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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

Big Tech AI Commitments Near $1.5 Trillion: The Capital Supercycle

Big Tech's AI purchase commitments are approaching $1.5 trillion, per August 14, 2026 reporting, as the AI boom enters a more consequential phase — a global contest for chips, data centers, energy, autonomous systems, cybersecurity, and the capital to fund it all. This is the capital supercycle underneath the agent economy.

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Workflows

Build a Price-Aware Model Routing Workflow for the 2026 Inference Price War

On August 14, 2026, the AI economics story inverted overnight: OpenAI and Anthropic cut prices on flagship models while DeepSeek raised V4 Pro API pricing by as much as 1,100%. Static routing tables went stale the same day. This workflow builds a LangGraph router that consumes live model price feeds, re-prices every task against the current cost surface, and routes each subtask to the cheapest capable model with quality gates intact.

Deepak Bagada Deepak Bagada
14m read
Deep Dive AI Workflows

Build an MCP Server Observability & Governance Workflow with LangGraph

SnapLogic's August 13, 2026 release elevated MCP from a feature into infrastructure: a dedicated MCP Metrics page now tracks traffic, error rates, tool calls, and P99 latency across every deployed server, and a token-exchange rule implements RFC 8693 so inbound agent tokens swap for narrowly scoped downstream credentials. This workflow builds the same operational layer with LangGraph — an observability pipeline that ingests MCP server telemetry, detects degradation before users do, and enforces scoped-credential exchange on every agent tool call.

Deepak Bagada Deepak Bagada
15m read
Deep Dive Coding

Uber & Pony.ai: 2,000+ Robotaxis Head to European Roads — The Ops Test

Uber and Pony.ai are preparing to put more than 2,000 robotaxis on European roads, per August 14, 2026 reporting. It is the largest commercial-scale autonomous fleet move yet in Europe — and it turns the conversation from whether robotaxis work to how a fleet that size gets operated safely, reliably, and within regulation.

Deepak Bagada Deepak Bagada
9m read
Deep Dive AI Tools

Build a Nutanix Cloud Operations MCP Server with Prism V4 APIs

Nutanix released an open-source Model Context Protocol server on August 10, 2026, letting AI assistants like GitHub Copilot interact with Nutanix Cloud Platform through Prism V4 APIs. This guide builds a production FastMCP Python server, prism-ops-mcp, that wraps Prism V4 into typed agent tools — cluster health, host inventory, VM listing, storage utilization, and safe operations — with read-only defaults, OAuth 2.0 auth, and an approval-gated action surface.

Deepak Bagada Deepak Bagada
14m read
Deep Dive Coding

GLM-5.3 & Near-Frontier Cybersecurity: Open Weights Meet CyberGym

Z.ai unveiled GLM-5.3 on August 14, 2026 — an open-weights model that approaches Anthropic's Mythos 5 on some cybersecurity tasks: 84.5% on the CyberGym vulnerability-detection benchmark versus 83.8% cited for Mythos 5, with a wider gap on exploit development. Open-weight security capability at the frontier's edge changes the calculus for defenders — and it comes with obligations.

Deepak Bagada Deepak Bagada
9m read
Deep Dive AI Tools

Build a SnapLogic Platform MCP Server for Agentic iPaaS Integration

SnapLogic's August 13, 2026 release turned MCP into infrastructure: a dedicated Platform MCP Server with eight discovery and export tools, pipelines exposed directly as tools, MCP Metrics in Monitor, and RFC 8693 token exchange for scoped downstream credentials. This guide builds a production FastMCP Python server that wraps the SnapLogic platform into typed agent tools — discovery, pipeline export, project inspection, and tool invocation — with token exchange and audit built in.

Deepak Bagada Deepak Bagada
15m read
Deep Dive Coding

AI Evaluation Frameworks in 2026: What the White House Model-Vetting Debate Means

The White House convened OpenAI, Anthropic, Microsoft and others on August 4, 2026 to review its framework for vetting frontier AI models — then said it has no plans to publicly release the framework. The debate over how frontier models get evaluated before release is now a first-order question for builders, and the answer will shape what gets deployed.

Deepak Bagada Deepak Bagada
8m read
Deep Dive Coding

OpenAI Assistants API Sunset: The Aug 26, 2026 Migration to Responses API & MCP

OpenAI's Assistants API reaches its planned shutdown date on August 26, 2026 — one year after deprecation. The migration path is the Responses API with MCP as the tool-connector standard. This is the definitive migration guide for every team still running Assistants, with the code-level changes spelled out.

Deepak Bagada Deepak Bagada
10m read
Deep Dive LLMs

Apple Builds Its Own China AI Model with Alibaba: The Fracturing of AI Stacks

Apple has trained a custom artificial intelligence model for China with help from Alibaba, marking a significant shift in how the iPhone maker plans to bring Apple Intelligence to one of its largest and most tightly regulated markets. The move is the clearest example yet of a global technology stack fracturing into regional AI stacks — and it changes how every international builder should think about model deployment.

Deepak Bagada Deepak Bagada
8m read
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