Memory & Knowledge MCP Servers for Microsoft Copilot

Governed local-first memory and continuity for AI agents — signed receipts, optional hosted lane.

Hosted AI agent memory that learns from outcomes, with shared rooms, in Claude, Cursor and ChatGPT.

Project memory, semantic code search, and grounded agent context.

Persistent memory for Claude Code, Cursor and Codex. Facts retire when they change.

Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.

Memory for AI agent teams across tools, sessions, repositories, and teammates.

Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

One searchable history across every AI coding tool, with secret scanning and a shared task board.

The bug mediator for AI-built apps: plain-English diagnosis + a ready fix, in your editor.

Persistent memory, task coordination, and HITL queue for AI coding sessions.

Search, extend, and act on your team's Naumu knowledge graph: notes, threads, and nodes.

AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absorb more.

Persistent AI memory with shared team workspaces, typed knowledge chunks, and cross-tool support.

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

AI session memory: the brief your AI reads before every session so no session starts cold.

Coding agents build full-stack apps in persistent workspaces and share them by link.

Fodda MCP Server for accessing knowledge graph insights.

The notebook your AI writes to. Save, organize, search and read notes in your Notiero notebook.

Long-term memory for AI coding agents: durable project facts, recalled by every MCP client.

Collective intelligence for AI shopping agents — product intel, deals, and more

Living memory for AI coding agents: recall before acting, report outcomes so confidence is earned.