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[beta] Use Semgrep in LLMs using MCP framework

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[beta] Semgrep MCP Server

MCP Server for using Semgrep to scan code

MCP is like LSP or unix pipes but for LLMs and AI Agents and coding tools such as Cursor.

Features

This MCP Server provides a comprehensive interface to Semgrep through the Model Context Protocol, offering the following tools:

Scanning Code

  • semgrep_scan: Scan code snippets for security vulnerabilities
  • scan_directory: Perform Semgrep scan on a directory

Customization

  • list_rules: List available Semgrep rules with optional language filtering
  • create_rule: Create custom Semgrep rules

Results

  • analyze_results: Analyze scan results including severity counts and top affected files
  • filter_results: Filter scan results by severity, rule ID, file path, etc.
  • export_results: Export scan results in various formats (JSON, SARIF, text)
  • compare_results: Compare two scan results to identify new and fixed issues

Installation

  1. Install uv using their installation instructions

  2. Ensure you have Python 3.13+ installed

  3. Clone this repository

  4. Install Semgrep (additional methods):

    pip install semgrep

Docker

docker build -t mcp-server .

Usage

Docker

docker run -p 8000:8000 mcp-server

CLI

uv run mcp run server.py

Additional info on the python mcp sdk

Creating your own client

from mcp.client import Client

client = Client()
client.connect("localhost:8000")

# Scan code for security issues
results = client.call_tool("semgrep_scan", {
    "code": "def get_user(user_id):\n    return User.objects.get(id=user_id)",
    "language": "python"
})

Cursor Plugin

  1. Go to Cursor > Settings > Cursor Settings
  2. Choose the MCP tab
  3. Click "Add new MCP server"
  4. Name: Semgrep, Type: sse, Server URL: http://127.0.0.1:8000/sse
  5. Ensure the MCP server is enabled

cursor MCP settings

You can also set it up by adding this to ~/.cursor/mcp.json

{
  "mcpServers": {
    "Semgrep": {
      "url": "http://localhost:8000/sse"
    }
  }
}

Advanced Usage

The server supports advanced Semgrep functionality:

# Scan an entire directory
results = client.call_tool("scan_directory", {
    "path": "/path/to/code",
    "config": "p/security-audit"
})

# Filter results by severity
filtered = client.call_tool("filter_results", {
    "results_file": "/path/to/results.json",
    "severity": "ERROR"
})

Developlment

Running the Development Server

Start the MCP server in development mode:

uv run mcp dev server.py

By default, the server runs on http://localhost:3000 with the inspector server on http://localhost:5173.

Note: When opening the inspector sever, add query parameters to the url to increase the default timeout of the server from 10s

http://localhost:5173/?timeout=300000

Community & Related Projects

This project builds upon and is inspired by several awesome community projects:

Core Technologies 🛠️

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Community Projects 🌟