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arthurpanhku/DocSentinel

by Various

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations

A

MCP

arthurpanhku/DocSentinel

Added 1 June 2026

#ai-agent #compliance #document-parsing #fastapi #llm #mcp #ollama #openai

Overview

DocSentinel is an MCP server that enables AI agents to automate cybersecurity document assessment. It parses multiple document formats, builds a RAG knowledge base, and identifies risks, compliance gaps, and remediations.

Best for

Best for
Security teams automating document review workflows

Use cases

  • Automate security questionnaire reviews
  • Extract compliance gaps from policy documents
  • Generate remediation recommendations from audit reports

Notes

DocSentinel is an MCP server that enables AI agents to automate cybersecurity document assessment. It parses multiple document formats, builds a RAG knowledge base, and identifies risks, compliance gaps, and remediations.

90 stars on GitHub. Last updated 2026-05-28. Licensed MIT.

Use cases

  • Automate security questionnaire reviews
  • Extract compliance gaps from policy documents
  • Generate remediation recommendations from audit reports

Pros

  • Multi-format document parsing
  • Integrates with AI agents via MCP protocol
  • Open source with Python codebase

Cons

  • Limited community adoption (90 stars)
  • Requires setup of MCP-compatible AI agent
  • RAG knowledge base may need tuning for domain-specific documents

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Multi-format document parsing
  • Integrates with AI agents via MCP protocol
  • Open source with Python codebase

Cons

  • Limited community adoption (90 stars)
  • Requires setup of MCP-compatible AI agent
  • RAG knowledge base may need tuning for domain-specific documents

Pairs with

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