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"How to run code using Claude Desktop" matching MCP servers:

  • Cloud Run MCP Server

    vishal84
    F
    license
    -
    quality
    D
    maintenance
    A secure MCP server example that demonstrates how to deploy to Google Cloud Run with authentication and identity token protection. Serves as a tutorial template for building production-ready MCP servers in the cloud.
    Last updated

  • code-security-mcp

    JasminGuberinic
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that exposes a 216-rule Kotlin/JVM security analyzer to AI coding agents, enabling real-time security scanning and secure pattern retrieval for frameworks like Spring and Ktor.
    Last updated
    3
    MIT

  • claude-secrets

    vaultry
    F
    license
    A
    quality
    D
    maintenance
    Encrypted token store for Claude Code sessions, providing MCP tools for secure secret management with macOS Keychain integration, per-project allowlists, and native dialog input.
    Last updated
    6
    13
    6

  • Code Firewall MCP

    egoughnour
    A
    license
    A
    quality
    C
    maintenance
    A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.
    Last updated
    11
    MIT

  • QAE-Claude-mcp-example

    tb8412
    A
    license
    A
    quality
    D
    maintenance
    Deterministic pre-execution safety certification for autonomous AI agents. Evaluates proposed actions across scope, reversibility, and sensitivity constraints — returns Certified, Warning, Escalate, or Blocked decisions with cryptographic audit trails. 3 tools: certify_action, check_budget, get_certification_history. Built on the QAE Safety Kernel (Rust + PyO3 bindings, pip install qae-safety).
    Last updated
    3
    1
    Apache 2.0

  • codesafer

    goldmembrane
    A
    license
    A
    quality
    B
    maintenance
    CodeSafer is an MCP server that scans AI-generated code for 9 categories of hidden security threats — including invisible Unicode, Trojan Source, homoglyphs, and rules file backdoors — using static analysis plus CodeBERT deep learning. Runs locally, free tier available.
    Last updated
    6
    62
    1
    MIT

  • Python Code Review MCP Agent

    JJJHoons
    F
    license
    B
    quality
    C
    maintenance
    Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.
    Last updated
    5
    1

  • Claude Auto-Approve MCP

    wallneradam
    A
    license
    -
    quality
    F
    maintenance
    Automatically approves or blocks specified MCP tool calls in Claude Desktop by injecting JavaScript that restores granular per-chat approval control. Provides configurable permanent approvals while maintaining security through per-server tool whitelists and blacklists.
    Last updated
    29
    MIT