Cursor10X
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.
What is Cursor10X?
Cursor10X is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to cursor10x mcp is a persistent multi-dimensional memory system for cursor that enhances ai assistants with conversation context, project history, and code relationships across sessions.
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- The Cursor10x MCP is a persistent multi-dimensional memory s
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx cursor10xConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use Cursor10X
Cursor10x (now called DevContext) is a persistent multi-dimensional memory system for AI coding assistants that stores and retrieves conversation context, project history, and code relationships across sessions using a Turso database backend. It implements four memory tiers — short-term, long-term, episodic, and semantic vector-based — so AI assistants remember what was discussed, what decisions were made, and how different parts of a codebase relate to each other. Developers use it to prevent AI assistants from 'forgetting' context between chat sessions and to build up a searchable knowledge base about their projects over time.
Prerequisites
- Node.js 18 or later
- A free Turso account and the Turso CLI installed (curl -sSfL https://get.turso.tech/install.sh | bash)
- Turso database created and credentials (TURSO_DATABASE_URL and TURSO_AUTH_TOKEN) retrieved
- Cursor IDE or another MCP-compatible client
- npm or npx available in your PATH
Install Turso CLI and authenticate
Install the Turso CLI, log in to your account, and create a new database for Cursor10x to use as its persistent memory store.
curl -sSfL https://get.turso.tech/install.sh | bash
turso auth login
turso db create cursor10x-mcpRetrieve Turso database credentials
Get the database URL and generate an authentication token. These will be passed to the MCP server as environment variables.
turso db show cursor10x-mcp --url
turso db tokens create cursor10x-mcpConfigure Cursor MCP settings
Create or update the .cursor/mcp.json file in your home directory with the cursor10x-mcp server configuration and your Turso credentials.
Add the MCP server configuration
Add the cursor10x-mcp entry to your Cursor MCP configuration file with the database URL and auth token from step 2.
Restart Cursor IDE
After saving the configuration, restart Cursor to load the new MCP server. The server will initialize the database schema on first run.
Verify with a health check
Ask Cursor's AI to call the checkHealth tool to confirm the memory system is connected and all tables are initialized.
Cursor10X Examples
Client configuration
Cursor MCP configuration file (.cursor/mcp.json) for the Cursor10x persistent memory server.
{
"mcpServers": {
"cursor10x-mcp": {
"command": "npx",
"args": ["cursor10x-mcp"],
"enabled": true,
"env": {
"TURSO_DATABASE_URL": "libsql://cursor10x-mcp-your-org.turso.io",
"TURSO_AUTH_TOKEN": "your-turso-auth-token"
}
}
}
}Prompts to try
Use the memory tools to maintain context across Cursor sessions and build project knowledge.
- "Initialize our conversation and retrieve any relevant context about the authentication module."
- "We just finished implementing JWT authentication. End this conversation and record it as a milestone."
- "What do you remember about the decisions we made regarding the database schema last week?"
- "Search my project memory for any notes about performance optimizations."
- "Store this architectural decision: we chose PostgreSQL over MongoDB for ACID compliance."Troubleshooting Cursor10X
TURSO_DATABASE_URL or TURSO_AUTH_TOKEN not recognized, server fails to start
Ensure both environment variables are set in the 'env' block of your .cursor/mcp.json file. Run 'turso db show cursor10x-mcp --url' and 'turso db tokens create cursor10x-mcp' again to regenerate correct values if needed.
Memory tools work but context is not persisting between sessions
You must explicitly call mcp_cursor10x_initConversation at the start of each session and mcp_cursor10x_endConversation at the end. Persistence only occurs when these lifecycle tools are used — passive context is not saved automatically.
Vector search (manageVector) returns no results
Vector embeddings must be stored before they can be searched. Use mcp_cursor10x_manageVector with operation 'store' to index content first, then use operation 'search' with a compatible vector. Ensure the embedding dimensions match what was used during storage.
Frequently Asked Questions about Cursor10X
What is Cursor10X?
Cursor10X is a Model Context Protocol (MCP) server that cursor10x mcp is a persistent multi-dimensional memory system for cursor that enhances ai assistants with conversation context, project history, and code relationships across sessions. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Cursor10X?
Follow the installation instructions on the Cursor10X GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Cursor10X?
Cursor10X works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Cursor10X free to use?
Yes, Cursor10X is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
Cursor10X Alternatives — Similar Knowledge & Memory Servers
Looking for alternatives to Cursor10X? Here are other popular knowledge & memory servers you can use with Claude, Cursor, and VS Code.
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