a sample recommendation recall algorithm framework

WELCOME TO THE PACK MFER!!! This app finds vehicle events and searches for vehicle recalls.

x402 + MCP clients and examples for Recall Kitchen - searching recalls, etc

A dashboard for analysis of food safety recalls.

Tiny, dependency-free Node.js client for public US recall APIs. Originally published 2015; rewritten 2026.

Search and retrieve US consumer product recalls from the CPSC (Consumer Product Safety Commission) via MCP. STDIO or Streamable HTTP.

Clarissa - NHTSA Vehicle Safety Assistant. Get vehicle safety information, recalls, and complaints powered by AI.

Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigations, VIN decoding.

Help vehicle owners quickly find and understand safety recalls for their specific make/model/year, with LLM-enriched explanations that are easier to understand than raw NHTSA text.

openFDA APIs.json profile

Uses FDA API to return Drug Enforcement Recalls -- FDA Recall Enterprise System (RES) to show Class I (most serious) active recalls filtered to 3 years back as sometimes they leave them open for extended periods. It shows Drug Adverse Events (FAERS) for a specific med. It shows Food Enforcement Recalls from Allergens

Multi-platform NHTSA vehicle recall lookup library. Fetch safety recalls by make/model/year with critical recall detection. Supports Java, Android, Python, and TypeScript.

Power BI Dashboards

CPSC Recalls Bot

Product Safety Consumer Risk MCP Server

In this repository, We are going to be working on upGrad's lead score data set and to see how can we solve the problem using Exploratory data analysis techniques and using supervised machine learning models.

MCP server giving AI agents real vehicle data — specs, federal recalls, and OBD-II DTC reference. npx -y carvector-mcp

openFDA is an Elasticsearch-based public API that serves FDA data on drugs, devices, foods, animal/veterinary products, and tobacco. Each noun exposes one or more datasets including adverse events, recall enforcement reports, product labeling, classifications, registrations, and approvals.

Vehicle Databases provides automotive maintenance schedule APIs with OEM-compliant service schedules for vehicles up to 200,000 miles. Delivers maintenance intervals, service items, fluids, and recall data for automotive service platforms, fleet management systems, and consumer maintenance reminder applications.

The U.S. Consumer Product Safety Commission (CPSC) is the federal agency responsible for protecting the public from unreasonable risks of injury or death associated with consumer products such as toys, household items, electronics, and furniture.