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DIRECTORY HUB

Model Context Protocol (MCP) Server Directory

Curated directory of production-ready Model Context Protocol (MCP) servers, custom tools, and database connectors built for Cursor, Claude Desktop, and autonomous AI agents.

Deep Dive LLMs

OpenAI Pauses Astra: A Zero-Day Threshold for Frontier Agents

On August 8, 2026 OpenAI halted development of Astra — its next frontier model — after internal testing showed it could autonomously develop zero-day exploits and complete end-to-end cyberattacks. The same system solved ten long-unsolved math problems. The pause is a landmark: the first voluntary stop of the agent era over cyber capability.

Deepak Bagada Deepak Bagada
9m read
Deep Dive LLMs

NVIDIA Nemotron 3.5 Lightning Deep Dive: 30B A3B Hybrid MoE with 1M-Token Context

NVIDIA's open-weight agentic flagship pairs a 30B-total / 3B-active A3B hybrid MoE with a 1M-token context window and ships through OpenRouter, build.nvidia.com, NeMo Switchyard, and SageMaker JumpStart. This deep dive covers the hybrid MoE trade-offs, KV cache and RoPE engineering behind the long context, benchmark positioning, and a six-step enterprise evaluation playbook.

Deepak Bagada Deepak Bagada
11m read
Deep Dive Coding

Claude Sonnet 5's Tokenizer Trap: The Hidden 35% Token Inflation & the $2→$3 Pricing Cliff

Claude Sonnet 5's intro window ends August 31, 2026 — $2/M input becomes $3/M on September 1 — while its new tokenizer emits up to 35% more tokens per equivalent text, compounding effective cost per 1,000 words to roughly 2.03x. This analysis provides the before-and-after unit economics and the routing, compression, caching, and renegotiation playbook.

Deepak Bagada Deepak Bagada
12m read
Deep Dive LLMs

Hidden Reasoning Is the New Security Boundary: 315,320 Decoded Reasoning Blocks & Persistent Prompt Injection in Agentic Rollouts

A research technique reported August 11, 2026 decodes hidden chain-of-thought reasoning blocks across Anthropic, OpenAI, and Google models — 315,320 blocks scraped, 367 PII artifacts and 182 credentials recovered, and prompt injections that persist invisibly inside agentic rollouts. This analysis re-frames the reasoning channel as a first-class security boundary and lays out the five-layer defense stack.

Deepak Bagada Deepak Bagada
11m read
Deep Dive AI Tools

Build a MapQuest MCP Server for Agentic Geocoding, Routing & Maps

MapQuest opened its location platform to AI agents on August 5, 2026 with a hosted MCP server plus a 1 billion free-transaction developer pool. This guide builds a production-grade FastMCP Python gateway that wraps geocoding, routing, and static maps into six typed agent tools, then wires it into Claude Desktop and Cursor with API-key security, rate limiting, and caching.

Deepak Bagada Deepak Bagada
14m read
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