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The Merge Blog

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LLM gateway: overview, benefits, and top platforms

LLM gateway: overview, benefits, and top platforms

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How to connect your agents to a HubSpot MCP via Claude Code

How to connect your agents to Zendesk MCP via Claude Code

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LLM routing: overview, strategies, and tools

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Introducing Merge Gateway: the control plane for production AI

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LLM gateway: overview, benefits, and top platforms

Building with AI
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Portkey vs OpenRouter: when to choose one over the other

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LiteLLM vs Portkey: when to use one over the other

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Building with AI

How to connect your agents to a HubSpot MCP via Claude Code

How to connect your agents to Zendesk MCP via Claude Code

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Building with AI

LLM routing: overview, strategies, and tools

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How to optimize your LLM costs (5 best practices)

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3 LiteLLM alternatives to prioritize evaluating in 2026

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3 OpenRouter alternatives to prioritize evaluating in 2026

Introducing Merge Gateway: the control plane for production AI

News and stories from Merge
News and stories from Merge

OpenRouter vs LiteLLM: when to use one over the other

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3 Portkey alternatives to prioritize in 2026

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MCP Gateway: overview, benefits, and solutions

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How we build the most reliable MCP connectors

News and stories from Merge
News and stories from Merge

Pipedream vs. Composio: which is better for your agents?

Introducing AI Data Transformations for Merge Unified: product-ready data, without custom code

News and stories from Merge
News and stories from Merge

How Merge Agent Handler lets you scale your AI agents without scaling risk

News and stories from Merge
News and stories from Merge

Hosted MCP platforms: overview, benefits, and the top vendors

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3 Airbyte alternatives to consider in 2026

Integration deep dives
Integration deep dives

5 AI agent statistics to help you build agents in 2026

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Agentic integrations: overview, benefits, and top platforms

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Building with AI

3 Pipedream alternatives to consider in 2026

Integration deep dives
Integration deep dives

Unlocking more context for AI: Introducing Merge’s Chat Unified API

News and stories from Merge
News and stories from Merge

AI agent access control: overview, best practices, and tools

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AI agent monitoring: overview, tips, and the best tools

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Agent connectors: what you need to know

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Context graph: overview, benefits, and tips for using it

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What everyone is getting wrong about context graphs

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Building with AI

3 AI agent observability platforms to consider in 2026

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How we use testing to support the most reliable, secure, and scalable integrations

News and stories from Merge
News and stories from Merge

5 AI agent integration platforms to consider in 2026

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CRM MCP servers: overview, examples, and use cases

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How we restarted Merge in 2025

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News and stories from Merge

A RevOps guide to AI transformation

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News and stories from Merge

Project management MCP servers: overview, examples, and use cases

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Email MCP servers: overview, examples, and use cases

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8 examples of MCP servers that can power your AI agents

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AI integration platform: functionality, benefits, and examples

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How Merge accelerates AI adoption across engineering without compromising security

News and stories from Merge
News and stories from Merge

How to create API tokens in Confluence (6 steps)

Integration deep dives
Integration deep dives

MCP server logs: overview, benefits, and tips for using them

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MCP tool schema: what it is, how it works, and examples

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3 alternatives to Glean in 2026

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MCP tool descriptions: overview, examples, and best practices

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APIs for AI agents: what you should know

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How Merge empowers its engineers to leverage AI effectively

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News and stories from Merge

9 best practices for building secure and reliable AI agents

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Model Context Protocol (MCP) tools: what you need to know

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What are MCP connectors? Plus 3 real-world examples

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MCP observability: overview, benefits, and best practices

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Composio vs n8n: when to choose one over the other

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How we built an opinionated design system that enables our engineers to ship faster

News and stories from Merge
News and stories from Merge

How to test AI agents effectively (5 tips)

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3 Arcade.dev alternatives to consider in 2026

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3 AI agent management platforms to consider in 2026

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The 3 best AI agent authentication tools in 2026

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3 Composio alternatives to consider in 2026

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AI agent governance: key aspects, benefits, and platforms

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AI agent management: overview, examples, and best practices

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A guide to authenticating AI agents

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Building with AI

Introducing Merge Agent Handler: One platform to connect, govern, and monitor your AI agents

News and stories from Merge
News and stories from Merge

A guide to integrating with Paycor’s API

Integration deep dives
Integration deep dives

B2B API integration: overview, examples, and best practices

Integration deep dives
Integration deep dives

How to integrate with the OneDrive API via Python

Integration deep dives
Integration deep dives

Inside Merge: how we’re building the leading sync engine

News and stories from Merge
News and stories from Merge

Finch API pricing: why it doesn’t meet your integration needs

A guide to integrating with Paylocity’s API 

Integration deep dives
Integration deep dives

A guide to integrating with HiBob’s API

Integration deep dives
Integration deep dives

How to integrate with the Dropbox API via Python

Integration deep dives
Integration deep dives

How to decide between syncing and MCP for enterprise search

Integration deep dives
Integration deep dives

5 real-world Model Context Protocol integration examples

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Semantic search: how to implement it for enterprise search

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A2A vs MCP: how they overlap and differ

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Building with AI

What is a SaaS integration platform? What you need to know

Integration deep dives
Integration deep dives

Paycom API integration: everything you should know

Integration deep dives
Integration deep dives

From profiling to production: How we reduced our log processing service's costs by 80%

News and stories from Merge
News and stories from Merge

Knowledge base integration: examples, tips, and benefits

Integration deep dives
Integration deep dives

How to integrate with the Google Drive API via Python

Integration deep dives
Integration deep dives

AI needs enterprise context. Merge’s new Knowledge Base Unified API delivers it

News and stories from Merge
News and stories from Merge

6 challenges of using the Model Context Protocol (MCP)

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How to test MCP servers effectively (6 best practices)

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Why Merge is more extensible than you think: a guide for engineers

Product
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Why MCP and APIs work better together

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Introducing Destinations: data storage, your way

Product
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The best unified API platforms in 2026

Integration deep dives
Integration deep dives

AI agent vs MCP: how they differ and overlap

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5 ways to secure AI agents successfully in 2026

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AI agent observability: Here’s what you need to know

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How to scope any API integration project (5 steps)

News and stories from Merge
News and stories from Merge

How to use SaaS APIs successfully in 2026

Integration deep dives
Integration deep dives

A guide to working with the SharePoint API

Integration deep dives
Integration deep dives

5 Prismatic alternatives to consider in 2026

What are API access controls? Plus tips for adopting them

Integration deep dives
Integration deep dives

6 Model Context Protocol alternatives to consider in 2026

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7 Finch API alternatives to consider in 2026

Integration deep dives
Integration deep dives

5 StackOne alternatives and competitors to consider in 2026

Integration deep dives
Integration deep dives

3 expert insights on building AI features successfully 

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3 Workday API connectors worth evaluating in 2026

Integration deep dives
Integration deep dives

Mistral AI just raised the bar for enterprise AI search by using Merge

News and stories from Merge
News and stories from Merge

The 6 most popular alternatives to Nango.dev in 2026

Integration deep dives
Integration deep dives

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How Merge helps post-sales teams succeed with integrations

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9/15/2021

My design internship at Merge

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9/8/2021

Announcing our Help Center

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7/12/2021

Designing docs for Merge's Unified API

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6/30/2021

An interview with Ashby on RPC APIs

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6/23/2021

Announcing single tenancy at Merge

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News and stories from Merge
6/15/2021

Building integration-first products right using adaptive UIs

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5/27/2021

Announcing Merge’s $4.5M seed round and Accounting API

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News and stories from Merge
5/17/2021

The rise of cool APIs

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Integration deep dives
Integration deep dives
5/13/2021

Integrations in 3 methods — why Merge is API-first

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Product
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5/11/2021

Why we started Merge

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4/8/2021

How top employee benefits providers use Merge’s new Bank Info and Pay Group models

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