drio
Open app

CodeSynapse

Source

An MCP (Model Context Protocol) server that integrates with the Language Server Protocol (LSP) to expose rich semantic information from codebases to an LLM code agent.

Catalog onlyCatalog onlySTDIO

Overview

CodeSynapse is an MCP (Model Context Protocol) server that integrates with the Language Server Protocol (LSP) to expose rich semantic information from codebases to an LLM code agent.

To use CodeSynapse, set up the server with the appropriate language servers for your codebase, and then query the server to retrieve semantic context for your programming tasks.

  • Supports multiple programming languages through a configuration registry. - Provides a unified interface for querying semantic context. - Integrates seamlessly with LLM code agents.
  1. Enhancing code completion and suggestions in IDEs.
  2. Enabling intelligent code analysis and refactoring tools.
  3. Assisting in automated code reviews and documentation generation.

Add to your AI client

Use these steps to connect CodeSynapse in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "codesynapse-poytr1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-codesynapse-poytr1"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "codesynapse-poytr1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-codesynapse-poytr1"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "codesynapse-poytr1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-codesynapse-poytr1"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "codesynapse-poytr1": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-codesynapse-poytr1"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "codesynapse-poytr1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-codesynapse-poytr1"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "codesynapse-poytr1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-codesynapse-poytr1"
      ]
    }
  }
}

FAQ

What programming languages does CodeSynapse support?

CodeSynapse supports multiple languages, including Python and TypeScript, through its configuration registry.

Is CodeSynapse open-source?

Yes! CodeSynapse is available on GitHub for public use and contributions.

How does CodeSynapse improve LLM code agents?

By providing rich semantic information, CodeSynapse enhances the ability of LLM code agents to understand and generate code effectively.

Developer tools