Skip to main content
Glama
mastyf-ai

mastyf-ai

Official

run_protocol_fuzzer

Fuzz MCP protocol to identify vulnerabilities in AI infrastructure against malformed JSON-RPC, overflow, and injection attacks.

Instructions

Run MCP protocol fuzzer — test defenses against malformed JSON-RPC, overflow, injection

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description bears full responsibility for behavioral disclosure. It states 'test defenses' but does not explain what the tool actually does—e.g., whether it sends fuzzed payloads, what side effects may occur (e.g., service disruption), or if authentication is required. With zero annotations, critical behavioral traits are missing.

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

Conciseness4/5

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

The description is a single, front-loaded sentence with no wasted words. However, it is extremely brief and could expand on key behavioral aspects without losing conciseness. It earns a 4 for efficiency but lacks completeness.

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

Completeness2/5

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

Given that this is a security testing tool with no output schema and no annotations, the description is insufficiently complete. It does not describe what the output looks like (e.g., a report of vulnerabilities found, success/failure status) or how to interpret results. An agent would lack context to use the tool effectively.

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

Parameters4/5

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

The input schema has zero parameters, so schema_description_coverage is trivially 100%. The description adds no parameter meaning because there are no parameters. Per the scoring guidelines, baseline is 4 for 0 parameters.

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?

Description clearly states the tool runs a protocol fuzzer to test defenses against malformed JSON-RPC, overflow, and injection. The verb 'Run' and specific resource 'MCP protocol fuzzer' with explicit attack types provide strong purpose clarity. It distinguishes from siblings like 'scan_prompt_injection' or 'scan_security' by focusing on protocol-level fuzzing.

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

Usage Guidelines2/5

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

No explicit when-to-use or when-not-to-use guidance is provided. The description implies usage for testing defenses, but it does not differentiate from alternative tools like 'scan_security' or 'prompt_injection_report'. Without context on prerequisites or exclusion criteria, an agent lacks guidance on selecting this tool over others.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/mastyf-ai/mastyf.ai'

If you have feedback or need assistance with the MCP directory API, please join our Discord server