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K2VIEW BLOG

K2view climbs higher as a Visionary in the Gartner Magic Quadrant for Data Integration Tools 2025

Gartner names K2view a Visionary in its Magic Quadrant for Data Integration Tools for the 3rd year in a row, and rates it higher in its ability to execute.

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September 4, 2025

An app-centric MCP does NOT know your customer

Problem: When the Model Context Protocol (MCP) is designed for a single platform (SAP, Salesforce, SQL Server), it loses business focus. Solution: K2view.

Model Context Protocol (MCP)

June 17, 2025

Making MCP work with fragmented data: Why harmonization is the backbone of LLM context

For the Model Context Protocol (MCP) to be effective, harmonization – the process of unifying data from disparate systems – must be foundational.

Model Context Protocol (MCP)

June 16, 2025

MCP strategies for grounded prompts and token-efficient LLM context

This post explores strategies for MCP servers to generate purpose-aligned, token-efficient prompts for MCP clients—ensuring effective communication while...

Model Context Protocol (MCP)

June 16, 2025

MCP guardrails ensure secure context injection into LLMs

As enterprises deploy LLMs in customer-facing and back-office workflows they must control what these models see and what they might accidentally expose.

Model Context Protocol (MCP)

June 11, 2025

Latency is the hidden enemy of MCP

Think about a call center rep asking an AI assistant, “When Richard Jones called last week, we said we’d switch him to the family plan. Did we?”

Model Context Protocol (MCP)

June 10, 2025

From prompt to pipeline with MCP: Connecting LLMs to enterprise data

Imagine a call center agent asking an AI assistant, “Why is there a discrepancy in this customer’s latest invoice?” and getting a clear answer instantly.

Model Context Protocol (MCP)

May 13, 2025

AI data layer + MCP brings enterprise data to GenAI

For operational use, LLMs must be fed governed enterprise data in real time. Combining a trusted semantic data layer with the Model Context Protocol (MCP) is...

Model Context Protocol (MCP)

May 6, 2025

MCP enterprise deployments combine company data with agentic RAG

MCP for the enterprise is a standardized protocol that grounds LLMs with real-time company data and uses agentic RAG to generate more contextual responses.

Model Context Protocol (MCP)

May 5, 2025

Salesforce MCP: Connecting AI agents to enterprise data

Model Context Protocol (MCP) enables AI agents to leverage Salesforce and other enterprise systems in real time, to boost GenAI response accuracy and data...

Model Context Protocol (MCP)

May 2, 2025

MCP SQL server: Connecting LLMs to trusted enterprise data

MCP SQL server lets AI tools securely access real-time SQL server data and context, enhancing AI insights, accuracy, and data governance across systems.

Model Context Protocol (MCP)

April 30, 2025

SAP MCP: Unlocking SAP data access for AI agents

MCP for SAP enables AI to securely access real-time SAP data and context, improving agentic AI accuracy and data governance across SAP landscapes.

Model Context Protocol (MCP)

April 28, 2025

What is an MCP server?

An MCP server is a component of the Model Context Protocol (MCP), a standard designed to connect GenAI applications with enterprise data and AI tools.

Model Context Protocol (MCP)

April 26, 2025

Awesome MCP servers: Directory of the top 15 for 2026

This comprehensive MCP directory for 2026 rates 15 awesome MCP servers in terms of how they access AI tools, inject enterprise data, enable RAG, and more.

Model Context Protocol (MCP)

April 23, 2025

What is an MCP client and how does it fit into the MCP protocol?

An MCP client is the app-side consumer that requests data from an MCP server to securely ground LLMs, access data, trigger tools, and manage AI agents.

Model Context Protocol (MCP)

April 20, 2025

What is Model Context Protocol?

Model Context Protocol (MCP) is a standard for connecting LLMs to enterprise data sources in real time, to ensure compliant and complete GenAI responses.

Model Context Protocol (MCP)

April 15, 2025

MCP Gartner insights for 2025

Industry analyst firm Gartner points out that while the MCP protocol simplifies how AI apps, agents, and data sources connect, it also introduces security and...

Model Context Protocol (MCP)

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K2VIEW BLOG

K2view climbs higher as a Visionary in the Gartner Magic Quadrant for Data Integration Tools 2025

model context protocol mcp

Explore more content

An app-centric MCP does NOT know your customer

Making MCP work with fragmented data: Why harmonization is the backbone of LLM context

MCP strategies for grounded prompts and token-efficient LLM context

MCP guardrails ensure secure context injection into LLMs

Latency is the hidden enemy of MCP

From prompt to pipeline with MCP: Connecting LLMs to enterprise data

AI data layer + MCP brings enterprise data to GenAI

MCP enterprise deployments combine company data with agentic RAG

Salesforce MCP: Connecting AI agents to enterprise data

MCP SQL server: Connecting LLMs to trusted enterprise data

SAP MCP: Unlocking SAP data access for AI agents

What is an MCP server?

Awesome MCP servers: Directory of the top 15 for 2026

What is an MCP client and how does it fit into the MCP protocol?

What is Model Context Protocol?

MCP Gartner insights for 2025