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Chatting with Your Attack Paths: An MCP for BloodHound

ID: a2219e38-1c2c-5a87-a92b-f362164030cf

STIX ID: report--a2219e38-1c2c-5a87-a92b-f362164030cf

Feed Name: SpecterOps Blog

Date Published: 2025-06-04

Date Updated: 2026-04-30

Author: Matthew Nickerson

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A technical blog detailing the creation of a FastMCP-based MCP server that enables LLMs (e.g., Claude) to interact with BloodHound CE via its API, covering HMAC authentication, modular API clients (users, computers, groups, graph, Cypher), tool/resource design for reliable Cypher generation, and prompt engineering; it demonstrates how natural-language workflows can surface AD attack paths and security insights, notes data-sharing caveats with Claude Desktop, and outlines plans for local LLM support.

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