Claude와 Cursor AI 간 업무 컨텍스트 공유를 위한 MCP 서버 - 통신 안정성 개선 및 로그 최적화
If you want an AI assistant working directly with Work Memory MCP, the work memory mcp mcp server is the bridge. Claude와 Cursor AI 간 업무 컨텍스트 공유를 위한 MCP 서버 - 통신 안정성 개선 및 로그 최적화.
An integrated MCP (Model Context Protocol) server for managing work memories and sharing context between AI tools.
Once connected, the assistant can call these 4 tools directly:
Persistence — While AI conversations disappear when sessions end, important work content and deliverables should be permanently preserved. Work Memory MCP safely stores allConsistency — You can share the same work context even when using multiple AI tools. Work started in Claude Desktop can be continued in Cursor AI or referenced from otherEfficiency — There's no need to repeatedly explain already solved problems or organized information. Through an advanced search system, you can quickly find and reuse pastOrganization — Rather than randomly scattered information, you can build a systematically organized knowledge base by project, importance level, and tags. Session-basedSetup follows the standard MCP pattern: clone or install the server, then register it in your client's configuration file and restart the client. The configuration snippets on this page cover Claude Desktop, Claude Code and Cursor.
The server reads 2 environment variables: WORK_MEMORY_DIR, LOG_LEVEL. Keep credentials in your client's env block or a secrets manager rather than committing them.
Database servers turn schema archaeology and ad-hoc reporting into conversation, which is why they tend to be the second or third server people install. Work Memory MCP sits in that group, and the shape of its toolset — Persistence, Consistency, Efficiency among others — tells you what it is really for. Worth comparing against the other databases servers in this directory before you commit to one, since several overlap in scope but differ sharply in setup cost and permissions.
| Tool | What it does |
|---|---|
| Persistence | While AI conversations disappear when sessions end, important work content and deliverables should be permanently preserved. Work Memory MCP safely stores all important work memories in a SQLite database, making them acc |
| Consistency | You can share the same work context even when using multiple AI tools. Work started in Claude Desktop can be continued in Cursor AI or referenced from other tools, providing a consistent work environment. |
| Efficiency | There's no need to repeatedly explain already solved problems or organized information. Through an advanced search system, you can quickly find and reuse past work content, significantly improving work efficiency. |
| Organization | Rather than randomly scattered information, you can build a systematically organized knowledge base by project, importance level, and tags. Session-based management clearly separates and manages the context of each proje |
{
"mcpServers": {
"work-memory": {
"command": "node",
"args": ["/PATH/work-memory/dist/index.js"],
"env": {
"WORK_MEMORY_DIR": "/PATH/work-memory/data/",
"LOG_LEVEL": "WARN",
"NODE_ENV": "production"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| WORK_MEMORY_DIR | Filesystem location the server is allowed to use. | Optional |
| LOG_LEVEL | Configuration value read at startup. | Optional |
Read-only SQL access to Postgres — let your assistant inspect schemas and answer questions from real data.
Manage your whole Supabase project in conversation — database, auth, storage, Edge Functions and branches.
Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.
Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.
Serverless Postgres with database branching — point your assistant at Neon and let it work on disposable copies.