arthurpanhku/DocSentinel

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

How to use

Install

pip install -r requirements.txt

Tools exposed

• LLM_PROVIDER
• CHROMA_PERSIST_DIR
• PARSER_ENGINE
• ENABLE_GRAPH_RAG
• LANGGRAPH_CHECKPOINT_DIR
• SSDLC_DEFAULT_PHASES
• SSDLC_DEFAULT_STAGE
• MCP_DOCUMENT_ROOTS
• AGENT_GATEWAY_ENABLED
• AGENT_GATEWAY_TOKEN
• AGENT_GATEWAY_PUBLIC_URL
• AGENT_GATEWAY_ALLOWED_HOSTS
• AGENT_GATEWAY_ALLOWED_ORIGINS

Tested with

Claude Desktop, Cursor, ChatGPT

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.