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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 team rules, decisions, conventions, memories, and skills into AI coding assistants like Claude Code, Cursor, Codex, Windsurf, and GitHub Copilot.
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 is a desktop app that turns your work into a living knowledge graph and uses it as context to complete tasks on your computer.
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 stores markdown-backed knowledge across sessions, with optional cloud sync.
ByteRover is a local-first memory layer for AI agents, with Markdown trees, cloud sync, and bring-your-own-model support.
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 is a Visual Knowledge Index designed for agents and MCPs, enabling visual data reasoning and structured extraction of information from visuals.
Liminary is an AI-powered knowledge workspace that saves information from web pages, PDFs, videos, emails, AI chats, and local files, then surfaces relevant context when you need it. It is built for knowledge workers who need research, fact-checking, and project memory to carry across deliverables.
澜舟科技提供面向企业的可信智能体平台，包含 LangClaw、澜舟智搭、澜舟智库和澜舟智会等产品，用于构建、执行和管理企业级 AI 应用。它适合希望把知识问答、流程自动化、会议分析和业务助手整合到同一体系中的企业。
Bito’s AI Architect adds shared system context to engineering workflows, using a knowledge graph built from code, tickets, docs, and related signals. It supports technical design, grounded code generation, code review, and ticket-driven planning across tools like Jira, Linear, Slack, and supported coding agents.