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emgena_mcp_graphql_php_complexity_defuser_teaser

⚡ Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for AI Engineering & Autonomous Agents.
👉 🚀 Hol dir das vollständige Turnkey-Paket (500 Samples + AST MCP Guard) direkt bei EMGENA AI Labs
(Gutscheincode LAUNCH20 für 20 € Direktrabatt & sofortigen Download)

🎁 Full Enterprise MCP Suite (500 Trajektorien + Turnkey Zero-Latency Engine)

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.

🛒 Vollständiges Paket kaufen: EMGENA AI Labs Store
🏷️ 20 € Rabatt-Gutschein: LAUNCH20
🌐 Offizieller Webshop: https://emgena.com/trainingslager

🛡️ MCP Quickstart (Free Community Edition)

# In Cursor oder Claude Desktop einbinden
python server_free.py

Verifiziert nach FAANG v2.5 Gold Standard von Emgena AI Labs.

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1.13 MB

id stringlengths 51 51	incident_id stringlengths 49 49	domain stringclasses 1 value	messages listlengths 5 5
emgena_mcp_graphql_php_complexity_defuser_traj_0000	emgena_mcp_graphql_php_complexity_defuser_inc_001	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0001	emgena_mcp_graphql_php_complexity_defuser_inc_002	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0002	emgena_mcp_graphql_php_complexity_defuser_inc_003	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0003	emgena_mcp_graphql_php_complexity_defuser_inc_004	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0004	emgena_mcp_graphql_php_complexity_defuser_inc_005	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0005	emgena_mcp_graphql_php_complexity_defuser_inc_006	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0006	emgena_mcp_graphql_php_complexity_defuser_inc_007	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0007	emgena_mcp_graphql_php_complexity_defuser_inc_008	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0008	emgena_mcp_graphql_php_complexity_defuser_inc_009	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0009	emgena_mcp_graphql_php_complexity_defuser_inc_010	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0010	emgena_mcp_graphql_php_complexity_defuser_inc_011	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0011	emgena_mcp_graphql_php_complexity_defuser_inc_012	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0012	emgena_mcp_graphql_php_complexity_defuser_inc_013	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0013	emgena_mcp_graphql_php_complexity_defuser_inc_014	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0014	emgena_mcp_graphql_php_complexity_defuser_inc_015	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0015	emgena_mcp_graphql_php_complexity_defuser_inc_016	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0016	emgena_mcp_graphql_php_complexity_defuser_inc_017	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0017	emgena_mcp_graphql_php_complexity_defuser_inc_018	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0018	emgena_mcp_graphql_php_complexity_defuser_inc_019	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0019	emgena_mcp_graphql_php_complexity_defuser_inc_020	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0020	emgena_mcp_graphql_php_complexity_defuser_inc_021	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0021	emgena_mcp_graphql_php_complexity_defuser_inc_022	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0022	emgena_mcp_graphql_php_complexity_defuser_inc_023	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0023	emgena_mcp_graphql_php_complexity_defuser_inc_024	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0024	emgena_mcp_graphql_php_complexity_defuser_inc_025	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0025	emgena_mcp_graphql_php_complexity_defuser_inc_026	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0026	emgena_mcp_graphql_php_complexity_defuser_inc_027	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0027	emgena_mcp_graphql_php_complexity_defuser_inc_028	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0028	emgena_mcp_graphql_php_complexity_defuser_inc_029	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0029	emgena_mcp_graphql_php_complexity_defuser_inc_030	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0030	emgena_mcp_graphql_php_complexity_defuser_inc_001	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0031	emgena_mcp_graphql_php_complexity_defuser_inc_002	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0032	emgena_mcp_graphql_php_complexity_defuser_inc_003	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0033	emgena_mcp_graphql_php_complexity_defuser_inc_004	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0034	emgena_mcp_graphql_php_complexity_defuser_inc_005	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0035	emgena_mcp_graphql_php_complexity_defuser_inc_006	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...
emgena_mcp_graphql_php_complexity_defuser_traj_0036	emgena_mcp_graphql_php_complexity_defuser_inc_007	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }...
emgena_mcp_graphql_php_complexity_defuser_traj_0037	emgena_mcp_graphql_php_complexity_defuser_inc_008	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure."...
emgena_mcp_graphql_php_complexity_defuser_traj_0038	emgena_mcp_graphql_php_complexity_defuser_inc_009	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { ...
emgena_mcp_graphql_php_complexity_defuser_traj_0039	emgena_mcp_graphql_php_complexity_defuser_inc_010	GraphQL-PHP, Webhooks & API Security, AST Complexity Analysis & Recursive Query DOS Defense	[ { "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_graphql_php_c...