Your AI agents are powerful but forgetful. VaultSage gives them persistent, searchable, shareable memory across every tool and every session.
VaultSage MCP is an MCP server for teams and developers who want AI agent memory, document-grounded answers, cross-tool context, and a reusable knowledge layer for Cursor, Claude Desktop, Windsurf, and custom agents.
Every session starts from zero. Every tool is isolated. Knowledge explained once is forgotten the next time you open your editor.
Conversations disappear when sessions end. Context is lost between windows.
Knowledge in Cursor is invisible to Claude. Slack bots start from scratch.
Team members repeat the same context to their individual AI tools.
AI agents can't search, read, or reason over your actual documents.
Works with Cursor, Claude Desktop, Windsurf, and any custom agent.
Every output below was captured from a real VaultSage vault with 332 files.
From individual developers to enterprise teams, VaultSage MCP scales with your needs.
Solo developer · Multiple AI tools · Architecture docs & API specs in VaultSage
Store your architecture docs, coding standards, and API specs once. Every new Cursor session, every Claude Desktop brainstorm, every Windsurf window can instantly recall this knowledge without re-uploading or re-explaining.
Product team · Cursor + Claude + Slack · VaultSage as the shared data bus
One agent searches VaultSage for a project spec. Another summarizes it. A third creates a share link and posts it to Slack. All from a single user prompt.
Organization · Onboarding docs + process guides · Any MCP-compatible client
Upload onboarding docs, process guides, and domain expertise. Every team member's AI agent can search and chat over the collective knowledge. New hires get answers grounded in real company documents.
| Capability | Without VaultSage | With VaultSage MCP |
|---|---|---|
| Memory across sessions | Lost when session ends | Persistent in your vault |
| Cross-tool context | Re-explain everything | Same knowledge, any tool |
| File-grounded AI | Generic responses | Answers from your docs |
| Knowledge sharing | Manual copy-paste | One-click share links via AI |
| Search | Filename only | Full-text + semantic + AI descriptions |
| Conversation continuity | Starts fresh each time | Resume with chat_id |
| Setup effort | N/A | 30 seconds, one token |
VaultSage MCP is the foundation for a new paradigm in AI agent architecture.
Agent A stores research. Agent B writes the report. Agent C reviews it. All through VaultSage as shared memory.
Same vault accessible from Cursor, Claude, Windsurf, Slack bots, and any custom MCP client simultaneously.
Agents automatically file meeting transcripts, code review decisions, and research findings into your vault.
Map relationships between projects, decisions, and people. Build a living organizational brain.
Every new MCP client is another access point. Every new MCP server adds capability. VaultSage sits at the center.
30-second setup. One token. Works everywhere. No SDKs, no API keys, no code changes to your AI tools.
Short, direct answers for search engines, AI overviews, and LLM-powered assistants.
VaultSage MCP is a Model Context Protocol server that gives AI agents persistent memory. It connects tools like Cursor and Claude Desktop to a shared knowledge vault so they can search files, answer questions from documents, and continue context across sessions.
It is for developers, AI power users, teams, and companies that want their AI tools to remember project knowledge, work from real documents, and share context across editors, chat tools, and agents.
Cloud storage stores files, but VaultSage MCP makes those files usable by AI. It adds full-text retrieval, file-grounded chat, conversation continuity, share links, and cross-tool access for MCP-compatible clients.
VaultSage MCP supports file upload, search, directory browsing, dashboard metrics, share links, raw file retrieval, and grounded chat. Common workflows include coding assistance, research recall, onboarding, team knowledge reuse, and multi-agent coordination.
Sign in to get your MCP token. Paste it into Cursor or Claude Desktop. Done.
Connect your VaultSage account to get a token for your AI tools (Cursor, Claude Desktop, etc.).
Sign in with Google
After signing in, you'll get your real mcp_... token and a personalized config snippet.
list_directories)search_files)get_dashboard)This token never changes. If compromised, click "Regenerate" below.
list_directories)search_files)find_files)get_dashboard)chat with contextual_file_ids)create_share_link)Tip: runtime calls use a VaultSage personal API key. If access stops working because that key was revoked, re-login here to mint a new one. Your MCP token stays the same unless you regenerate it.