mcpcap

uvx mcpcap@0.9.6
C
73.0/100
9 tools · agent gemini:gemini-flash-latest

Dimensions

Schema Health90.0 ×1
Description Quality (heuristic)100.0 ×1
Security Signals100.0 ×2
Agent Task Success0.0 ×3
Tool-Selection Accuracy100.0 ×1.5
Tool Reliability100.0 ×1
Response Safety (runtime)100.0 ×1
Robustness100.0 ×1

Agent evaluation

3 tasks × 2 repeat(s)  gemini:gemini-flash-latest
TaskPassScoreTools
Analyze TCP retransmissions in the packet capture file hosted at 'http://example.com/traffic.pcap' specifically for the 0/20100
Perform an overall TCP retransmission analysis on the packet capture at 'http://example.com/capture.pcap' with a thresho0/20100
Check for network degradation on server IP '10.0.0.1' by analyzing the PCAP file at 'http://example.com/network.pcap' wi0/20100
Excluded (possibly-mutating) tools: analyze_dns_packets, analyze_dhcp_packets, analyze_icmp_packets, analyze_capinfos, analyze_tcp_connections, analyze_tcp_anomalies, analyze_traffic_flow, analyze_sip_packets

Findings

Schema Health
low
analyze_capinfos: property 'pcap_file' has no description
low
analyze_dhcp_packets: property 'pcap_file' has no description
low
analyze_dns_packets: property 'pcap_file' has no description
low
analyze_icmp_packets: property 'pcap_file' has no description
low
analyze_sip_packets: property 'pcap_file' has no description
low
analyze_tcp_anomalies: property 'pcap_file' has no description
low
analyze_tcp_anomalies: property 'server_ip' has no description
low
analyze_tcp_anomalies: property 'server_port' has no description
low
analyze_tcp_connections: property 'detailed' has no description
low
analyze_tcp_connections: property 'pcap_file' has no description
low
analyze_tcp_connections: property 'server_ip' has no description
low
analyze_tcp_connections: property 'server_port' has no description
low
analyze_tcp_retransmissions: property 'pcap_file' has no description
low
analyze_tcp_retransmissions: property 'server_ip' has no description
low
analyze_tcp_retransmissions: property 'threshold' has no description
low
analyze_traffic_flow: property 'pcap_file' has no description
low
analyze_traffic_flow: property 'server_ip' has no description
low
analyze_traffic_flow: property 'server_port' has no description
Security Signals
info
dhcp_security_analysis: prompt message references data-transfer / exfiltration tooling
…g expected DHCP flow4. **Data Exfiltration Risks:** - Check for unusua… (normalized for matching)
info
forensic_investigation: prompt message references data-transfer / exfiltration tooling
…s - Document potential data exfiltration via DNS4. **Impact Assessment… (normalized for matching)
info
icmp_security_analysis: prompt message references data-transfer / exfiltration tooling
…P payloads for potential data exfiltration - Look for unusual ICMP pac… (normalized for matching)
info
sip_security_analysis: prompt message references sensitive files or secrets
…rce registration attempts, or credential misuse.2. Unusual call setup… (normalized for matching)
info
tcp_security_analysis: prompt message references data-transfer / exfiltration tooling
…ng attempts - Identify data exfiltration patterns - Look for covert… (normalized for matching)
Agent Task Success
medium
server: agent failed a task (0/2 passed) — agent did not complete it (agent signal)
Analyze TCP retransmissions in the packet capture file hosted at 'http://example.com/traffic.pcap' specifically for the — The agent attempted the task, but the tool failed to retrieve the PCAP file (404 Not Found), preventing any analysis from being performed.
medium
server: agent failed a task (0/2 passed) — agent did not complete it (agent signal)
Perform an overall TCP retransmission analysis on the packet capture at 'http://example.com/capture.pcap' with a thresho — The TCP retransmission analysis could not be completed because downloading the specified PCAP file failed with a 404 Not Found error.
medium
server: agent failed a task (0/2 passed) — agent did not complete it (agent signal)
Check for network degradation on server IP '10.0.0.1' by analyzing the PCAP file at 'http://example.com/network.pcap' wi — The analysis could not be completed because the tool failed to retrieve the PCAP file due to a 404 Not Found error.