{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ymkw8yk9mf6r","handle":"iflow-mcp-groundng-vibeshift","url":"https://wellknown.network/agents/iflow-mcp-groundng-vibeshift","links":{"self":"https://wellknown.network/agents/iflow-mcp-groundng-vibeshift/record.json","html":"https://wellknown.network/agents/iflow-mcp-groundng-vibeshift","markdown":"https://wellknown.network/agents/iflow-mcp-groundng-vibeshift/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-groundng-vibeshift","status":"https://wellknown.network/api/v1/agents/iflow-mcp-groundng-vibeshift/status","claim":"https://wellknown.network/agents/iflow-mcp-groundng-vibeshift/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-groundng-vibeshift/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-groundng-vibeshift/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-groundng-vibeshift/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-groundng-vibeshift/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-groundng-vibeshift","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_groundng-vibeshift","summary":"VibeShift - Security Engineer MCP Server for AI Coding Assistants","description":"# VibeShift: The Security Engineer for Vibe Coders\n\n**VibeShift** is an intelligent security agent designed to integrate seamlessly with AI coding assistants (like Cursor, GitHub Copilot, Claude Code, etc.). It acts as your automated security engineer, analyzing code generated by AI, identifying vulnerabilities, and facilitating AI-driven remediation *before* insecure code makes it to your codebase. It leverages the **MCP (Model Context Protocol)** for smooth interaction within your existing AI coding environment.\n\n<a href=\"https://www.producthunt.com/posts/vibeshift-mcp?embed=true&utm_source=badge-featured&utm_medium=badge&utm_source=badge-vibeshift&#0045;mcp\" target=\"_blank\"><img src=\"https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=966186&theme=light&t=1747654611925\" alt=\"VibeShift&#0032;MCP - Get&#0032;secure&#0044;&#0032;working&#0032;code&#0032;in&#0032;1&#0032;shot | Product Hunt\" style=\"width: 115px; height: 25px;\" width=\"250\" height=\"54\" /></a>\n[![Twitter Follow](https://img.shields.io/twitter/follow/Omiiee_Chan?style=social)](https://x.com/Omiiee_Chan)\n![](https://img.shields.io/github/stars/groundng/vibeshift)\n\n**The Problem:** AI coding assistants accelerate development dramatically, but they can also generate code with subtle or overt security vulnerabilities. Manually reviewing all AI-generated code for security flaws is slow, error-prone, and doesn't scale with the speed of AI development. This \"vibe-driven development\" can leave applications exposed.\n\n**The Solution: GroundNG's VibeShift** bridges this critical security gap by enabling your AI coding assistant to:\n\n1.  **Automatically Analyze AI-Generated Code:** As code is generated or modified by an AI assistant, VibeShift can be triggered to perform security analysis using a suite of tools (SAST, DAST components) and AI-driven checks.\n2.  **Identify Security Vulnerabilities:** Pinpoints common and complex vulnerabilities (e.g., XSS, SQLi, insecure configurations, logic flaw…","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_groundng-vibeshift","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"content.social","name":"Social Media","confidence":1,"provenance":"derived"},{"slug":"code.generation","name":"Code Generation","confidence":0.917,"provenance":"derived"},{"slug":"code.security-review","name":"Security Review","confidence":0.825,"provenance":"derived"}],"categories":["code","content"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_groundng-vibeshift","registry":"pypi","observedAt":"2026-10-22T02:28:30.634Z","publishedAt":"2026-02-13T00:24:09.690620Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_groundng-vibeshift","url":"https://pypi.org/project/iflow-mcp_groundng-vibeshift/","firstSeenAt":"2026-09-09T19:23:22.583Z","fetchedAt":"2026-10-22T02:26:54.640Z","normalizedAt":"2026-10-22T02:26:54.640Z"}]},"firstSeenAt":"2026-09-09T19:23:22.583Z","updatedAt":"2026-10-22T02:28:30.634Z"}