Context layer comparison: Fabric IQ, Cortex Sense & more
Three vendors launched a “context layer” within eight weeks: Microsoft’s Fabric IQ, Snowflake’s Cortex Sense and Airbyte’s Context Store. A fourth pattern – warehouse-first MCP – was already doing the same job under a different name. This context layer comparison explains what each one actually is, how they differ in architecture, and who each option […]
Data pipelines in Claude Code: a real walkthrough
Claude Code can connect to your data platform over MCP and manage pipelines from the terminal: check what synced overnight, read failure logs, trace lineage before a risky change, and build transformation tables from a prompt. This is a real walkthrough of data pipelines in Claude Code – setup, daily workflow, and the honest limits. […]
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The data foundation for AI agents Build AI agents and chatbots that actually know your business. Peliqan unifies your ERP, CRM, accounting and files into one governed layer, with Text-to-SQL, RAG and an MCP server built in. Request a demo Text-to-SQL, RAG and MCP SOC 2 Type II ISO 27001 certified Build agents on […]
The Complete MCP Server Landscape 2026: 5 Families
The best MCP servers in 2026 don’t share a single shape. There are more than 10,000 active public MCP servers now, and they fall into five very different families, each with genuine strengths and honest constraints. This is the complete MCP server landscape, organized as a buyer’s map. Where your data lives, what you need […]
NIS2 + MCP: Ship AI Agents Without Breaching Article 21
Around 160,000 organisations across the EU now fall inside the scope of the NIS2 Directive (Directive (EU) 2022/2555), up from roughly 15,000 under the original 2016 NIS Directive. Every one of them that wires an AI agent into an operational system has just added a piece of ICT supply-chain risk that Article 21 turns into […]
AdminPulse MCP server | Connect to Claude
MCP Server AdminPulse Query and update AdminPulse with AI Connect AdminPulse to Claude, ChatGPT, or any MCP client through Peliqan. Ask practice-wide questions in plain English, join AdminPulse with Silverfin, Yuki, Billit, AFAS, Exact Online, and 300+ other sources, and update client files, deadlines, and time entries with audited writeback. Start for free Book a […]
Visma E-conomic MCP server | Connect to Claude
MCP Server Visma E-conomic Query Visma E-conomic with AI and write back to your books Connect Visma E-conomic to Claude, ChatGPT, or any MCP client through Peliqan. Ask questions across your Danish and Norwegian books in plain English, join e-conomic with HubSpot or any Visma sibling (Yuki, Silverfin, Teamleader), and post audited journal entries back […]
Fortnox MCP Server | Connect AI Agents to Fortnox Data
MCP Server Fortnox Query Fortnox with AI and write back to your books Connect Fortnox to Claude, ChatGPT, or any MCP client through Peliqan. Ask questions across your Swedish accounting data in plain English, join Fortnox with HubSpot, Visma E-conomic, or any of 300+ apps, and post audited journal entries back to your books with […]
Writeback MCP: read + write across 250+ business apps
Most MCP servers stop at SELECT. That’s fine for analytics, but production AI agents need to act. Update a HubSpot lifecycle stage. Post a Slack alert. Create a Stripe invoice. Mark a Zendesk ticket resolved. That requires writeback, and as of June 2026 only a handful of MCP servers support it at all, and almost […]
Snowflake MCP Server | Connect AI Agents to Postgres Data
MCP Server Snowflake Query Snowflake with AI and write back to your business apps Connect Snowflake to Claude, ChatGPT, or any MCP client through Peliqan. Query your DWH in plain English, join it with 300+ apps in one SQL statement, and route writebacks to the right system – HubSpot, Salesforce, Stripe, Slack – through one […]