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LinkingMem is a graph-native RAG engine that combines vector search, graph traversal, and LLM reasoning in one pipeline. It supports OpenAI-compatible model backends and a pluggable HTTP or Unix-socket interface for custom embedding, extraction, or generation services.
Batcheet is a trust-graph product that helps you find warm introductions through your extended network. It supports searches by skill or role, network broadcasts, and live activity signals around jobs and other shared interests.
Well connects business tools, bank data, and documents into one structured context graph for teams and AI assistants. It supports capture, OCR extraction, reconciliation, enrichment, and MCP-based querying.
Brief is a product context platform that captures decisions from existing tools and makes them available to teams and AI coding agents. It helps product teams preserve rationale, align engineering work, and move from rough ideas to specs and tickets.
Pathrule routes a team’s rules, decisions, conventions, memories, and skills into AI coding assistants like Claude Code, Cursor, Codex, Windsurf, and GitHub Copilot. It scopes that context to the files being worked on and offers a free Solo plan plus paid team and enterprise options.
PlatformPilot is a company knowledge platform that connects tools, cloud environments, and MCP-compatible agents into a shared memory system. It helps teams search past work, surface patterns, and turn company knowledge into actions.
Spectron is a provenance-first memory and knowledge layer for AI agents, built on SurrealDB. It is in early preview and uses a waitlist for access, with managed deployment available through SurrealDB Cloud.
Whisper is an infrastructure intelligence platform that helps security teams investigate IPs, domains, ASNs, and related infrastructure from a live graph. It supports direct API access, native integrations, and MCP connections for AI agents.
Highlyt is a PDF highlighter and knowledge-organizing app that turns reading notes into AI-readable context. It supports semantic colors, linked ideas, search, and MCP access for Claude and ChatGPT.
NodeDB is a universal database engine that combines relational, vector, graph, document, columnar, and scientific array data in one Rust binary. It claims PostgreSQL client compatibility and shows a GraphRAG-style workflow that fuses vector search with graph expansion in a single query.
Rowboat ist eine Desktop-App, die Ihre Arbeit in einen „living knowledge graph“ verwandelt und damit Aufgaben auf Ihrem Computer unterstützt.
garden-md is an open-source Node.js CLI that turns meeting transcripts into a local company wiki. It links entities across transcripts, keeps the original text intact, and renders the result as a browsable wiki.
Pensieve is a business-aware AI workspace that connects company tools and builds a shared context layer for AI agents. It helps teams work with their own data in existing AI tools, briefs, and scheduled monitoring workflows.
UseAgents is a real-time MCP registry that lets AI agents query structured tool data instead of scraping docs. It helps tool creators publish current usage details and helps agent builders choose and use tools with up-to-date context.
ByteRover is a local-first memory layer for AI agents that persists structured context across sessions and tools. It helps individuals and teams store markdown-backed knowledge, retrieve it reliably, and optionally sync it to cloud or enterprise workflows.
ByteRover is a local-first memory layer for AI agents that stores structured knowledge in Markdown-based trees and can sync to cloud when needed. It supports bring-your-own-model setups and offers Free, Pro, Team, and Enterprise plans.
Mindspase is a web-based knowledge organizer for saving links, organizing them into Spaces, and rediscovering content with AI-assisted workflows. It also supports collaboration, bookmark import, and customizable viewing modes.
HelixDB is a native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows. It also publishes cloud and enterprise pricing for its Helix Cloud deployment model.
CRML is an open-source declarative language for cyber risk modeling. It helps teams define, validate, and exchange quantified risk models in YAML or JSON, with support for different simulation engines.
Polyvia AI ist ein visueller Wissensindex, der für Agenten und MCPs entwickelt wurde und visuelles Datenverständnis sowie strukturierte Informationsgewinnung aus Visuals ermöglicht.