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"Python code quality improvement and codebase diagram generation tools" matching MCP servers:

  • Cymulate MCP Tools

    lyonzin
    A
    license
    C
    quality
    C
    maintenance
    Community MCP server for the Cymulate security validation platform. It exposes the full Cymulate REST API (337 endpoints) as 106 semantic tools for BAS, exposure validation, attack surface management, and platform administration.
    100
    MIT

  • Kali Tools MCP Server

    Xc1Ym
    A
    license
    -
    quality
    D
    maintenance
    Integrates 7 security tools (nmap, nuclei, dirsearch, sqlmap, hydra, Acunetix, Metasploit) via MCP protocol for AI-assisted penetration testing with enterprise-grade safety features.
    1
    MIT

  • Pentest Tools MCP Server

    ch1nhpd
    F
    license
    -
    quality
    F
    maintenance
    An MCP server that integrates various penetration testing tools, enabling security professionals to perform reconnaissance, vulnerability scanning, and API testing through natural language commands in compatible LLM clients like Claude Desktop.
    7

  • kali-tools-mcp

    M-Samuel
    F
    license
    -
    quality
    B
    maintenance
    Exposes a hardened Docker container with Kali Linux security tools (nmap, sqlmap, dig, whois, etc.) as MCP tools, enabling network reconnaissance, web analysis, and vulnerability scanning through natural language commands.

  • security-tools

    yeodh10
    F
    license
    -
    quality
    B
    maintenance
    Provides security tools (prompt injection detection, CVE lookup, version impact assessment) for MCP clients like Claude.

  • 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

  • ACA PoC MCP Tools Server

    anasmithdell
    F
    license
    -
    quality
    C
    maintenance
    Enables AI agents to generate audit reports and query financial ledger data via MCP. This demo version contains intentional security vulnerabilities for security testing and should not be used in production.

  • MCP Security Tools Suite

    Ap6pack
    -
    license
    -
    quality
    -
    maintenance
    Enables ethical security testing and attack surface management through SSL certificate validation, CVE queries, subdomain enumeration, security header analysis, and comprehensive reconnaissance capabilities. Designed for authorized penetration testing workflows with responsible disclosure practices.

  • GhostMap v2

    Samir12218415
    F
    license
    -
    quality
    B
    maintenance
    Exposes AI-augmented network reconnaissance and evasion capabilities as callable FastMCP tools, enabling natural language orchestration of host discovery, service fingerprinting, CVE mapping, and attack chain synthesis.
    1

  • Exploit Intel Platform MCP

    OyaAIProd
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search and analyze vulnerabilities and exploits from multiple intelligence sources, including NVD, CISA KEV, ExploitDB, Metasploit, and more, with tools for CVE research, exploit analysis, and report generation.
    17
    MIT

  • vibecheck

    ArisRhiannon
    A
    license
    A
    quality
    B
    maintenance
    Agent-native "safe to ship?" security gate for AI-generated code. Uses real parsers and inter-rocedural taint analysis (JS/TS, Python, Go) to flag the classes AI coding agents get wrong — secrets, SQL injection, SS, SSRF, path traversal, command injection, weak JWT/CORS — and ranks findings by confidence. Exposes a scan tool over MCP.
    1
    6
    2
    MIT

  • Bug Bounty MCP Server

    R-s0n
    A
    license
    A
    quality
    F
    maintenance
    Provides Claude Code with access to a comprehensive bug bounty knowledge base including techniques, payloads, wordlists, and real-world reports through 14 tools for searching, retrieving payloads, and assessing report quality.
    14
    16
    GPL 3.0

  • MoonMCP

    Moonwuk
    A
    license
    A
    quality
    B
    maintenance
    A scope-aware bug-bounty & reconnaissance MCP server that works out of the box on the Python standard library and augments itself with your favourite CLI tools when they're present.
    22
    MIT

  • tasie-mcp

    rajdeepkulkarni
    A
    license
    A
    quality
    C
    maintenance
    MCP server exposing TASIE's autonomous SAST, live exploit, and human-gated remediation as tools, enabling ChatGPT clients to scan code, dependencies, and frameworks and receive proof-carrying fixes.
    6
    MIT