Storage, memory and knowledge management for agents.
Six-layer agent memory for the DeepSeek Harness: identity / behavior / cognitive / information / experience / skill layers plus working memory, backed by per-workspace SQLite (FTS5 + vector) with behavior-rule enforcement, LLM consolidation, skill & exper
Shared team memory for AI coding agents — MCP server and CLI for persistent, queryable knowledge across sessions and teammates
Powerful Cross-IDE Context Sharing via MCP. Persistently sync AI memories and chat sessions between Cursor, VS Code, and more.
MCP server for Microsoft Outlook email and calendar
Vitest harness and matchers for testing MCP (Model Context Protocol) servers — connect over an in-memory transport and assert on tools, resources, prompts, and results.
A cognitive layer for Cursor's AI agent: lossless token savings via a content-addressed evidence store, plus verifiable semantic memory, project world model and skill runbooks. Fully local, zero telemetry. | 给 Cursor agent 的认知层：内容寻址证据库无损省 token；可验证语义记忆、项目
Harness the true power of agentic coding. Stop re-explaining context to your AI. Just Avvarre it: persistent memory, 650+ style rules, and self-correcting autopilot loops for autonomous agents.
InstantPRD CLI — hand an InstantPRD plan to your AI coding agent: pull the next task, start it, complete it with evidence.
Model Context Protocol (MCP 2026) Server with Tasks Extension for MemoryAI
Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.
Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.
Gives your AI agent memory of your professional network, from your LinkedIn data.
Read-only audit evidence for security, tests, native coverage, runtime failures and repair status.
Memory for a Claude Code agent that survives the session: five tools, a markdown vault, all local.
Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.
Jira/Confluence MCP server (MCP 2026-07-28): sprints, boards, attachments; writes or read-only
Resolve metabolite, lipid, protein, gene and lab names to knowledge-graph IDs.
Multi-agent shared brain across Claude, Codex, Antigravity, Gemini, Copilot, and VS Code.
Autonomous AI development system with persistent task queue and background execution
Agent long-term memory with search, recording, and hot injection for AI coding agents