loaditout.ai
SkillsPacksTrendingLeaderboardAPI DocsBlogSubmitRequestsCompareAgentsXPrivacyDisclaimer
{}loaditout.ai
Skills & MCPPacksBlog

nexcore

MCP Tool

nexvigilant/nexcore

NexVigilant Core — 280 Rust crates for pharmacovigilance, signal detection, and intelligent automation. The Vigilance Kernel.

Install

$ npx loaditout add nexvigilant/nexcore

Platform-specific configuration:

.claude/settings.json
{
  "mcpServers": {
    "nexcore": {
      "command": "npx",
      "args": [
        "-y",
        "nexcore"
      ]
    }
  }
}

Add the config above to .claude/settings.json under the mcpServers key.

About

NexVigilant Core (nexcore)

The Vigilance Kernel — unified Rust workspace (~63K LOC) powering NexVigilant's pharmacovigilance platform, skill orchestration, and AI agent infrastructure.

> nexcore is the proprietary computation kernel developed by NexVigilant LLC for drug safety signal detection, regulatory compliance, and intelligent automation.

Quick Start
# Build
cd ~/nexcore
cargo build --release

# Run tests (~1800+)
cargo test --workspace

# Start REST API (preferred for external integrations)
cargo install --path crates/nexcore-api
nexcore-api  # http://localhost:3030

# Use MCP tools (preferred for Claude Code)
# mcp__nexcore__pv_signal_complete(a=15, b=100, c=20, d=10000)
Workspace Structure
~/nexcore/
├── Cargo.toml                    # Workspace root
└── crates/
    ├── nexcore-vigilance/        # Core: ToV axioms, Guardian-AV, PV signals, 25+ modules
    ├── nexcore-brain/            # Working memory: sessions, artifacts, code tracking
    ├── nexcore-mcp/              # MCP server (90+ tools for Claude Code)
    ├── nexcore-api/              # REST API server (Axum, 33 routes)
    ├── nexcore-friday/           # FRIDAY orchestrator (voice, webhooks, scheduler)
    ├── nexcore-hooks/            # Claude Code hooks (quality, security enforcement)
    ├── nexcore-faers-etl/        # FAERS data pipeline
    ├── nexcore-config/           # Configuration types
    ├── nexcore-skill-verify/     # Skill validation CLI
    └── nexcore-epa1/             # EPA ECHO API integration
Workspace Dependency Direction

Use a one-way dependency flow to keep layering clear and avoid cycles:

  1. foundation crates: shared primitives, utilities, types
  2. domain crates: business logic, algorithms, PV, vigilance
  3. orchestration crates: workflows, pipelines, schedulers
  4. service/bin crates: API servers, CLIs, MCP, UI shells

Rules of thumb:

  1. service/bin can depend on anything below it, but never the

Tags

crates-iodrug-safetymcpopen-sourcepharmacovigilancerustsignal-detection

Reviews

Loading reviews...

Quality Signals

0
Installs
Last updated20 days ago
Security: AREADME

Safety

Risk Levelmedium
Data Access
read
Network Accessnone

Details

Sourcegithub-crawl
Last commit3/30/2026
View on GitHub→

Embed Badge

[![Loaditout](https://loaditout.ai/api/badge/nexvigilant/nexcore)](https://loaditout.ai/skills/nexvigilant/nexcore)