EMGENA AI LABS • BENCHMARK SCORECARD

Agent Self-Correction – Hallucinated Function Name Auto-Adapter MCP • FAANG v2.5 Gold Standard • Live Execution Report

100.0%

Fine-Tuned Guard Pass Rate

35.0%

Baseline Zero-Shot Pass Rate

0.03 ms

Average AST Inspection Latency

100.0%

AST Invariance Guarantee

#	Incident ID	Title	AST Tool Scope	Latency	Live Test Result
01	`agent_function_name_auto_adapter_inc_001`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 1)	`match_fuzzy_tool_registry_names`	0.14 ms	PASSED
02	`agent_function_name_auto_adapter_inc_002`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 1)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED
03	`agent_function_name_auto_adapter_inc_003`	Static Tool Manifest Missing Newly Mounted Dynamic MCP Tools (Variant 1)	`enforce_tool_manifest_discovery`	0.03 ms	PASSED
04	`agent_function_name_auto_adapter_inc_004`	Uncaught NoSuchToolException Crashing Multi-Agent Swarm (Variant 1)	`synthesize_dynamic_dispatch_proxy`	0.05 ms	PASSED
05	`agent_function_name_auto_adapter_inc_005`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 2)	`match_fuzzy_tool_registry_names`	0.03 ms	PASSED
06	`agent_function_name_auto_adapter_inc_006`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 2)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED
07	`agent_function_name_auto_adapter_inc_007`	Static Tool Manifest Missing Newly Mounted Dynamic MCP Tools (Variant 2)	`enforce_tool_manifest_discovery`	0.04 ms	PASSED
08	`agent_function_name_auto_adapter_inc_008`	Uncaught NoSuchToolException Crashing Multi-Agent Swarm (Variant 2)	`synthesize_dynamic_dispatch_proxy`	0.05 ms	PASSED
09	`agent_function_name_auto_adapter_inc_009`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 3)	`match_fuzzy_tool_registry_names`	0.04 ms	PASSED
10	`agent_function_name_auto_adapter_inc_010`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 3)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED
11	`agent_function_name_auto_adapter_inc_011`	Static Tool Manifest Missing Newly Mounted Dynamic MCP Tools (Variant 3)	`enforce_tool_manifest_discovery`	0.03 ms	PASSED
12	`agent_function_name_auto_adapter_inc_012`	Uncaught NoSuchToolException Crashing Multi-Agent Swarm (Variant 3)	`synthesize_dynamic_dispatch_proxy`	0.03 ms	PASSED
13	`agent_function_name_auto_adapter_inc_013`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 4)	`match_fuzzy_tool_registry_names`	0.03 ms	PASSED
14	`agent_function_name_auto_adapter_inc_014`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 4)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED
15	`agent_function_name_auto_adapter_inc_015`	Static Tool Manifest Missing Newly Mounted Dynamic MCP Tools (Variant 4)	`enforce_tool_manifest_discovery`	0.02 ms	PASSED
16	`agent_function_name_auto_adapter_inc_016`	Uncaught NoSuchToolException Crashing Multi-Agent Swarm (Variant 4)	`synthesize_dynamic_dispatch_proxy`	0.03 ms	PASSED
17	`agent_function_name_auto_adapter_inc_017`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 5)	`match_fuzzy_tool_registry_names`	0.03 ms	PASSED
18	`agent_function_name_auto_adapter_inc_018`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 5)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED
19	`agent_function_name_auto_adapter_inc_019`	Static Tool Manifest Missing Newly Mounted Dynamic MCP Tools (Variant 5)	`enforce_tool_manifest_discovery`	0.02 ms	PASSED
20	`agent_function_name_auto_adapter_inc_020`	Uncaught NoSuchToolException Crashing Multi-Agent Swarm (Variant 5)	`synthesize_dynamic_dispatch_proxy`	0.03 ms	PASSED
21	`agent_function_name_auto_adapter_inc_021`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 6)	`match_fuzzy_tool_registry_names`	0.03 ms	PASSED
22	`agent_function_name_auto_adapter_inc_022`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 6)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED
23	`agent_function_name_auto_adapter_inc_023`	Static Tool Manifest Missing Newly Mounted Dynamic MCP Tools (Variant 6)	`enforce_tool_manifest_discovery`	0.02 ms	PASSED
24	`agent_function_name_auto_adapter_inc_024`	Uncaught NoSuchToolException Crashing Multi-Agent Swarm (Variant 6)	`synthesize_dynamic_dispatch_proxy`	0.03 ms	PASSED
25	`agent_function_name_auto_adapter_inc_025`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 7)	`match_fuzzy_tool_registry_names`	0.03 ms	PASSED
26	`agent_function_name_auto_adapter_inc_026`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 7)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED
27	`agent_function_name_auto_adapter_inc_027`	Static Tool Manifest Missing Newly Mounted Dynamic MCP Tools (Variant 7)	`enforce_tool_manifest_discovery`	0.02 ms	PASSED
28	`agent_function_name_auto_adapter_inc_028`	Uncaught NoSuchToolException Crashing Multi-Agent Swarm (Variant 7)	`synthesize_dynamic_dispatch_proxy`	0.03 ms	PASSED
29	`agent_function_name_auto_adapter_inc_029`	Hallucinated Function Name Direct Registry Lookup Failure (Variant 8)	`match_fuzzy_tool_registry_names`	0.03 ms	PASSED
30	`agent_function_name_auto_adapter_inc_030`	Calling Deprecated Tool Identifier Causing Silent Failures (Variant 8)	`adapt_deprecated_tool_identifiers`	0.03 ms	PASSED