Kipi is a self-hosted OSINT platform that ingests documents and screenshots to build a typed entity graph, then runs automated WHOIS, DNS, certificate and web pivots. It applies real-time graph analytics (centrality, communities, pathfinding) and generates a sourced, graded brief while letting analysts confirm every finding. The only external dependency is an Anthropic API key; all data and processing run locally.

Mistral OCR 4 extracts text from PDFs, DOCs and more while also returning bounding boxes, block types and per-word confidence. It supports 170 languages, runs in a single container for self-hosted deployments, and outperforms rivals on human and automated benchmarks.

Stash lets your AI agent keep memory across conversations, so you don’t have to repeat context every time. It’s an open-source, self-hosted layer that uses Postgres, pgvector, and an eight-stage consolidation pipeline to turn raw observations into structured knowledge. It plugs into any MCP-compatible agent with a single Docker command.