Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Prompt Store MCPsearch for my prompts about code reviews"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
@mhoshdev/prompt-store-mcp
A local-only MCP (Model Context Protocol) server for managing AI prompts with SQLite storage. Designed for individual developers to organize prompts without complex web services.
โจ Why Use This?
Your personal prompt library - Store, search, and reuse prompts across all your AI tools.
Simple & focused - Just prompts, nothing more. No cloud, no accounts, no complexity.
Works everywhere - Same prompts available in Claude, Cursor, Windsurf, any MCP client.
100% local - All data stays on your machine in SQLite. Your prompts, your control.
Fast search - Find prompts by keyword or filter by tags instantly.
Easy setup - One npx command, no install needed.
๐ฆ Installation
No installation needed. Just use npx:
npx -y @mhoshdev/prompt-store-mcp@latestNote: Requires Node.js 20+.
โ๏ธ MCP Client Configuration
Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": {
"prompt-store": {
"command": "npx",
"args": ["-y", "@mhoshdev/prompt-store-mcp@latest"]
}
}
}Cursor IDE
Add to your Cursor MCP settings:
{
"mcpServers": {
"prompt-store": {
"command": "npx",
"args": ["-y", "@mhoshdev/prompt-store-mcp@latest"]
}
}
}Windsurf
Add to your Windsurf MCP configuration:
{
"mcpServers": {
"prompt-store": {
"command": "npx",
"args": ["-y", "@mhoshdev/prompt-store-mcp@latest"]
}
}
}For CLI access (e.g.,
--reset):npx -y @mhoshdev/prompt-store-mcp@latest --reset
CLI Options
# Start MCP server (default)
npx -y @mhoshdev/prompt-store-mcp@latest
# Reset database (clear all data, keep schema)
npx -y @mhoshdev/prompt-store-mcp@latest --reset๐ ๏ธ Available Tools
Tool | Description |
| Store a new prompt with optional tags |
| List prompts with pagination |
| Retrieve full prompt by ID |
| Update prompt title, content, and tags |
| Permanently remove a prompt |
| Search by keyword in title/content |
| Filter prompts by tags (OR logic) |
| List all tags with prompt counts |
๐ก Example Usage
Store a Prompt
Use add_prompt with:
- title: "Code Review Assistant"
- content: "You are a senior code reviewer. Analyze code for bugs, security issues, and suggest improvements."
- tags: ["coding", "review"]Search Prompts
Use search_prompts with:
- query: "review"Filter by Tags
Use filter_by_tags with:
- tags: ["coding", "review"]๐พ Data Storage
Location:
~/.prompt-store/prompts.dbFormat: SQLite database
Permissions: User-only read/write (600)
๐ง Development
# Install dependencies
pnpm install
# Build
pnpm build
# Run tests
pnpm test
# Type check
pnpm typecheck๐ Troubleshooting
Server won't start
Ensure Node.js v20+ is installed:
node --versionCheck database directory permissions:
ls -la ~/.prompt-storeView error logs: errors output to stderr
Database corruption
Backup:
cp ~/.prompt-store/prompts.db ~/.prompt-store/prompts.db.backupReset:
npx -y @mhoshdev/prompt-store-mcp@latest --resetRe-add prompts
MCP client can't connect
Verify MCP client configuration path is correct
Restart MCP client after configuration changes
Ensure
npx -y @mhoshdev/prompt-store-mcp@latestruns successfully in terminal
License
MIT