importantSYS.SOURCE: Maharshi Patel About Work Blog• 2026-09-20T19:44:40Z

Reevaluating the Model Context Protocol's Viability in Modern AI Systems

#ai protocols #llm advancements #http apis

The article argues that the Model Context Protocol (MCP) became obsolete as large language models (LLMs) advanced to the point of directly executing APIs and CLIs without intermediaries, rendering MCP's context management and server infrastructure unnecessary. It advocates for standardizing HTTP API interactions and leveraging LLM autonomy to replace MCP's legacy architecture.

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> BITCOIN-RS: AI-ASSISTED FULL NODE IMPLEMENTATION IN RUST FOR BITCOIN ECOSYSTEM > THREAT ACTORS DEPLOY CHAINSCRIPT RAT VIA CLICKFIX LURES USING POLYGON FOR C2 ROTATION > TYPESAFE AI JEV STRING LEFT-PADDING PACKAGE > KEV: SMALL DECISION MODELS BASED ON QWEN3.5 FOR CUSTOM TRAINING AND DEPLOYMENT > BROWSER-BASED ANALYSIS OF THE ELEKTRON MACHINEDRUM SYNTHESIZER > JADE SLEET ATTRIBUTION IN INDIAN IT PROVIDER BREACH USING FLATROOF AND ROOFDECK BACKDOORS > GRIM FANDANGO 1996 PUZZLE DESIGN DOCUMENT > MINI-AGI: CONTINUAL LEARNING MODEL TRAINED ON 8GB VRAM LAPTOP > HERETIC PROJECT LIFTS RESTRICTIONS ON LANGUAGE MODELS FOR ENHANCED CONTROL > UNDERSTANDING THE NECESSITY OF BACKWARD PROPAGATION IN NEURAL NETWORKS> BITCOIN-RS: AI-ASSISTED FULL NODE IMPLEMENTATION IN RUST FOR BITCOIN ECOSYSTEM > THREAT ACTORS DEPLOY CHAINSCRIPT RAT VIA CLICKFIX LURES USING POLYGON FOR C2 ROTATION > TYPESAFE AI JEV STRING LEFT-PADDING PACKAGE > KEV: SMALL DECISION MODELS BASED ON QWEN3.5 FOR CUSTOM TRAINING AND DEPLOYMENT > BROWSER-BASED ANALYSIS OF THE ELEKTRON MACHINEDRUM SYNTHESIZER > JADE SLEET ATTRIBUTION IN INDIAN IT PROVIDER BREACH USING FLATROOF AND ROOFDECK BACKDOORS > GRIM FANDANGO 1996 PUZZLE DESIGN DOCUMENT > MINI-AGI: CONTINUAL LEARNING MODEL TRAINED ON 8GB VRAM LAPTOP > HERETIC PROJECT LIFTS RESTRICTIONS ON LANGUAGE MODELS FOR ENHANCED CONTROL > UNDERSTANDING THE NECESSITY OF BACKWARD PROPAGATION IN NEURAL NETWORKS