MCP Test Framework Report

Generated: 2025-11-04T05:42:21.679Z Framework Version: 0.1.0

Executive Summary

Implementations Tested

6

Best Overall

Rust MCP Server

Average Pass Rate

68.4%

Best Performers by Category

Compliance: FastMCP Server
Performance: Rust MCP Server
Reliability: Rust MCP Server
Security: TypeScript MCP Server

Comparison Matrix

ImplementationRankCompliancePerformanceReliabilitySecurityOverall
Python MCP Server612.536.137.520.026.5
MCP Framework Server512.550.037.520.030.0
XMCP Server487.564.162.5100.078.5
TypeScript MCP Server387.568.762.5100.079.7
FastMCP Server2100.066.375.0100.085.3
Rust MCP Server1100.070.5100.0100.092.6

Performance Visualizations

Cold Start Time Comparison

02024056078101012TypeScript MCP Server: 521.00 ms521.0TypeScript MCP ServerFastMCP Server: 516.00 ms516.0FastMCP ServerXMCP Server: 519.00 ms519.0XMCP ServerMCP Framework Server: 508.00 ms508.0MCP Framework ServerRust MCP Server: 510.00 ms510.0Rust MCP ServerPython MCP Server: 1012.00 ms1012.0Python MCP Serverms

Response Time Latency

AverageP50P90P99031663194712621578Average - TypeScript MCP Server: 188.37 msP50 - TypeScript MCP Server: 2.00 msP90 - TypeScript MCP Server: 181.00 msP99 - TypeScript MCP Server: 1578.00 msTypeScript MCP ServerAverage - FastMCP Server: 186.55 msP50 - FastMCP Server: 2.20 msP90 - FastMCP Server: 178.00 msP99 - FastMCP Server: 1537.00 msFastMCP ServerAverage - XMCP Server: 192.44 msP50 - XMCP Server: 2.00 msP90 - XMCP Server: 199.00 msP99 - XMCP Server: 1556.00 msXMCP ServerAverage - MCP Framework Server: 44.00 msP50 - MCP Framework Server: 0.00 msP90 - MCP Framework Server: 308.00 msP99 - MCP Framework Server: 308.00 msMCP Framework ServerAverage - Rust MCP Server: 188.64 msP50 - Rust MCP Server: 5.20 msP90 - Rust MCP Server: 205.00 msP99 - Rust MCP Server: 1512.00 msRust MCP ServerAverage - Python MCP Server: 46.71 msP50 - Python MCP Server: 0.00 msP90 - Python MCP Server: 327.00 msP99 - Python MCP Server: 327.00 msPython MCP Serverms

Throughput Comparison

07141429214328573571TypeScript MCP Server: 1923.08 req/s1923.1TypeScript MCP ServerFastMCP Server: 1785.71 req/s1785.7FastMCP ServerXMCP Server: 1562.50 req/s1562.5XMCP ServerRust MCP Server: 3571.43 req/s3571.4Rust MCP Serverreq/s

Memory Usage

Peak Memory (MB)Average Memory (MB)02571012Peak Memory (MB) - TypeScript MCP Server: 7.21 MBAverage Memory (MB) - TypeScript MCP Server: 6.90 MBTypeScript MCP ServerPeak Memory (MB) - FastMCP Server: 7.60 MBAverage Memory (MB) - FastMCP Server: 7.40 MBFastMCP ServerPeak Memory (MB) - XMCP Server: 7.69 MBAverage Memory (MB) - XMCP Server: 7.51 MBXMCP ServerPeak Memory (MB) - Rust MCP Server: 12.36 MBAverage Memory (MB) - Rust MCP Server: 11.65 MBRust MCP ServerMB

Detailed Test Results

TypeScript MCP Server

Version
0.1.0
Language
TypeScript
Total Tests
38
Pass Rate
89.5%

Test Results

Initialize/Initialized Handshake Sequence PASS
Category: compliance | Execution Time: 3ms
JSON-RPC 2.0 Message Format PASS
Category: compliance | Execution Time: 2ms
Resource URI Format (context://conversation/{id}) FAIL
Category: compliance | Execution Time: 2ms
Resource List Response Format PASS
Category: compliance | Execution Time: 2ms
Resource Read Response Format PASS
Category: compliance | Execution Time: 4ms
Tool List Response Format PASS
Category: compliance | Execution Time: 2ms
Tool Call Request/Response Format PASS
Category: compliance | Execution Time: 1ms
Prompt List Response Format PASS
Category: compliance | Execution Time: 1ms
Cold Start Time Measurement PASS
Category: performance | Execution Time: 2ms
Resource Retrieval Latency PASS
Category: performance | Execution Time: 10ms
Tool Invocation Performance PASS
Category: performance | Execution Time: 4ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 5ms
Concurrent Request Performance PASS
Category: performance | Execution Time: 18ms
Memory Usage Tracking PASS
Category: performance | Execution Time: 7ms
Throughput Measurement PASS
Category: performance | Execution Time: 26ms
Malformed JSON Request Handling PASS
Category: reliability | Execution Time: 310ms
Invalid Parameter Handling FAIL
Category: reliability | Execution Time: 2ms
Expected JSON-RPC error but request succeeded
Non-existent Resource Handling FAIL
Category: reliability | Execution Time: 2ms
Expected error for non-existent resource but got success with content
Server Recovery After Errors PASS
Category: reliability | Execution Time: 3ms
Data Persistence Across Restart PASS
Category: reliability | Execution Time: 3556ms
Concurrent Request Handling PASS
Category: reliability | Execution Time: 28ms
Resource Cleanup After Operations FAIL
Category: reliability | Execution Time: 2ms
Expected error did not occur
Timeout Handling for Long Operations PASS
Category: reliability | Execution Time: 3ms
Input Sanitization for Conversation IDs PASS
Category: security | Execution Time: 6ms
SQL Injection Patterns in IDs PASS
Category: security | Execution Time: 4ms
Script Injection in Content PASS
Category: security | Execution Time: 4ms
Path Traversal Patterns in URIs PASS
Category: security | Execution Time: 4ms
Authentication/Authorization Validation PASS
Category: security | Execution Time: 2ms
Oversized Payload Handling PASS
Category: security | Execution Time: 1516ms
Rapid Request Burst - Small (50 requests) PASS
Category: security | Execution Time: 21ms
Rapid Request Burst - Medium (100 requests) PASS
Category: security | Execution Time: 28ms
Rate Limiting Validation PASS
Category: security | Execution Time: 11ms
Sustained Load Test PASS
Category: security | Execution Time: 10010ms
LLM Context Retrieval PASS
Category: performance | Execution Time: 385ms
LLM Save Tool Invocation PASS
Category: performance | Execution Time: 164ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 770ms
LLM Context Delivery Scaling PASS
Category: performance | Execution Time: 1805ms
Memory Usage During LLM Switching PASS
Category: performance | Execution Time: 1578ms

FastMCP Server

Version
0.1.0
Language
TypeScript
Total Tests
38
Pass Rate
94.7%

Test Results

Initialize/Initialized Handshake Sequence PASS
Category: compliance | Execution Time: 4ms
JSON-RPC 2.0 Message Format PASS
Category: compliance | Execution Time: 1ms
Resource URI Format (context://conversation/{id}) PASS
Category: compliance | Execution Time: 2ms
Resource List Response Format PASS
Category: compliance | Execution Time: 1ms
Resource Read Response Format PASS
Category: compliance | Execution Time: 1ms
Tool List Response Format PASS
Category: compliance | Execution Time: 33ms
Tool Call Request/Response Format PASS
Category: compliance | Execution Time: 2ms
Prompt List Response Format PASS
Category: compliance | Execution Time: 1ms
Cold Start Time Measurement PASS
Category: performance | Execution Time: 2ms
Resource Retrieval Latency PASS
Category: performance | Execution Time: 14ms
Tool Invocation Performance PASS
Category: performance | Execution Time: 11ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 8ms
Concurrent Request Performance PASS
Category: performance | Execution Time: 21ms
Memory Usage Tracking PASS
Category: performance | Execution Time: 18ms
Throughput Measurement PASS
Category: performance | Execution Time: 30ms
Malformed JSON Request Handling PASS
Category: reliability | Execution Time: 306ms
Invalid Parameter Handling PASS
Category: reliability | Execution Time: 3ms
Non-existent Resource Handling FAIL
Category: reliability | Execution Time: 2ms
Expected error for non-existent resource but got success with content
Server Recovery After Errors PASS
Category: reliability | Execution Time: 3ms
Data Persistence Across Restart PASS
Category: reliability | Execution Time: 3548ms
Concurrent Request Handling PASS
Category: reliability | Execution Time: 30ms
Resource Cleanup After Operations FAIL
Category: reliability | Execution Time: 28ms
Expected error did not occur
Timeout Handling for Long Operations PASS
Category: reliability | Execution Time: 4ms
Input Sanitization for Conversation IDs PASS
Category: security | Execution Time: 6ms
SQL Injection Patterns in IDs PASS
Category: security | Execution Time: 4ms
Script Injection in Content PASS
Category: security | Execution Time: 4ms
Path Traversal Patterns in URIs PASS
Category: security | Execution Time: 3ms
Authentication/Authorization Validation PASS
Category: security | Execution Time: 2ms
Oversized Payload Handling PASS
Category: security | Execution Time: 92ms
Rapid Request Burst - Small (50 requests) PASS
Category: security | Execution Time: 23ms
Rapid Request Burst - Medium (100 requests) PASS
Category: security | Execution Time: 51ms
Rate Limiting Validation PASS
Category: security | Execution Time: 38ms
Sustained Load Test PASS
Category: security | Execution Time: 10091ms
LLM Context Retrieval PASS
Category: performance | Execution Time: 358ms
LLM Save Tool Invocation PASS
Category: performance | Execution Time: 178ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 832ms
LLM Context Delivery Scaling PASS
Category: performance | Execution Time: 1786ms
Memory Usage During LLM Switching PASS
Category: performance | Execution Time: 1537ms

XMCP Server

Version
0.1.0
Language
TypeScript
Total Tests
38
Pass Rate
89.5%

Test Results

Initialize/Initialized Handshake Sequence PASS
Category: compliance | Execution Time: 3ms
JSON-RPC 2.0 Message Format PASS
Category: compliance | Execution Time: 1ms
Resource URI Format (context://conversation/{id}) FAIL
Category: compliance | Execution Time: 1ms
Resource List Response Format PASS
Category: compliance | Execution Time: 1ms
Resource Read Response Format PASS
Category: compliance | Execution Time: 3ms
Tool List Response Format PASS
Category: compliance | Execution Time: 1ms
Tool Call Request/Response Format PASS
Category: compliance | Execution Time: 1ms
Prompt List Response Format PASS
Category: compliance | Execution Time: 1ms
Cold Start Time Measurement PASS
Category: performance | Execution Time: 2ms
Resource Retrieval Latency PASS
Category: performance | Execution Time: 10ms
Tool Invocation Performance PASS
Category: performance | Execution Time: 5ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 5ms
Concurrent Request Performance PASS
Category: performance | Execution Time: 21ms
Memory Usage Tracking PASS
Category: performance | Execution Time: 6ms
Throughput Measurement PASS
Category: performance | Execution Time: 33ms
Malformed JSON Request Handling PASS
Category: reliability | Execution Time: 314ms
Invalid Parameter Handling FAIL
Category: reliability | Execution Time: 3ms
Expected JSON-RPC error but request succeeded
Non-existent Resource Handling FAIL
Category: reliability | Execution Time: 1ms
Expected error for non-existent resource but got success with content
Server Recovery After Errors PASS
Category: reliability | Execution Time: 3ms
Data Persistence Across Restart PASS
Category: reliability | Execution Time: 3541ms
Concurrent Request Handling PASS
Category: reliability | Execution Time: 25ms
Resource Cleanup After Operations FAIL
Category: reliability | Execution Time: 2ms
Expected error did not occur
Timeout Handling for Long Operations PASS
Category: reliability | Execution Time: 2ms
Input Sanitization for Conversation IDs PASS
Category: security | Execution Time: 6ms
SQL Injection Patterns in IDs PASS
Category: security | Execution Time: 4ms
Script Injection in Content PASS
Category: security | Execution Time: 3ms
Path Traversal Patterns in URIs PASS
Category: security | Execution Time: 2ms
Authentication/Authorization Validation PASS
Category: security | Execution Time: 3ms
Oversized Payload Handling PASS
Category: security | Execution Time: 1529ms
Rapid Request Burst - Small (50 requests) PASS
Category: security | Execution Time: 21ms
Rapid Request Burst - Medium (100 requests) PASS
Category: security | Execution Time: 25ms
Rate Limiting Validation PASS
Category: security | Execution Time: 10ms
Sustained Load Test PASS
Category: security | Execution Time: 10013ms
LLM Context Retrieval PASS
Category: performance | Execution Time: 376ms
LLM Save Tool Invocation PASS
Category: performance | Execution Time: 199ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 796ms
LLM Context Delivery Scaling PASS
Category: performance | Execution Time: 1816ms
Memory Usage During LLM Switching PASS
Category: performance | Execution Time: 1556ms

MCP Framework Server

Version
0.1.0
Language
TypeScript
Total Tests
38
Pass Rate
18.4%

Test Results

Initialize/Initialized Handshake Sequence PASS
Category: compliance | Execution Time: 314ms
JSON-RPC 2.0 Message Format FAIL
Category: compliance | Execution Time: 309ms
Request failed after 3 attempts: HTTP 400: Bad Request
Resource URI Format (context://conversation/{id}) FAIL
Category: compliance | Execution Time: 305ms
Request failed after 3 attempts: HTTP 400: Bad Request
Resource List Response Format FAIL
Category: compliance | Execution Time: 311ms
Request failed after 3 attempts: HTTP 400: Bad Request
Resource Read Response Format FAIL
Category: compliance | Execution Time: 308ms
Request failed after 3 attempts: HTTP 400: Bad Request
Tool List Response Format FAIL
Category: compliance | Execution Time: 306ms
Request failed after 3 attempts: HTTP 400: Bad Request
Tool Call Request/Response Format FAIL
Category: compliance | Execution Time: 307ms
Request failed after 3 attempts: HTTP 400: Bad Request
Prompt List Response Format FAIL
Category: compliance | Execution Time: 309ms
Request failed after 3 attempts: HTTP 400: Bad Request
Cold Start Time Measurement PASS
Category: performance | Execution Time: 308ms
Resource Retrieval Latency FAIL
Category: performance | Execution Time: 924ms
Tool Invocation Performance FAIL
Category: performance | Execution Time: 306ms
No save conversation tool available for testing
LLM Switching Scenario FAIL
Category: performance | Execution Time: 307ms
Failed to save first conversation for LLM switching test
Concurrent Request Performance FAIL
Category: performance | Execution Time: 306ms
Failed to save conversation for concurrent request test
Memory Usage Tracking FAIL
Category: performance | Execution Time: 306ms
No save conversation tool available for testing
Throughput Measurement FAIL
Category: performance | Execution Time: 307ms
Failed to save conversation for throughput test
Malformed JSON Request Handling PASS
Category: reliability | Execution Time: 920ms
Invalid Parameter Handling PASS
Category: reliability | Execution Time: 920ms
Non-existent Resource Handling PASS
Category: reliability | Execution Time: 309ms
Server Recovery After Errors FAIL
Category: reliability | Execution Time: 612ms
Request failed after 3 attempts: HTTP 400: Bad Request
Data Persistence Across Restart FAIL
Category: reliability | Execution Time: 309ms
No save conversation tool available for persistence testing
Concurrent Request Handling FAIL
Category: reliability | Execution Time: 307ms
No save conversation tool available for concurrent testing
Resource Cleanup After Operations FAIL
Category: reliability | Execution Time: 306ms
Request failed after 3 attempts: HTTP 400: Bad Request
Timeout Handling for Long Operations FAIL
Category: reliability | Execution Time: 924ms
Request failed after 3 attempts: HTTP 400: Bad Request
Input Sanitization for Conversation IDs FAIL
Category: security | Execution Time: 2459ms
Request failed after 3 attempts: HTTP 400: Bad Request
SQL Injection Patterns in IDs FAIL
Category: security | Execution Time: 1844ms
Request failed after 3 attempts: HTTP 400: Bad Request
Script Injection in Content PASS
Category: security | Execution Time: 1841ms
Path Traversal Patterns in URIs FAIL
Category: security | Execution Time: 1845ms
Request failed after 3 attempts: HTTP 400: Bad Request
Authentication/Authorization Validation PASS
Category: security | Execution Time: 615ms
Oversized Payload Handling FAIL
Category: security | Execution Time: 305ms
Request failed after 3 attempts: HTTP 400: Bad Request
Rapid Request Burst - Small (50 requests) FAIL
Category: security | Execution Time: 307ms
Request failed after 3 attempts: HTTP 400: Bad Request
Rapid Request Burst - Medium (100 requests) FAIL
Category: security | Execution Time: 310ms
Request failed after 3 attempts: HTTP 400: Bad Request
Rate Limiting Validation FAIL
Category: security | Execution Time: 633ms
Request failed after 3 attempts: HTTP 400: Bad Request
Sustained Load Test FAIL
Category: security | Execution Time: 10438ms
Server failed responsiveness check: Request failed after 3 attempts: HTTP 400: Bad Request
LLM Context Retrieval FAIL
Category: performance | Execution Time: 496ms
No save conversation tool available
LLM Save Tool Invocation FAIL
Category: performance | Execution Time: 492ms
No save conversation tool available
LLM Switching Scenario FAIL
Category: performance | Execution Time: 457ms
No save conversation tool available
LLM Context Delivery Scaling FAIL
Category: performance | Execution Time: 505ms
No save conversation tool available
Memory Usage During LLM Switching FAIL
Category: performance | Execution Time: 461ms
No save conversation tool available

Rust MCP Server

Version
0.1.0
Language
Rust
Total Tests
38
Pass Rate
100.0%

Test Results

Initialize/Initialized Handshake Sequence PASS
Category: compliance | Execution Time: 0ms
JSON-RPC 2.0 Message Format PASS
Category: compliance | Execution Time: 4ms
Resource URI Format (context://conversation/{id}) PASS
Category: compliance | Execution Time: 6ms
Resource List Response Format PASS
Category: compliance | Execution Time: 4ms
Resource Read Response Format PASS
Category: compliance | Execution Time: 4ms
Tool List Response Format PASS
Category: compliance | Execution Time: 1ms
Tool Call Request/Response Format PASS
Category: compliance | Execution Time: 0ms
Prompt List Response Format PASS
Category: compliance | Execution Time: 0ms
Cold Start Time Measurement PASS
Category: performance | Execution Time: 1ms
Resource Retrieval Latency PASS
Category: performance | Execution Time: 11ms
Tool Invocation Performance PASS
Category: performance | Execution Time: 27ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 20ms
Concurrent Request Performance PASS
Category: performance | Execution Time: 13ms
Memory Usage Tracking PASS
Category: performance | Execution Time: 126ms
Throughput Measurement PASS
Category: performance | Execution Time: 17ms
Malformed JSON Request Handling PASS
Category: reliability | Execution Time: 303ms
Invalid Parameter Handling PASS
Category: reliability | Execution Time: 1ms
Non-existent Resource Handling PASS
Category: reliability | Execution Time: 1ms
Server Recovery After Errors PASS
Category: reliability | Execution Time: 4ms
Data Persistence Across Restart PASS
Category: reliability | Execution Time: 3521ms
Concurrent Request Handling PASS
Category: reliability | Execution Time: 17ms
Resource Cleanup After Operations PASS
Category: reliability | Execution Time: 4ms
Timeout Handling for Long Operations PASS
Category: reliability | Execution Time: 3ms
Input Sanitization for Conversation IDs PASS
Category: security | Execution Time: 5ms
SQL Injection Patterns in IDs PASS
Category: security | Execution Time: 5ms
Script Injection in Content PASS
Category: security | Execution Time: 2ms
Path Traversal Patterns in URIs PASS
Category: security | Execution Time: 2ms
Authentication/Authorization Validation PASS
Category: security | Execution Time: 2ms
Oversized Payload Handling PASS
Category: security | Execution Time: 1263ms
Rapid Request Burst - Small (50 requests) PASS
Category: security | Execution Time: 15ms
Rapid Request Burst - Medium (100 requests) PASS
Category: security | Execution Time: 28ms
Rate Limiting Validation PASS
Category: security | Execution Time: 3ms
Sustained Load Test PASS
Category: security | Execution Time: 10007ms
LLM Context Retrieval PASS
Category: performance | Execution Time: 339ms
LLM Save Tool Invocation PASS
Category: performance | Execution Time: 205ms
LLM Switching Scenario PASS
Category: performance | Execution Time: 834ms
LLM Context Delivery Scaling PASS
Category: performance | Execution Time: 1840ms
Memory Usage During LLM Switching PASS
Category: performance | Execution Time: 1512ms

Python MCP Server

Version
0.1.0
Language
Python
Total Tests
38
Pass Rate
18.4%

Test Results

Initialize/Initialized Handshake Sequence PASS
Category: compliance | Execution Time: 317ms
JSON-RPC 2.0 Message Format FAIL
Category: compliance | Execution Time: 319ms
Request failed after 3 attempts: HTTP 400: Bad Request
Resource URI Format (context://conversation/{id}) FAIL
Category: compliance | Execution Time: 311ms
Request failed after 3 attempts: HTTP 400: Bad Request
Resource List Response Format FAIL
Category: compliance | Execution Time: 315ms
Request failed after 3 attempts: HTTP 400: Bad Request
Resource Read Response Format FAIL
Category: compliance | Execution Time: 323ms
Request failed after 3 attempts: HTTP 400: Bad Request
Tool List Response Format FAIL
Category: compliance | Execution Time: 319ms
Request failed after 3 attempts: HTTP 400: Bad Request
Tool Call Request/Response Format FAIL
Category: compliance | Execution Time: 312ms
Request failed after 3 attempts: HTTP 400: Bad Request
Prompt List Response Format FAIL
Category: compliance | Execution Time: 322ms
Request failed after 3 attempts: HTTP 400: Bad Request
Cold Start Time Measurement PASS
Category: performance | Execution Time: 327ms
Resource Retrieval Latency FAIL
Category: performance | Execution Time: 958ms
Tool Invocation Performance FAIL
Category: performance | Execution Time: 316ms
No save conversation tool available for testing
LLM Switching Scenario FAIL
Category: performance | Execution Time: 315ms
Failed to save first conversation for LLM switching test
Concurrent Request Performance FAIL
Category: performance | Execution Time: 322ms
Failed to save conversation for concurrent request test
Memory Usage Tracking FAIL
Category: performance | Execution Time: 320ms
No save conversation tool available for testing
Throughput Measurement FAIL
Category: performance | Execution Time: 315ms
Failed to save conversation for throughput test
Malformed JSON Request Handling PASS
Category: reliability | Execution Time: 942ms
Invalid Parameter Handling PASS
Category: reliability | Execution Time: 954ms
Non-existent Resource Handling PASS
Category: reliability | Execution Time: 325ms
Server Recovery After Errors FAIL
Category: reliability | Execution Time: 633ms
Request failed after 3 attempts: HTTP 400: Bad Request
Data Persistence Across Restart FAIL
Category: reliability | Execution Time: 321ms
No save conversation tool available for persistence testing
Concurrent Request Handling FAIL
Category: reliability | Execution Time: 320ms
No save conversation tool available for concurrent testing
Resource Cleanup After Operations FAIL
Category: reliability | Execution Time: 313ms
Request failed after 3 attempts: HTTP 400: Bad Request
Timeout Handling for Long Operations FAIL
Category: reliability | Execution Time: 960ms
Request failed after 3 attempts: HTTP 400: Bad Request
Input Sanitization for Conversation IDs FAIL
Category: security | Execution Time: 2551ms
Request failed after 3 attempts: HTTP 400: Bad Request
SQL Injection Patterns in IDs FAIL
Category: security | Execution Time: 1913ms
Request failed after 3 attempts: HTTP 400: Bad Request
Script Injection in Content PASS
Category: security | Execution Time: 1903ms
Path Traversal Patterns in URIs FAIL
Category: security | Execution Time: 1910ms
Request failed after 3 attempts: HTTP 400: Bad Request
Authentication/Authorization Validation PASS
Category: security | Execution Time: 647ms
Oversized Payload Handling FAIL
Category: security | Execution Time: 315ms
Request failed after 3 attempts: HTTP 400: Bad Request
Rapid Request Burst - Small (50 requests) FAIL
Category: security | Execution Time: 324ms
Request failed after 3 attempts: HTTP 400: Bad Request
Rapid Request Burst - Medium (100 requests) FAIL
Category: security | Execution Time: 319ms
Request failed after 3 attempts: HTTP 400: Bad Request
Rate Limiting Validation FAIL
Category: security | Execution Time: 702ms
Request failed after 3 attempts: HTTP 400: Bad Request
Sustained Load Test FAIL
Category: security | Execution Time: 10488ms
Server failed responsiveness check: Request failed after 3 attempts: HTTP 400: Bad Request
LLM Context Retrieval FAIL
Category: performance | Execution Time: 520ms
No save conversation tool available
LLM Save Tool Invocation FAIL
Category: performance | Execution Time: 476ms
No save conversation tool available
LLM Switching Scenario FAIL
Category: performance | Execution Time: 501ms
No save conversation tool available
LLM Context Delivery Scaling FAIL
Category: performance | Execution Time: 502ms
No save conversation tool available
Memory Usage During LLM Switching FAIL
Category: performance | Execution Time: 509ms
No save conversation tool available