 33 | 75 · High | - |
| 10 | AI-Flow - Connect multiple AI models easily. ai-flow.net | 33 | 75 · High | - |
| 11 | AppDeploy | Deploy apps from ChatGPT and Claude appdeploy.ai | 33 | 75 · High | - |
| 12 | Auditzap auditzap.io | 33 | 75 · High | - |
| 13 | Blankspace blankspace.build | 33 | 75 · High | - |
| 14 | Cognition cognition-labs.com | 33 | 75 · High | - |
| 15 | Contextwire contextwire.dev | 33 | 75 · High | - |
| 16 | Real-time monetization for AI | Credyt credyt.ai | 33 | 75 · High | - |
| 17 | Business Phone System & AI Voice Agents | DialLink diallink.com | 33 | 75 · High | - |
| 18 | OpenClaw - OpenClaw docs.openclaw.ai | 33 | 75 · High | - |
| 19 | Quick Start - Overview - Z.AI DEVELOPER DOCUMENT docs.z.ai | 33 | 75 · High | - |
| 20 | Gestell gestell.ai | 33 | 75 · High | - |
| 21 | Calmo - Agent-Native SRE Platform getcalmo.com | 33 | 75 · High | - |
| 22 | Andy — Autonomous AI Agent | helloandy helloandy.net | 33 | 75 · High | - |
| 23 | Ingenimax ingenimax.ai | 33 | 75 · High | - |
| 24 | Iterationlayer iterationlayer.com | 33 | 75 · High | - |
| 25 | Respan | LLM Engineering Platform keywordsai.co | 33 | 75 · High | - |
| 26 | Llmopt llmopt.metavert.io | 33 | 75 · High | - |
| 27 | Mini-swe-agent mini-swe-agent.com | 33 | 75 · High | - |
| 28 | Nothumansearch nothumansearch.ai | 33 | 75 · High | - |
| 29 | Onepilotapp onepilotapp.com | 33 | 75 · High | - |
| 30 | OpenFang — The Agent Operating System openfang.sh | 33 | 75 · High | - |
| 31 | Win more AI recommendations | Parse parse.gl | 33 | 75 · High | - |
| 32 | Personaforce personaforce.ai | 33 | 75 · High | - |
| 33 | Kimi API Platform platform.kimi.ai | 33 | 75 · High | - |
| 34 | Potpie potpie.ai | 33 | 75 · High | - |
| 35 | #1 Jupyter AI Agent - Runcell runcell.dev | 33 | 75 · High | - |
| 36 | Stackbuilt stackbuilt.co | 33 | 75 · High | - |
| 37 | Tmuxai tmuxai.dev | 33 | 75 · High | - |
| 38 | Z.ai - Advanced AI Chatbot & Agent powered by GLM-5.2 z.ai | 33 | 75 · High | - |
| 39 | Agentprobe — Agentic Commerce Readiness agentprobe.fly.dev | 33 | 74 · High | - |
| 40 | Checksum checksum.ai | 33 | 74 · High | - |
| 41 | Geoscoreai geoscoreai.com | 33 | 74 · High | - |
| 42 | Hlido · Signed editorial verdicts on AI agents hlido.eu | 33 | 74 · High | - |
| 43 | Kusho kusho.ai | 33 | 74 · High | - |
| 44 | Metorial - Agentic Infrastructure for AI-native Companies metorial.com | 33 | 74 · High | - |
| 45 | Build powerful AI agents | MindStudio mindstudio.ai | 33 | 74 · High | - |
| 46 | Murph murph.ai | 33 | 74 · High | - |
| 47 | Mutable mutable.ai | 33 | 74 · High | - |
| 48 | Polymet polymet.ai | 33 | 74 · High | - |
| 49 | Traceroot traceroot.ai | 33 | 74 · High | - |
| 50 | Trae trae.ai | 33 | 74 · High | - |
| 51 | Ui-pilot ui-pilot.com | 33 | 74 · High | - |
| 52 | Durable – AI Business Builder | Launch in minutes durable.co | 33 | 73 · High | - |
| 53 | Meet Layla: AI Trip Planner 2026 | Trusted by Millions roamaround.io | 33 | 73 · High | - |
| 54 | Libraire libraire.ai | 33 | 70 · High | - |
| 55 | Trynova trynova.ai | 33 | 70 · High | - |
| 56 | Kiln AI - Build, Evaluate, and Optimize AI Systems getkiln.ai | 32 | 67 · High | - |
| 57 | Hyperbrowser - Web Infra for AI Agents hyperbrowser.ai | 32 | 67 · High | - |
| 58 | Meticulous meticulous.ai | 32 | 67 · High | - |
| 59 | Sourcery sourcery.ai | 32 | 67 · High | - |
| 60 | Testdriver testdriver.ai | 32 | 67 · High | - |
| 61 | Anthropic (spec) modelcontextprotocol.io | 31 | 25 · Low | medium |
| 62 | Octomind octomind.dev | 31 | 60 · High | - |
| 63 | Rasa | Build Trustworthy AI Agents for Real-World Use rasa.com | 30 | 50 · Moderate | - |
| 64 | Homepage - Veritone veritone.com | 29 | 44 · Moderate | - |
| 65 | Agenta agenta.ai | 28 | 40 · Moderate | - |
| 66 | Nvidia nvidia.com | 28 | 40 · Moderate | - |
| 67 | TensorZero tensorzero.com | 28 | 40 · Moderate | - |
| 68 | Jules jules.google.com | 27 | 35 · Low | - |
| 69 | Composio composio.dev | 25 | 75 · High | low |
| 70 | MindPal mindpal.space | 25 | 75 · High | low |
| 71 | Portia AI portialabs.ai | 25 | 75 · High | low |
| 72 | Wordware wordware.ai | 25 | 72 · High | low |
| 73 | Helicone helicone.ai | 24 | 70 · High | low |
| 74 | Langfuse langfuse.com | 24 | 70 · High | low |
| 75 | Manus manus.im | 24 | 70 · High | low |
| 76 | Portkey portkey.ai | 24 | 70 · High | low |
| 77 | Browser Use browser-use.com | 24 | 65 · High | low |
| 78 | Smithery smithery.ai | 24 | 65 · High | low |
| 79 | Mastra mastra.ai | 23 | 62 · High | low |
| 80 | Braintrust braintrust.dev | 23 | 60 · High | low |
| 81 | Genspark genspark.ai | 23 | 60 · High | low |
| 82 | Glama glama.ai | 23 | 60 · High | low |
| 83 | Gumloop gumloop.com | 23 | 60 · High | low |
| 84 | AgentOps agentops.ai | 22 | 55 · Moderate | low |
| 85 | Letta (MemGPT) letta.com | 22 | 55 · Moderate | low |
| 86 | MCP.so mcp.so | 21 | 45 · Moderate | low |
| 87 | PulseMCP pulsemcp.com | 20 | 40 · Moderate | low |