Memory & Knowledge MCP Servers for Windsurf (legacy)

Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

Segment a knowledge note for indexing.

One memory for you and your AI agents, shared by ChatGPT, Claude, Gemini, Grok, Codex and Cursor.

Shared memory for teams and their AI agents: Markdown concepts with typed links in shared bundles.

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

Cited, versioned knowledge for agents: retrieve sourced passages and propose owner-approved fixes.

Governed, auditable knowledge your team curates for its AI assistants, self-hostable

Your AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.

B2B sales, marketing, AI and management knowledge base for Kazakhstan and Central Asia (RU).

Search, read and query large folders of Markdown notes (200,000+). Optional, reversible edits.

Team knowledge from 20 connectors, served to any MCP agent — classified, scored, access-controlled.

Create and search memories in your personal life constellation, UluP Life.

Search your AI chat history (ChatGPT, Claude, Codex) from any MCP client. Remote, private, read-only

You are ephemeral; this remembers. Persist watch_id+key; poll later for what you missed.

User-authorized access to a LuckMeAI life book, journal, memories, relationships, and charts.

Connect agents to Lycatra knowledge, memory, collaboration, schedules, notifications, and teams.

Private memory, documents, voice and a local LLM for your agents, served by a Mac app on-device.

Local-first persistent memory for coding agents and MCP clients.

Persistent agent memory paid per call via x402 USDC. Your wallet is your private memory namespace.

Hosted MCP memory for coding agents: persistent across sessions, editable markdown, team sharing.

Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control