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emgena_mcp_headless_php_rest_memory_jail_teaser

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for Headless CMS & Decoupled APIs.
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Die vollständige Version enthält 500 AST-geprüfte Trajektorien, 30 Produktions-Incidents, den Zero-Dependency MCP Server (server.py), DPO-Präferenzpaare und BGB/EU AI Act Compliance.

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🛡️ MCP Quickstart (Free Community Edition)

# In Cursor oder Claude Desktop einbinden
python server_free.py

Verifiziert von Emgena AI Labs.

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1.13 MB

id stringlengths 50 50	incident_id stringlengths 48 48	domain stringclasses 1 value	messages listlengths 5 5
emgena_mcp_headless_php_rest_memory_jail_traj_0000	emgena_mcp_headless_php_rest_memory_jail_inc_001	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0001	emgena_mcp_headless_php_rest_memory_jail_inc_002	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0002	emgena_mcp_headless_php_rest_memory_jail_inc_003	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0003	emgena_mcp_headless_php_rest_memory_jail_inc_004	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0004	emgena_mcp_headless_php_rest_memory_jail_inc_005	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0005	emgena_mcp_headless_php_rest_memory_jail_inc_006	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0006	emgena_mcp_headless_php_rest_memory_jail_inc_007	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0007	emgena_mcp_headless_php_rest_memory_jail_inc_008	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0008	emgena_mcp_headless_php_rest_memory_jail_inc_009	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0009	emgena_mcp_headless_php_rest_memory_jail_inc_010	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0010	emgena_mcp_headless_php_rest_memory_jail_inc_011	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0011	emgena_mcp_headless_php_rest_memory_jail_inc_012	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0012	emgena_mcp_headless_php_rest_memory_jail_inc_013	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0013	emgena_mcp_headless_php_rest_memory_jail_inc_014	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0014	emgena_mcp_headless_php_rest_memory_jail_inc_015	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0015	emgena_mcp_headless_php_rest_memory_jail_inc_016	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0016	emgena_mcp_headless_php_rest_memory_jail_inc_017	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0017	emgena_mcp_headless_php_rest_memory_jail_inc_018	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0018	emgena_mcp_headless_php_rest_memory_jail_inc_019	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0019	emgena_mcp_headless_php_rest_memory_jail_inc_020	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0020	emgena_mcp_headless_php_rest_memory_jail_inc_021	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0021	emgena_mcp_headless_php_rest_memory_jail_inc_022	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0022	emgena_mcp_headless_php_rest_memory_jail_inc_023	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0023	emgena_mcp_headless_php_rest_memory_jail_inc_024	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0024	emgena_mcp_headless_php_rest_memory_jail_inc_025	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0025	emgena_mcp_headless_php_rest_memory_jail_inc_026	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0026	emgena_mcp_headless_php_rest_memory_jail_inc_027	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0027	emgena_mcp_headless_php_rest_memory_jail_inc_028	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0028	emgena_mcp_headless_php_rest_memory_jail_inc_029	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0029	emgena_mcp_headless_php_rest_memory_jail_inc_030	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0030	emgena_mcp_headless_php_rest_memory_jail_inc_001	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0031	emgena_mcp_headless_php_rest_memory_jail_inc_002	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0032	emgena_mcp_headless_php_rest_memory_jail_inc_003	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0033	emgena_mcp_headless_php_rest_memory_jail_inc_004	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0034	emgena_mcp_headless_php_rest_memory_jail_inc_005	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0035	emgena_mcp_headless_php_rest_memory_jail_inc_006	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...
emgena_mcp_headless_php_rest_memory_jail_traj_0036	emgena_mcp_headless_php_rest_memory_jail_inc_007	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "r...
emgena_mcp_headless_php_rest_memory_jail_traj_0037	emgena_mcp_headless_php_rest_memory_jail_inc_008	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { ...
emgena_mcp_headless_php_rest_memory_jail_traj_0038	emgena_mcp_headless_php_rest_memory_jail_inc_009	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": ...
emgena_mcp_headless_php_rest_memory_jail_traj_0039	emgena_mcp_headless_php_rest_memory_jail_inc_010	Headless CMS, Decoupled REST APIs, Large JSON Serialization & Memory Governance	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'emgena_mcp_headless_php_...