Secure codebase connection
Link GitHub repositories securely so the platform can map the codebase architecture before analysis begins.
winfunc
Rivendicawinfunc is an AI-native security engineering platform that audits codebases for vulnerabilities, validates exploitable findings, and delivers fixes through pull requests.
Overview
winfunc is an AI-native security engineering platform for finding, triaging, and patching codebase vulnerabilities. The homepage describes it as software that automates the full cycle, from initial audit through fix delivery, with the goal of compressing security review work into hours rather than a longer manual process.
The published workflow starts by connecting a GitHub repository, then runs an autonomous audit that produces proof-of-concept evidence for vulnerabilities it finds. After that, winfunc can generate patches through pull requests and continue scanning commits to maintain protection over time. The MCP product page adds an editor-based workflow for scanning snippets and verifying changes inside Cursor, Claude, Windsurf, and Cline.
Features
Autonomous auditing
Run an autonomous security audit that looks for vulnerabilities across the connected codebase and reports findings without requiring manual scanning of each file.
PoC-backed findings
Produce proof-of-concept validation for vulnerabilities, so findings are tied to exploitable behavior rather than static flags alone.
Patch delivery via PRs
Deliver automated fixes through pull requests, giving teams a patch path instead of only a report.
Continuous commit scanning
Scan every commit for ongoing protection and surface issues as the codebase changes.
Editor-based MCP workflow
Work inside Cursor, Claude, Windsurf, and Cline through Winfunc MCP for real-time vulnerability scanning in the editor.
Use Cases
Repository-wide security review
Security and platform teams can connect a GitHub repository to get an autonomous audit that identifies vulnerabilities and attaches proof-of-concept evidence for review.
In-editor code verification
Developers working in supported editors can scan snippets and verify code changes before they land, which helps catch issues during active implementation.
Patch review and shipment
Teams that want a patch path, not just findings, can use the PR-based workflow to turn audit output into reviewable fixes.
Continuous change monitoring
Organizations that need ongoing protection can keep scanning commits so new changes are checked after the initial audit.
Pros and Cons
Pros
- Combines audit, triage, proof-of-concept validation, and patch generation in one workflow.
- Supports secure GitHub repository connection and ongoing commit scanning.
- Offers an MCP-based editor workflow for Cursor, Claude, Windsurf, and Cline.
- Describes automated patches delivered through pull requests, which is useful for team review and adoption.
Cons
- The source does not provide pricing details, plan tiers, or contract terms.
- Integration coverage is only partially documented in the available text; editor support is named, but broader setup requirements are not described.
- The research pages hint at a lab and case studies, but the product pages here do not spell out exact scope limits or supported security targets.
FAQ
What is winfunc?
The site presents winfunc as an AI-native security engineering platform that finds, triages, and patches codebase vulnerabilities in hours. It is positioned around autonomous audits, proof-of-concept validation, and patch delivery through pull requests.
How does winfunc work?
The homepage says you connect a GitHub codebase securely, then winfunc performs an autonomous audit and continuously scans commits for ongoing protection. The research page and product pages reinforce that the workflow centers on codebase analysis and patch generation.
Does winfunc support AI editors or MCP-based workflows?
The product page says Winfunc MCP provides real-time vulnerability scanning inside Cursor, Claude, Windsurf, and Cline, letting users scan snippets, verify changes, and audit codebases without leaving their editor flow.
What does winfunc cost?
The provided pages do not show pricing numbers or clear plan tiers. The pricing page confirms a pricing area exists, but the source text available here does not expose the actual pricing structure.
Quick Facts
- Category
- AI security engineering platform
- Primary workflow
- Connect codebase, run autonomous audit, receive PoC-backed findings, and ship patches via PRs
- Editor support
- Cursor, Claude, Windsurf, and Cline via Winfunc MCP
- Connected source
- GitHub repositories
- Domain
- asterisk.so
- Pricing
- Not disclosed in the provided source text