{"repo":"Harshit-J004/toolguard","free":true,"listed":false,"github":"https://github.com/Harshit-J004/toolguard","clone":"git clone https://github.com/Harshit-J004/toolguard.git","description":"The \"Cloudflare for AI Agents\". 7-layer security interceptor, real-time observability dashboard, and automated reliability testing for MCP and AI tool chains. Prevent hallucinations, prompt injection, and destructive tool calls.","language":"Python","stars":14,"topics":["ai-agents","crewai","function-calling","fuzzing","langchain","observability","pydantic","pytest","python","reliability"],"license":"MIT","category":"ai-agents","readme_excerpt":"🛡️ ToolGuard The \"Cloudflare for AI Agents\". 7-layer security interceptor, real-time observability dashboard, and automated reliability testing for MCP and AI tool chains. 🎬 See It In Action (5-Min Raw Technical Demo) Watch ToolGuard live-block prompt injections, detect silent schema drift variations, and perfectly intercept hazardous tools with human-in-the-loop Discord approvals: 👉 Watch the 5-Minute Demo Video --- Operations vs. Engineering 📻 Use the Dashboard ( toolguard dashboard ) when: Live Monitoring : You are running an agent and want to watch it work in real-time. Visualizing Crashes : You see a BLOCKED event and want to inspect the JSON Payload or the DAG Timeline to see exactly why the semantic layer fired. Demos & Presentations : It’s the best way to show someone (or a client) how the security mesh actually protects the system. Post-Mortem : Reviewing the history of traces to identify \"hallucination drifts\" over time. 🦇 ⌨️ Use the Terminal ( toolguard run / test ) when: CI/CD Pipelines : You want the build to fail automatically if the reliability score drops below 95%. Rapid Iteration : You just changed one line of code and want a 1-second \"Fuzz Check\" without leaving your IDE. Headless Servers : You’re deploying to a Docker container or AWS/GCP where you don't have a web browser. Local Replay : Using toolguard replay to step through a specific failure payload you found earlier. ⚡ Schema Drift Enforcement : Using toolguard drift check --fail-on-drift in your","default_branch":null,"files":null,"tree":[],"storefront":"/r/Harshit-J004","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Harshit-J004/toolguard/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}