"Security vulnerabilities and risks in MCP Server execution methods" matching MCP servers:

• methods-mcp

  webwebb56

  A

  license

  -

  quality

  C

  maintenance

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

  Apache 2.0
• 

  execution-run-mcpofficial

  execution-run

  A

  license

  A

  quality

  -

  maintenance

  Enables AI agents to interact with the Execute.run bot API for managing Shell balances, transferring funds, and executing LLM requests. It provides tools for identity verification, transaction tracking, and performing compute tasks through the Execute.run platform.

  Last updated 2026-02-06

  6

• Brain Execution Server

  MikeyBeez

  F

  license

  -

  quality

  D

  maintenance

  A queue-based execution server that monitors a command queue and executes shell commands or Python scripts, moving completed or failed jobs to respective directories.

  Last updated 2025-07-26

• MCP Server Code Execution Mode

  elusznik

  A

  license

  A

  quality

  D

  maintenance

  Executes Python code in isolated rootless containers while proxying MCP server tools, reducing context overhead by 95%+ and enabling complex multi-tool workflows through sandboxed code execution.

  Last updated 2025-12-05

  1

  334

  GPL 3.0

• Cluster Execution MCP Server

  marc-shade

  A

  license

  A

  quality

  C

  maintenance

  Enables cluster-aware command execution and automatic task routing across distributed nodes based on system load, architecture, and OS requirements. It supports parallel execution, remote node management via SSH, and dynamic load balancing for agentic workflows.

  Last updated 2026-02-22

  4

  MIT
• 

  RAD Securityofficial

  rad-security

  A

  license

  C

  quality

  A

  maintenance

  CP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.

  Last updated 2026-04-21

  65

  117

  6

  MIT

• In Memoria

  pi22by7

  A

  license

  -

  quality

  D

  maintenance

  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 2025-12-23

  67

  169

  MIT

• execution-proofs

  zaxardery8011-design

  A

  license

  -

  quality

  C

  maintenance

  Verifies AI agent completion claims by checking that claimed output files exist and are fresh, acting as a lightweight physical telemetry gate.

  Last updated 2026-06-12

  MIT

• trust-security

  Jaden-JJH

  A

  license

  -

  quality

  A

  maintenance

  Detect live website vulnerabilities and security flaws in GitHub repositories using automated DAST and SAST scanning. Safeguard applications by identifying exposed secrets, insecure dependencies, and common code patterns prone to exploitation. Receive structured fix plans with precise code remediation steps to resolve identified risks and improve security posture.

  Last updated 2026-05-05

  2

  MIT

• Code Execution MCP

  marc-shade

  F

  license

  -

  quality

  C

  maintenance

  Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

  Last updated 2026-02-22

• Execution System MCP Server

  elinsky

  F

  license

  -

  quality

  F

  maintenance

  Enables AI-native task and project management through natural language conversation with Claude, eliminating app-switching by letting you add actions, manage projects across multiple areas of focus, and maintain a GTD-style execution system directly in chat.

  Last updated 2025-11-16

  1

• amazon-in-mcp

  justadityaraj

  A

  license

  A

  quality

  A

  maintenance

  MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

  Last updated 2026-05-24

  48

  3

  23

  1

  MIT

• security-framework-mcp

  zer0-kr

  A

  license

  A

  quality

  B

  maintenance

  Unified MCP server integrating NIST and OWASP security frameworks with live vulnerability data, enabling security searches, compliance mapping, threat modeling, and checklist generation.

  Last updated 2026-04-26

  41

  11

  MIT

• MCP Security Scanner

  JMitac

  A

  license

  A

  quality

  D

  maintenance

  Enables comprehensive security scanning of code projects, detecting vulnerabilities in dependencies, code patterns (XSS, eval, etc.), and exposed secrets, with detailed reports in Spanish prioritized by severity.

  Last updated 2025-12-09

  4

  3

  MIT

• Security-Use MCP Server

  security-use

  A

  license

  A

  quality

  F

  maintenance

  Enables AI assistants to scan project dependencies and Infrastructure as Code files for security vulnerabilities and misconfigurations. It also provides automated fixing capabilities to remediate identified security issues.

  Last updated 2026-03-01

  18

  3

  MIT
• 

  Beagle Security MCP Serverofficial

  beaglesecurity

  A

  license

  B

  quality

  D

  maintenance

  Enables integration with Beagle Security API for managing security testing projects, applications, domain verification, and automated penetration tests. Provides 18 tools for creating, monitoring, and retrieving results from security assessments.

  Last updated 2025-07-09

  17

  1

  MIT

• Train in Silence

  hlpun

  A

  license

  B

  quality

  C

  maintenance

  Enables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.

  Last updated 2026-05-08

  7

  100

  MIT

• MCP Security Audit Server

  qianniuspace

  A

  license

  B

  quality

  D

  maintenance

  Audits npm package dependencies for security vulnerabilities, providing detailed reports and fix recommendations with MCP integration.

  Last updated 2025-07-18

  1

  59

  53

  MIT

• All-in-MCP

  isomoes

  A

  license

  C

  quality

  B

  maintenance

  Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

  Last updated 2026-02-07

  7

  2

  MIT

• Security Scanner MCP Server

  rupeedev

  A

  license

  -

  quality

  D

  maintenance

  Enables comprehensive security scanning of code repositories to detect secrets, vulnerabilities, dependency issues, and configuration problems. Provides real-time security checks and best practice recommendations to help developers identify and prevent security issues.

  Last updated 2025-08-07

  20

  2

  MIT