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DansPK

Kali MCP

by DansPK

volatility

Analyze RAM dumps to recover running processes, network connections, and injected code. Use memory forensics plugins to identify malware artifacts and anomalies.

Instructions

Memory forensics framework for analyzing RAM dumps. Extracts running processes, network connections, loaded DLLs, registry hives, injected code, and malware artifacts from memory images. Requires a memory profile matching the source OS version. Output: structured forensic data — process trees, network sockets, registry keys, or flagged anomalies.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
optsNoAdditional volatility options (e.g. '-p PID' to filter by process ID)
imageYesPath to memory dump file (.raw, .vmem, .mem)
pluginYesPlugin to run (e.g. pslist, pstree, netscan, malfind, cmdscan, hivelist, timeliner)
profileNoMemory profile matching the OS (e.g. 'Win7SP1x64', 'Win10x64_19041', 'Win2016x64')

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It discloses the requirement for a profile and the structured output format, which is useful. However, it does not explicitly state that the tool is read-only (non-destructive) or mention potential operational requirements like elevated privileges or performance implications. These gaps leave the agent with incomplete safety information.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is three sentences with no fluff. It front-loads the core purpose, states the key requirement, and summarizes the output format. Every sentence earns its place, making it easy to scan and digest for an agent.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 4 parameters, no output schema, and no annotations, the description covers the essential aspects: what it does, the profile requirement, and the nature of outputs. It lacks details on operational edge cases (e.g., handling of malformed images, root privileges), but given the complexity and the read-only nature implied by the tool's purpose, it is reasonably complete for an agent to select and invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so all parameters are already documented with examples and descriptions. The description adds the note that a profile must match the OS version, reinforcing the 'profile' parameter, and gives example plugins that align with the schema. Since the schema already provides the necessary semantics, the description adds only marginal value, meriting the baseline score of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it is a memory forensics framework for analyzing RAM dumps, explicitly listing what it extracts (running processes, network connections, DLLs, etc.). This distinguishes it from sibling tools that are network scanners, exploit frameworks, or password crackers, so an agent can immediately identify it as the memory-analysis tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description notes that a matching memory profile is required, which is a key usage prerequisite. While it doesn't explicitly say when not to use it or name alternatives, the unique domain (memory forensics) among siblings makes the use case obvious. It could be improved by stating it's for offline analysis of memory dumps, but the context is strong.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.