viper

Grade F: derived only from the two verdicts below. How grades work

🛡️ VIPER: Stay ahead of threats with AI-driven vulnerability intelligence. Prioritize CVEs effectively using NVD, EPSS, CISA KEV, and Google Gemini insights, all on an interactive dashboard

Dormant2+ majors behindChecked Oct 19, 2026Free

Visit viper ↗Source on GitHub ↗

Why this verdict

How we check →

No commits in 90 days; last commit 432 days ago. receipt ↗
OpenAI SDK 1 declared; latest is 3 (2 majors behind). receipt ↗
NumPy 1 declared; latest is 2 (1 major behind). receipt ↗
pandas 2 declared; latest is 3 (1 major behind). receipt ↗
On current major: SQLAlchemy, Streamlit. receipt ↗

Snapshot: commit bcad943 on main, checked 2026-10-19 07:38 UTC. Receipts link to files at this exact commit.

Check before you commit

Two or more breaking releases behind on a core dependency.

Dependency freshness

Package	Declared	Latest	Status
OpenAI SDK openai	1.40.0	3.35.1	2 majors behind
NumPy numpy	1.24.0	2.5.4	1 major behind
pandas pandas	2.0.0	3.0.6	1 major behind
SQLAlchemy sqlalchemy	2.0.0	2.1.5	Current
Streamlit streamlit	1.30.0	1.66.0	Current

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

Framework: Streamlit
Database / ORM: SQLAlchemy
AI: OpenAI SDK

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

AI
Gemini AI analysisleverages Google Gemini AI for deep contextual analysis and vulnerability prioritization
AI
Local LLM with Ollamalocal LLM support through Ollama for enhanced privacy and offline capabilities
AI
OpenAI GPT providerUse OpenAI GPT models as the provider for AI analysis
Analytics
Risk scoringWeighted multi-factor scoring
Analytics
EPSS exploitation probabilityget_epss_data_for_cve - Exploitation probability
Analytics
CISA KEV status checkcheck_cve_in_cisa_kev - CISA KEV status
API
Claude Desktop MCP serverModel Context Protocol (MCP) server that integrates seamlessly with Claude Desktop
API
Live CVE lookupReal-time CVE analysis
API
NVD data retrievalget_nvd_cve_details - NVD data
API
Public exploit searchsearch_public_exploits_for_cve - GitHub/Exploit-DB search
Data
Database storagesave_cve_data_to_viperdb - Database storage
Deploy
Docker deploymentDocker - Container deployment
UI
Streamlit dashboardan interactive Streamlit dashboard

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.

Watch viper

Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.

RSS feed for viper · all changes

History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table

Date	Maintenance	Dependencies
Oct 19, 2026	Dormant	2+ majors behind
Oct 12, 2026	Dormant	2+ majors behind
Sep 29, 2026	Dormant	2+ majors behind

Sources

Every claim on this page comes from these public records, checked Oct 19, 2026. Open them to verify.

Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
Releases ↗ latest release
pyproject.toml ↗ declared dependency versions and stack (at commit bcad943)
requirements.txt ↗ declared dependency versions and stack (at commit bcad943)
README ↗ quoted features at the checked commit
PyPI ↗ latest versions of Python packages (each linked in the table above)

Maintainer? Add the badge

It updates automatically every time we refresh the evidence. Clicking it opens this page.

[![kitproof](https://kitproof.dev/badge/viper.svg)](https://kitproof.dev/kits/viper/)