fingerprint_tool_metadata
shallowio.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)
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | 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
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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