fingerprint_tool_metadata

shallow

io.github.maco144/nullcone · Verify this server

Analyze an MCP tool definition for instruction-injection and malicious patterns. Performs semantic fingerprinting of the tool's description, parameter schemas, and error templates — detecting credential exfiltration vectors, C2 callbacks, base64 payloads, authority spoofing, and injection phrase patterns. Also checks the tool hash against the SKILL IOC feed and the description against the PROMPT IOC feed for known-malicious matches. If track=True (default), the tool definition is compared against a stored baseline and semantic drift is detected on subsequent calls for the same tool. Args: tool_def: MCP tool definition dict. Expected keys: name, description, inputSchema (optional), annotations (optional). registry: Registry this tool came from ("mcp.so", "clawhub", "smithery", "npm", "pypi", "github", or "unknown"). track: If True, maintain baseline and detect drift across calls. Returns: tool_name: Tool name tool_hash: SHA256 of canonical tool definition risk: "clean" | "low" | "suspicious" | "malicious" risk_score: 0.0–1.0 should_block: True if risk == malicious should_warn: True if risk >= suspicious signals: List of detected signals with field, pattern, excerpt prompt_ioc_matched: True if description matched PROMPT IOC feed skill_ioc_matched: True if tool hash matched SKILL IOC feed latency_ms: Analysis latency drift: Drift result (if track=True and tool was seen before)

100.0/100

1 trials · measured 8 days ago

fingerprint_tool_metadata scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.maco144/nullcone, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
unreachable
Category
Travel & local
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: fingerprint_tool_metadata
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fingerprint_tool_metadata — Vouch