Lazy loading lets Claude discover MCP tool definitions on demand instead of loading every connected server's full catalog upfront, cutting token usage by over 85% in measured cases.
Krithika M
About Krithika
Krithika M is a Content Marketing Expert with 6+ years of experience helping B2B SaaS brands grow through content that actually moves the needle. She specialises in content strategy, SEO and AI search optimisation, owning the full content lifecycle from ideation and execution through to performance optimisation, with a clear focus on organic lead generation and pipeline impact. Her work spans long-form writing, landing pages, pillar-cluster content architecture, and conversion-focused messaging across the buyer journey. She builds content systems that are optimised not just for traditional search, but for how people find answers today, through AI search surfaces and beyond. She tracks content back to revenue, not just traffic. For Krithika, good content isn't just well-written. It's well-placed, well-timed, and tied to something real.
Recent posts from Krithika
An AI agent doesn't reason about which MCP tool to call, it predicts, by matching your request against tool names and descriptions. This piece breaks down how that prediction works, why more tools make it worse, and how naming, description quality, and deferred loading fix it, with Wati MCP as the running example.
WhatsApp template character limits explained for 2026, covering body, headers, footers, buttons, URLs, and variables, plus practical tips to stay within limits and avoid template rejections.
The best TikTok marketing tools depend on your stage: start with TikTok's built-in tools, then add these 10.
TikTok marketing strategy means content, ads, and customer conversations working toward one goal. Build yours step by step.
Updating a WhatsApp template can break the automations connected to it. Learn what you can change, how variable changes affect payloads, and how to safely roll out a new template version.
An MCP server outage can leave an AI agent waiting on an unanswered tool call. Learn what happens during MCP failures and how to handle timeouts, retries, and recovery safely.
TikTok Business Account vs Personal Account: Business unlocks ads, analytics, and messaging; Personal keeps sounds and creator payouts.
The blog highlights how to manage TikTok DMs, what an omnichannel inbox for WhatsApp, Instagram, TikTok is and how a shared inbox like Wati helps manage customer conversations in a unified inbox.
MCP supports pagination for list operations, but not for tool results. Learn how much data an AI agent can pull through MCP, what limits actually apply, and how to safely handle large datasets.
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