Observability and Traceability in Cognitive Architectures: Monitoring MCP Flows in .NET

The article discusses observability and traceability, considering MCP (Model Context Protocol) in .NET environments, highlighting their importance for understanding, auditing, and operational sustainability of these systems. It also presents fundamentals, instrumentation practices, and governance aspects, with examples in .NET and OpenTelemetry.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-20
DOI
https://doi.org/10.5281/zenodo.19696278
Primary Topic
Mobile Agent-Based Network Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Observability and Traceability in Cognitive Architectures: Monitoring MCP Flows in .NET

Nagib Sabbag Filho
Zenodo (CERN European Organization for Nuclear Research)
Mobile Agent-Based Network Management
article

Observability and Traceability in Cognitive Architectures: Monitoring MCP Flows in .NET

Nagib Sabbag Filho
article en

Abstract

The article discusses observability and traceability, considering MCP (Model Context Protocol) in .NET environments, highlighting their importance for understanding, auditing, and operational sustainability of these systems. It also presents fundamentals, instrumentation practices, and governance aspects, with examples in .NET and OpenTelemetry.

Zenodo (CERN European Organization for Nuclear Research)
Universidade Paulista (BR)
Responsible consumption and production
Openalex Percentile: Top 5%
Mobile Agent-Based Network Management
DOIOpen Access PDFOpenAlex
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Observability and Traceability in Cognitive Architectures: Monitoring MCP Flows in .NET — Nagib Sabbag Filho · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS