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"Understanding Code Execution in Programming" matching MCP servers:

  • MCP Code Sanitizer

    notasandy
    A
    license
    A
    quality
    D
    maintenance
    Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and security issues in your code. Supports analyze, compare versions, explain code, generate tests, and HTML reports.
    7
    2
    MIT

  • 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.
    11
    MIT

  • vaporcheck

    cdmx-in
    A
    license
    A
    quality
    B
    maintenance
    Blocks AI coding assistants from installing non-existent packages and accessing non-existent files.
    1
    Apache 2.0

  • Secure Code Review MCP Server

    Balakonda-reddy
    F
    license
    -
    quality
    C
    maintenance
    Local MCP server that scans code for security issues (secrets, dependencies, configurations, risky patterns) and integrates with GitHub Copilot in VS Code for automated pre-commit reviews.

  • built-in-authorization-server

    rinormaloku
    F
    license
    -
    quality
    C
    maintenance
    An MCP authorization server implementing OAuth2/OIDC flows, supporting dynamic client registration, PKCE, consent screens, and client ID metadata documents for MCP authorization.

  • codesafer

    goldmembrane
    A
    license
    A
    quality
    C
    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.
    6
    35
    1
    MIT

  • Bug Bounty Assistant MCP

    rohitprasad-code
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides passive and low-impact active reconnaissance tools for authorized bug bounty and security assessments, enabling LLMs to perform structured recon and generate reports.
    11
    Apache 2.0

  • 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.
    5
    1

  • authentik-mcp

    cdmx-in
    A
    license
    -
    quality
    D
    maintenance
    Authentik MCP provides seamless integration with Authentik's API, supporting both full-featured and diagnostic modes. These enable secure, automated user, group, and system management through MCP-compatible tools.
    17
    MIT

  • VaultBridge

    Code-for-100k
    A
    license
    -
    quality
    C
    maintenance
    Secret management MCP server for AI coding agents that prevents secrets from entering the LLM context window by returning metadata only and using side-channel injection. Integrates with Bitwarden and offers hooks for auto-capture and leak prevention.
    1
    MIT

  • SIFTGuard

    sodiq-code
    A
    license
    -
    quality
    B
    maintenance
    Enables autonomous digital forensics and incident response by wrapping SIFT Workstation tools as MCP tools and orchestrating a multi-agent AI pipeline for evidence analysis and remediation planning.
    2
    MIT